Inflation Protected

Highlights Chart 1Looks Like 2016 & 1998 Looks Like 2016 & 1998 Looks Like 2016 & 1998 The Treasury market continues to price-in a recession-like outcome for the U.S. economy, embedding 83 basis points of Fed rate cuts over the next 12 months. But last week’s economic data challenge that narrative. First, the ISM Non-Manufacturing PMI held above 55 in June, even as its Manufacturing counterpart plunged toward the 50 boom/bust line (Chart 1). This divergence between a strong service sector and weak manufacturing sector is more reminiscent of prior mid-cycle slowdowns in 2016 and 1998 than of any pre-recession period. Second, nonfarm payrolls added 224k jobs in June, a strong rebound from the 72k added in May and enough to keep the 12-month growth rate at a healthy 1.5% (bottom panel). Still-low inflation expectations provide sufficient cover for the Fed to cut rates later this month, likely by 25 bps. But beyond that, continued strong economic data could prevent any further easing. Keep portfolio duration low and stay short the February 2020 fed funds futures contract. Feature Investment Grade: Overweight Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 144 basis points in June, bringing year-to-date excess returns up to +368 bps. We removed our recommendation to hedge near-term corporate credit exposure after the Fed’s clear dovish pivot at the June FOMC meeting.1  At that time, we also noted that the surging gold price, weakening trade-weighted dollar and outperformance of global industrial mining stocks were all signaling that corporate spreads have peaked (Chart 2). Of our “peak credit spread” indicators, only the CRB Raw Industrials index has yet to turn the corner. The macro environment supports tighter spreads. But in the investment grade space, value only looks attractive for Baa-rated securities. Baa spreads remain 7 bps above our target (panel 3), while Aa and A-rated spreads are 1 bp and 4 bps below, respectively (panel 4). Aaa bonds are even more expensive, with spreads 19 bps below target (not shown).2  Investors should focus their investment grade corporate bond exposure on Baa-rated securities. Our measure of gross leverage – total debt over pre-tax profits – jumped in Q1, as corporate debt grew at an annualized pace of 8.5% while corporate profits contracted by an annualized 18% (bottom panel). Leverage will likely rise again in Q2, as profit growth will almost certainly remain weak, but should then level-off as global growth recovers. Chart Chart High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 154 basis points in June, bringing year-to-date excess returns up to +603 bps. The average index option-adjusted spread tightened 56 bps on the month. At 366 bps, it remains well above the cycle-low of 303 bps. As with investment grade credit, we removed our recommendation to hedge near-term exposure following the June FOMC meeting (see page 3). Further, we see the potential for much more spread tightening in high-yield than in investment grade. Within investment grade, only the Baa credit tier carries a spread above our target. In High-Yield, Ba-rated spreads are 42 bps above our target (Chart 3), B-rated spreads are 108 bps above our target (panel 3) and Caa-rated spreads are 263 bps above our target (not shown).3  Junk spreads also offer reasonable value relative to expected default losses. The current Moody’s baseline forecast calls for a default rate of 2.7% over the next 12 months, not far from our own projection.4 This would translate into 224 bps of excess spread in the High-Yield index, after adjusting for default losses (panel 4). This is comfortably above zero, and only just below the historical average of 250 bps. We will continue to monitor job cut announcements, which have moderated so far this year (bottom panel), and C&I lending standards, which remain in net easing territory, to assess whether our default expectations need to be revised. MBS: Neutral Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 2 basis points in June, bringing year-to-date excess returns up to -11 bps. The conventional 30-year zero-volatility spread widened 1 bp on the month, as a 4 bps widening in the option-adjusted spread (OAS) was partially offset by a 3 bps decline in the compensation for prepayment risk (option cost). Falling mortgage rates hurt MBS in the first half of this year, as lower rates led to an increase in refi activity that drove MBS spreads wider (Chart 4). In fact, the conventional 30-year index OAS has risen all the way back to its average pre-crisis level (panel 3). However, as we noted in last week’s report, the nominal 30-year MBS spread remains very tight, at close to one standard deviation below its historical mean.5 The mixed valuation picture means we are not yet inclined to augment our recommended allocation to MBS, especially given the favorable environment for corporate bonds, where expected returns are higher. We are equally disinclined to downgrade MBS, given that refi activity could be close to peaking. All in all, we expect that the next move in the MBS/Treasury basis will be a tightening, as global growth improves and mortgage rates rise in the second half of the year. However, valuation is not sufficiently attractive to warrant more than a neutral allocation. Government-Related: Underweight Chart 5Government-Related Market Overview Government-Related Market Overview Government-Related Market Overview The Government-Related index outperformed the duration-equivalent Treasury index by 26 basis points in June, bringing year-to-date excess returns up to +133 bps. Sovereign debt outperformed duration-equivalent Treasuries by 208 bps on the month, bringing year-to-date excess returns up to +419 bps. Local Authorities underperformed the Treasury benchmark by 6 bps, dragging year-to-date excess returns down to +213 bps. Meanwhile, Foreign Agencies underperformed by 26 bps, dragging year-to-date excess returns down to +103 bps. Domestic Agencies underperformed by 4 bps in June, dragging year-to-date excess returns down to +25 bps. Supranationals outperformed by 1 bp on the month, bringing year-to-date excess returns up to +28 bps. Sovereign debt remains very expensive relative to equivalently rated U.S. corporate credit (Chart 5). While the sector would benefit if the Fed’s dovish pivot results in a weaker dollar, U.S. corporate bonds would still outperform in that scenario, given the more attractive starting point for spreads. We continue to recommend an underweight allocation to Sovereigns. Unlike the debt of most other countries, Mexican sovereign bonds continue to trade cheap relative to U.S. corporates (bottom panel). While this remains an attractive option from a valuation perspective, the President’s on again/off again tariff threats make it a risky near-term proposition. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds underperformed the duration-equivalent Treasury index by 73 basis points in June, dragging year-to-date excess returns down to -44 bps (before adjusting for the tax advantage). The average Aaa-rated Municipal / Treasury yield ratio rose 2% in June, and currently sits at 81% (Chart 6). The ratio is close to one standard deviation below its post-crisis mean, but exactly equal to the average that prevailed in the late stages of the previous cycle, between mid-2006 and mid-2007. Recent muni underperformance has been broad-based across the entire maturity spectrum, but long-end (20-year and 30-year) yield ratios continue to look attractive relative to the rest of the curve. 20-year and 30-year Aaa-rated yield ratios are more than one standard deviation above their respective pre-crisis averages. Meanwhile, 10-year, 5-year and 2-year Aaa yield ratios are very close to average pre-crisis levels. State & local government balance sheets are in decent shape and a material increase in ratings downgrades is unlikely (bottom panel). We therefore recommend an overweight allocation to municipal bonds, but with a preference for 20-year and 30-year Aaa-rated securities. We showed in a recent report that value declines sharply if you move into shorter maturities or lower credit tiers.6 Treasury Curve: Maintain A Barbell Curve Positioning Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The Treasury curve bull-steepened in June, alongside a large drop in our 12-month Fed Funds Discounter from -75 bps to -90 bps (Chart 7). June’s bull-steepening was reversed last week, as the strong employment report caused our discounter to jump back up to -83 bps, resulting in a bear-flattening of the Treasury curve. All in all, the 2/10 Treasury slope steepened 6 bps in June, then flattened 8 bps in the first week of July. It currently sits comfortably above zero at 17 bps. The 5/30 slope steepened 11 bps in June, then flattened 6 bps last week. It currently sits at 70 bps. In last week’s report we reviewed the case for barbelling your U.S. bond portfolio.7 That is, favoring the short and long ends of the yield curve while avoiding the 5-year and 7-year maturities. This positioning continues to make sense. Not only does the barbell increase the average yield of your portfolio, but our butterfly spread models all show that barbells are cheap relative to bullets (see Appendix B). The 5-year and 7-year yields will also rise more than long-end and short-end yields when the market eventually moves to price-in fewer Fed rate cuts. In addition to our recommended barbell positioning, we advocate keeping a short position in the February 2020 fed funds futures contract. That contract is currently priced for a fed funds rate of 1.69% next February, the equivalent of three 25 basis point rate cuts spread over the next five FOMC meetings. The Fed is unlikely to deliver that much easing. TIPS: Overweight Chart 8Inflation Compensation Inflation Compensation Inflation Compensation TIPS underperformed the duration-equivalent nominal Treasury index by 11 basis points in June, dragging year-to-date excess returns down to +28 bps. The 10-year TIPS breakeven inflation rate fell 5 bps on the month and currently sits at 1.69% (Chart 8). The 5-year/5-year forward TIPS breakeven inflation rate fell 4 bps on the month and currently sits at 1.83%. As we have noted in recent research, FOMC members are monitoring long-dated inflation expectations and are committed to keeping policy easy enough to “re-anchor” them at levels consistent with the Fed’s 2% target.8 In the long-run, this will support a return of long-dated TIPS breakeven inflation rates (both 10-year and 5-year/5-year forward) to our 2.3% - 2.5% target range. However, for breakevens to move higher, investors will also need to see evidence that realized inflation can be sustained near 2%. On that note, the core PCE deflator grew at a healthy 2.3% (annualized) clip in May, following an even higher 3% (annualized) rate in April. However, it has only grown 1.6% during the past year. 12-month trimmed mean PCE is running almost exactly in line with the Fed’s target at 1.99%. In a recent report we noted that 12-month core PCE inflation has a track record of converging toward the trimmed mean.9   ABS: Underweight Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities underperformed the duration-equivalent Treasury index by 13 basis points in June, dragging year-to-date excess returns down to +51 bps. The index option-adjusted spread for Aaa-rated ABS widened 9 bps on the month, moving back above its minimum pre-crisis level (Chart 9). At 36 bps, the spread remains well below its pre-crisis mean of 64 bps. In addition to poor valuation, the sector’s credit fundamentals are shifting in a negative direction. Household interest payments continue to trend up, suggesting a higher delinquency rate going forward (panel 3). Meanwhile, the Fed’s Senior Loan Officer Survey revealed that average consumer lending standards tightened in Q1 for the second consecutive quarter. Tighter lending standards usually coincide with rising consumer delinquencies (bottom panel). Loan officers also reported slowing demand for credit cards for the fifth consecutive quarter, and slowing auto loan demand for the third consecutive quarter. Second quarter data will be made available in early August, but current trends are not promising. The combination of poor value and deteriorating credit quality leads us to recommend an underweight allocation to consumer ABS. Non-Agency CMBS: Neutral Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 4 basis points in June, dragging year-to-date excess returns down to +191 bps. The index option-adjusted spread for non-agency Aaa-rated CMBS widened 2 bps on the month. It currently sits at 68 bps, below its average pre-crisis level but above levels seen in 2018 (Chart 10). The macro outlook for commercial real estate looks somewhat unfavorable, with lenders tightening standards (panel 4) amidst falling demand (bottom panel). However, on a positive note, commercial real estate prices recently accelerated and are now much more consistent with current CMBS spreads (panel 3). Despite the mixed fundamental picture, CMBS still offer excellent compensation relative to other similarly-rated fixed income sectors.10  Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 3 basis points in June, bringing year-to-date excess returns up to +93 bps. The index option-adjusted spread widened 1 bp on the month and currently sits at 50 bps. The Excess Return Bond Map in Appendix C shows that Agency CMBS offer high potential return compared to other low-risk spread products. An overweight allocation to this defensive sector remains appropriate. Appendix A - The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the U.S. Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018, available at usbs.bcaresearch.com. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. Chart 11The Golden Rule's Track Record The Golden Rule's Track Record The Golden Rule's Track Record At present, the market is priced for 83 basis points of cuts during the next 12 months. We do not anticipate any rate cuts during this timeframe, and therefore recommend that investors maintain below-benchmark portfolio duration. We can also use our Golden Rule framework to make 12-month total return and excess return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the fed funds rate. Excess returns are relative to the Bloomberg Barclays Cash index. Image Image To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with 95% confidence intervals. Excess returns are calculated by subtracting assumed cash returns in each scenario from our total return projections. Appendix B - Butterfly Strategy Valuation The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: U.S. Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com U.S. Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As of July 5, 2019) Fade Recession Risk Fade Recession Risk Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As of July 5, 2019) Fade Recession Risk Fade Recession Risk Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of +56 bps in the 5 over 2/10 cell means that we would only expect the 5-year to outperform the 2/10 if the 2/10 slope steepens by more than 56 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) Fade Recession Risk Fade Recession Risk Appendix C - Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the U.S. fixed income market. The Map employs volatility-adjusted breakeven spread analysis to show how likely it is that a given sector will earn/lose money during the subsequent 12 months. The Map does not incorporate any macroeconomic view. The horizontal axis of the Map shows the number of days of average spread widening required for each sector to lose 100 bps versus a position in duration-matched Treasuries. Sectors plotting further to the left require more days of average spread widening and are therefore less likely to see losses. The vertical axis shows the number of days of average spread tightening required for each sector to earn 100 bps in excess of duration-matched Treasuries. Sectors plotting further toward the top require fewer days of spread tightening and are therefore more likely to earn 100 bps of excess return. Chart 12 Ryan Swift, U.S. Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see U.S. Bond Strategy / Global Fixed Income Strategy Weekly Report, “The Fed’s Got Your Back”, dated June 25, 2019, available at usbs.bcaresearch.com 2 For more details on how we arrive at our spread targets please see U.S. Bond Strategy Weekly Report, “The Value In Corporate Bonds”, dated February 19, 2019, available at usbs.bcaresearch.com 3 For more details on how we arrive at our spread targets please see U.S. Bond Strategy Weekly Report, “The Value In Corporate Bonds”, dated February 19, 2019, available at usbs.bcaresearch.com 4 Please see U.S. Bond Strategy Special Report, “Assessing Corporate Default Risk”, dated March 19, 2019, available at usbs.bcaresearch.com 5 Please see U.S. Bond Strategy Weekly Report, “The Long Awkward Middle Phase”, dated July 2, 2019, available at usbs.bcaresearch.com 6 Please see U.S. Bond Strategy Weekly Report, “Full Speed Ahead”, dated April 16, 2019, available at usbs.bcaresearch.com 7 Please see U.S. Bond Strategy Weekly Report, “The Long Awkward Middle Phase”, dated July 2, 2019, available at usbs.bcaresearch.com 8 Please see U.S. Bond Strategy Weekly Report, “The New Battleground For Monetary Policy”, dated March 26, 2019, available at usbs.bcaresearch.com 9 Please see U.S. Bond Strategy Weekly Report, “Hedge Near-Term Credit Exposure”, dated May 28, 2019, available at usbs.bcaresearch.com 10  Please see U.S. Bond Strategy Weekly Report, “The Search For Aaa Spread”, dated March 12, 2019, available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification Corporate Sector Relative Valuation And Recommended Allocation

Highlights Chart 1Bond Rally Supports Stocks Bond Rally Supports Stocks Bond Rally Supports Stocks Financial markets are pricing-in an intensifying global growth slowdown, but not all assets are responding equally. U.S. Treasuries have rallied strongly, while equities and credit spreads remain resilient. Case in point, the S&P 500 is only 5.9% off its Q3 highs in absolute terms, but is down 11.3% versus bonds (Chart 1). The markets are pricing-in that the Fed will react to slower growth by cutting rates and that easier Fed policy will keep risk assets supported. But consider what will happen if, at the June FOMC meeting, the Fed doesn’t seem as eager to cut rates as the market would like. The perception of less monetary support could prompt a sharp sell-off in equities and credit spreads. That tightening of financial conditions could then be enough to force the Fed’s hand, ultimately leading to the rate cut that the market has already come to expect. The odds of the above scenario are rising by the day, especially since the President’s decision to expand the trade war to Mexico. We recommend a cautious near-term (0-3 month) stance on credit spreads as a hedge against this mounting risk.  Feature Investment Grade: Overweight Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds underperformed the duration-equivalent Treasury index by 139 basis points in May, dragging year-to-date excess returns down to +221 bps. As we noted in last week’s report, corporate bond spreads have not responded as aggressively as some other assets – commodities and Treasuries – to the escalating trade war and the deteriorating global growth data.1 This leaves the sector vulnerable to a near-term sell-off, especially if the Fed doesn’t validate the market’s dovish expectations at this month’s FOMC meeting. We advise investors to hedge their exposure to credit spreads on a 0-3 month horizon. Beyond that, assuming that the U.S. government’s tariff announcements eventually reach a plateau, the outlook for corporate bond excess returns is positive on a 6-12 month investment horizon. Spreads are comfortably above levels typically seen at this stage of the economic cycle (Chart 2) and, tariffs aside, the U.S. economy is growing at a reasonable clip. As for balance sheets, corporate profit growth contracted in the first quarter, dragging the year-over-year growth rate down to 7%. That is roughly equivalent to the trend rate in corporate debt growth, meaning that if profit growth stabilizes near that level our measure of gross leverage will stay flat (panel 4). We are also keeping a close eye on C&I lending standards. While the most recent data showed an easing in Q1, the continued contraction in loan demand poses a risk (bottom panel). Chart Chart High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield underperformed the duration-equivalent Treasury index by 250 basis points in May, dragging year-to-date excess returns down to +443 bps. As with investment grade corporates, the risk of near-term spread widening is high. We noted in last week’s report that excess junk returns versus Treasuries outpaced the CRB Raw Industrials index by 9% during the past 12 months, a historically wide divergence that is bound to fade.2 Looking further out, high-yield bonds still look like a good bet on a 6-12 month investment horizon. Spreads are comfortably above typical levels from past cycles and the excess spread available in the junk index after accounting for expected default losses has risen to 325 bps, well above its historical average (Chart 3). Assuming historically average excess compensation and a 50% recovery rate, current junk spreads discount an expected 12-month default rate of 3.1%. This is well above the Moody’s baseline projection of 1.5% and even above the 2.7% default rate seen during the past 12 months. The spread-implied default rate should be easy to beat, though a persistent increase in job cut announcements could pose a risk (bottom panel). MBS: Neutral Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 40 basis points in May, dragging year-to-date excess returns down to -13 bps. The conventional 30-year zero-volatility spread widened 6 bps on the month, the combination of a 4 bps widening in the option-adjusted spread (OAS) and a 2 bps increase in the compensation for prepayment risk (option cost). At 49 bps, the conventional 30-year OAS now looks elevated compared to recent years, though it remains slightly below its pre-crisis mean (Chart 4). Nonetheless, we see high odds that the MBS/Treasury basis will contract going forward. Falling mortgage rates and an uptick in refinancing activity led to the recent widening in MBS spreads. But with the housing activity data showing signs of improvement, we anticipate that mortgage rates are close to a trough and that refis will soon peak (panel 2). If the “risk off” sentiment in financial markets prevails in the near-term, then MBS will outperform corporate credit. But expected 6-12 month excess returns remain higher for corporate bonds than for MBS. We therefore maintain only a neutral allocation to MBS, despite increasingly attractive valuations. Government-Related: Underweight Chart 5Government-Related Market Overview Government-Related Market Overview Government-Related Market Overview The Government-Related index underperformed the duration-equivalent Treasury index by 45 basis points in May, dragging year-to-date excess returns down to +107 bps. Sovereign debt underperformed duration-equivalent Treasuries by 205 bps on the month, dragging year-to-date excess returns down to +206 bps. Local Authorities outperformed the Treasury benchmark by 11 bps, bringing year-to-date excess returns up to +219 bps. Meanwhile, Foreign Agencies underperformed by 61 bps, dragging year-to-date excess returns down to +130 bps. Domestic Agencies underperformed by 1 bp in May, bringing year-to-date excess returns up to +28 bps. Supranationals outperformed by 4 bps on the month, bringing year-to-date excess returns up to +27 bps. Sovereign debt remains expensive relative to equivalently rated U.S. corporate credit (Chart 5), and the dollar’s relentless march higher presents a further headwind for the sector. We continue to recommend an underweight allocation. Previously, we made an exception for Mexican sovereign bonds, which trade cheap relative to U.S. corporates (bottom panel). However, with the U.S. government now threatening tariffs on imported Mexican goods, the peso will likely see heightened volatility in the coming months. We recommend standing aside on Mexican sovereigns for the time being. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds underperformed the duration-equivalent Treasury index by 75 basis points in May, dragging year-to-date excess returns down to +29 bps (before adjusting for the tax advantage). The average Aaa-rated Municipal / Treasury yield ratio rose 1% in May, and currently sits at 80% (Chart 6). The ratio is more than one standard deviation below its post-crisis mean, but close to the average of 81% that prevailed in the late stages of the previous cycle, between mid-2006 and mid-2007. Long-dated municipal bonds (10-year, 20-year and 30-year) have outperformed short-dated munis (2-year and 5-year) by a wide margin since the beginning of the year, but long-end yield ratios remain relatively attractive. 20-year and 30-year Aaa-rated municipal bonds are particularly alluring. Yield ratios for those bonds remain above their pre-crisis averages, whereas 10-year, 5-year and 2-year Aaa yield ratios are close to one standard deviation below their respective pre-crisis means. State & local government balance sheets are in decent shape and a material increase in ratings downgrades is unlikely (bottom panel). We therefore recommend an overweight allocation to municipal bonds, but with a preference for 20-year and 30-year Aaa-rated securities. We showed in a recent report that value declines sharply if you move into shorter maturities or lower credit tiers.3 Treasury Curve: Maintain A Barbell Curve Positioning Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The Treasury curve bull-flattened dramatically in May, with yields falling by more than 30 basis points for all maturities beyond 1 year. The 2/10 Treasury slope flattened 5 bps on the month and currently sits at 19 bps. The 5/30 slope was unchanged on the month and currently sits at 65 bps (Chart 7). The belly (5-year/7-year) of the curve looks particularly expensive relative to the wings (see Appendix B) and we continue to recommend a barbell curve positioning: Investors should overweight the long and short ends of the curve and avoid the belly.4 Further, this week we recommend an additional fed funds futures calendar spread trade to take advantage of possible near-term Fed actions. Investors should buy the August 2019 contract and sell the February 2020 contract. The long position in the August contract will turn a profit if the Fed responds to market turmoil and cuts rates at the June or July meetings. Meanwhile, the short position in the February 2020 contract will only lose money if 3 or more rate cuts occur between now and then. We would expect our spread trade to return +48 bps in a scenario where the Fed keeps rates flat until next March and +23 bps in a scenario where there is one rate cut in June or July and another rate cut between September and January. The only scenarios where the trade loses money involve two or more rate cuts between September and January. TIPS: Overweight Chart 8Inflation Compensation Inflation Compensation Inflation Compensation TIPS underperformed the duration-equivalent nominal Treasury index by 116 basis points in May, dragging year-to-date excess returns down to +39 bps. The 10-year TIPS breakeven inflation rate fell 21 bps on the month and currently sits at 1.74%. The 5-year/5-year forward TIPS breakeven inflation rate fell 15 bps on the month and currently sits at 1.90%. As we have noted in recent research, FOMC members are monitoring long-dated inflation expectations and are committed to keeping policy easy enough to “re-anchor” them at levels consistent with the Fed’s 2% target.5 In the long-run, this will support a return of long-dated TIPS breakeven inflation rates (both 10-year and 5-year/5-year forward) to our 2.3% - 2.5% target range. However, for breakevens to move higher investors will also need to see evidence that realized inflation can be sustained near 2%. On that note, the core PCE deflator grew at a healthy 3% (annualized) clip in April, but has only risen 1.6% during the past year. 12-month trimmed mean PCE inflation has been higher, and actually just moved above the Fed’s target following last week’s April data release (Chart 8). In last week’s report we noted that core PCE inflation has a track record of converging toward the trimmed mean.6 As such, we recommend that investors remain overweight TIPS versus nominal Treasuries in U.S. bond portfolios. ABS: Underweight Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities outperformed the duration-equivalent Treasury index by 15 basis points in May, bringing year-to-date excess returns up to +64 bps. The index option-adjusted spread for Aaa-rated ABS narrowed 5 bps on the month and actually hit a new all-time low of 26 bps in mid-May, before settling at 28 bps (Chart 9). In addition to poor valuation, the sector’s credit fundamentals are also shifting in a negative direction. Household interest payments continue to trend up, suggesting a higher delinquency rate going forward (panel 3). Meanwhile, the Fed’s Senior Loan Officer Survey revealed that average consumer lending standards tightened in Q1 for the second consecutive quarter. Tighter lending standards usually coincide with rising consumer delinquencies (bottom panel). Loan officers also reported slowing demand for credit cards for the fifth consecutive quarter, and slowing auto loan demand for the third consecutive quarter. The combination of poor value and deteriorating credit quality leads us to recommend an underweight allocation to consumer ABS. Non-Agency CMBS: Neutral Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 8 basis points in May, bringing year-to-date excess returns up to +195 bps. The index option-adjusted spread for non-agency Aaa-rated CMBS widened 2 bps on the month. It currently sits at 69 bps, below its average pre-crisis level but somewhat above levels seen in 2018 (Chart 10). The macro outlook for commercial real estate looks somewhat unfavorable, with lenders tightening standards (panel 4) amidst waning demand (bottom panel) and decelerating prices (panel 3). However, CMBS still offer reasonable compensation for this risk. Especially compared to other similarly-rated fixed income sectors.7 Agency CMBS: Overweight Agency CMBS underperformed the duration-equivalent Treasury index by 6 basis points in May, bringing year-to-date excess returns up to +90 bps. The index option-adjusted spread widened 3 bps on the month and currently sits at 51 bps. The Excess Return Bond Map in Appendix C shows that Agency CMBS offer high potential return compared to other low-risk spread product. An overweight allocation to this defensive sector remains appropriate. Appendix A - The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the U.S. Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018, available at usbs.bcaresearch.com. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. Chart 11The Golden Rule's Track Record The Golden Rule's Track Record The Golden Rule's Track Record At present, the market is priced for 75 basis points of cuts during the next 12 months. We do not anticipate any rate cuts during this timeframe, and therefore recommend that investors maintain below-benchmark portfolio duration. We can also use our Golden Rule framework to make 12-month total return and excess return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the fed funds rate. Excess returns are relative to the Bloomberg Barclays Cash index. To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with 95% confidence intervals. Excess returns are calculated by subtracting assumed cash returns in each scenario from our total return projections. Image Image Appendix B - Butterfly Strategy Valuation The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: U.S. Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com U.S. Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As of May 31, 2019) When Expectations Are Self-Fulfilling When Expectations Are Self-Fulfilling Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As of May 31, 2019) When Expectations Are Self-Fulfilling When Expectations Are Self-Fulfilling Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of +56 bps in the 5 over 2/10 cell means that we would only expect the 5-year to outperform the 2/10 if the 2/10 slope steepens by more than 56 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) When Expectations Are Self-Fulfilling When Expectations Are Self-Fulfilling Appendix C - Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the U.S. fixed income market. The Map employs volatility-adjusted breakeven spread analysis to show how likely it is that a given sector will earn/lose money during the subsequent 12 months. The Map does not incorporate any macroeconomic view. The horizontal axis of the Map shows the number of days of average spread widening required for each sector to lose 100 bps versus a position in duration-matched Treasuries. Sectors plotting further to the left require more days of average spread widening and are therefore less likely to see losses. The vertical axis shows the number of days of average spread tightening required for each sector to earn 100 bps in excess of duration-matched Treasuries. Sectors plotting further toward the top require fewer days of spread tightening and are therefore more likely to earn 100 bps of excess return. Chart 12 Ryan Swift, U.S. Bond Strategist rswift@bcaresearch.com Jeremie Peloso, Research Analyst jeremiep@bcaresearch.com Footnotes 1 Please see U.S. Bond Strategy Weekly Report, “Hedge Near-Term Credit Exposure”, dated May 28, 2019, available at usbs.bcaresearch.com 2 Please see U.S. Bond Strategy Weekly Report, “Hedge Near-Term Credit Exposure”, dated May 28, 2019, available at usbs.bcaresearch.com 3 Please see U.S. Bond Strategy Weekly Report, “Full Speed Ahead”, dated April 16, 2019, available at usbs.bcaresearch.com 4 We have specifically been recommending a position short the 7-year bullet and long a duration-matched 2/30 barbell. 5 Please see U.S. Bond Strategy Weekly Report, “The New Battleground For Monetary Policy”, dated March 26, 2019, available at usbs.bcaresearch.com 6 Please see U.S. Bond Strategy Weekly Report, “Hedge Near-Term Credit Exposure”, dated May 28, 2019, available at usbs.bcaresearch.com 7 Please see U.S. Bond Strategy Weekly Report, “The Search For Aaa Spread”, dated March 12, 2019, available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification Corporate Sector Relative Valuation And Recommended Allocation

Highlights U.S. inflation is on a structural uptrend. Monetary and fiscal policy, populism, and demographics will tend to push inflation higher over the coming decade. How can investors protect portfolios against inflation risk? We look at periods of rising inflation to determine which assets were the best inflation hedge. We find that the level of inflation is very important in determining which assets work best. When inflation is rising and high, or very high, the best inflation hedges at the asset class level are commodities and U.S. TIPS. When inflation is very high, gold is the best commodity to hold and defensive sectors will minimize losses in an equity portfolio. However, hedges have a cost. Allocating a large percentage of a portfolio to inflation hedges will be a drag on returns. Investors should opt for a low allocation to hedges now, and increase to a medium level when inflation rises further. Feature Some 38 years have passed since the last time the U.S. suffered from double-digit inflation. The Federal Reserve reform of 1979, championed by Paul Volcker, changed the way the Fed approached monetary policy by putting a focus on controlling money growth.1 The reform gave way to almost four decades of relatively controlled inflation, which persists today. But times are changing. While most of today’s investors have never experienced anything other than periods of tame inflation, BCA expects that rising inflation will be a major driving force of asset returns over the coming decade.2 The main reasons behind this view are the following: 1. A rethink in the monetary policy framework: At its most recent meeting, the FOMC openly discussed the idea of a price-level target, implying that it would be open to the economy running hot to compensate for the past 10 years of below-target inflation (Chart II-1.1A, top panel). Chart II-1.1AStructural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I) Chart II-1.1BStructural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I)   2. Procyclical fiscal policy: The U.S. is conducting expansionary fiscal policy while the economy is at near-full employment (Chart II-1.1A, middle panel). The last time this happened in the U.S., during the 1960s, high inflation followed, as the fiscal boost made the economy run substantially above capacity. 3. Waning Fed independence: President Trump has openly questioned the hiking campaign undertaken by the Fed. Moreover, he has tried to nominate Fed governors with dovish tendencies. Historically around the world, a lack of central bank independence has often led to higher inflation rates (Chart II-1.1A, bottom panel). 4. Peak in globalization: Globalization accelerated significantly in the 1990s and 2000s, flooding the global economy with cheap labor (Chart II-1.1B, top panel). However, we believe that globalization has peaked. Instead, populism and protectionism will be the dominant paradigms for years to come, reducing the cheap pool of workers and goods previously available. 5. Demographics: The population in the U.S. is set to age in coming years (Chart II-1.1B, middle panel). As the percentage of U.S. retirees increases, the number of spenders relative to savers will begin to rise (Chart II-1.1B, bottom panel). Higher spending and lower savings in the economy should create upward pressure on inflation. If our view is correct, how should investors allocate their money? We attempt to answer this question by evaluating the performance of five major asset classes during periods when inflation was rising. Furthermore, we look into sub-asset class performance to determine how investors should position themselves within each asset class to take advantage of an inflationary environment. In our asset-class analysis, we use a data sample starting in 1973 and we limit ourselves to five publicly traded assets that have adequate history: global equities, U.S. Treasuries, U.S. real estate (REITs), U.S. inflation-linked bonds,3 and commodities. We compare asset classes according to their Sharpe ratios: average annualized excess returns divided by annualized volatilities.4  BCA expects that rising inflation will be a major driving force of asset returns over the coming decade. In our sub-asset class analysis, we analyze global equity sectors, international vs U.S. equities, and individual commodities. In some of the sections in our sub-asset class analysis, our sample is slightly reduced due to lack of historical data. Moreover, since in some instances all sectors have negative returns, we compare sub-asset classes according to their excess returns only. We base our analysis on the U.S. Consumer Price Index, given that most of the assets in our sample are U.S. based. We opt for this measure because it tends to track the living expenses for most U.S. citizens and it is the preferred measure to index defined-benefit payments. Finally, we decompose the periods of rising inflation into four quartiles in order to examine whether the level of inflation has any impact on the performance of each asset. Chart II-1.2 and Table II-1.1 show the different ranges we use for our analysis as well as a description of the typical economic and monetary policy environments in each of them. Chart II-1 Chart II- Summary Of Results Table II-1.2 shows the summary of our results. For a detailed explanation on how each asset class and sub-asset class behaves as inflation rises, please see the Asset Class section and the Sub-Asset Class section below. Chart II- Which assets perform best when inflation is rising? Rising inflation affects assets very differently, and is especially dependent on how high inflation is. Global equities performed positively when inflation was rising and low or mild, but they were one of the worst-performing assets when inflation was rising and high or very high. Importantly, equities underperformed U.S. Treasuries in periods of both high and very high inflation. Commodities and U.S. TIPS were the best performers when inflation was high or very high. U.S. REITs were not a good inflation hedge. Which global equity sectors perform best when inflation is rising? Energy and materials outperformed when inflation was high. Every single sector had negative excess returns when inflation was very high, but defensive sectors such as utilities, healthcare, and telecommunications5 minimized losses. Which commodities perform best when inflation is rising? With the exception of energy, most commodities had subpar excess returns when inflation was in the first two quartiles. Industrial metals outperformed when inflation was high. Gold and silver outperformed when inflation was very high. Additionally, gold had consistent returns and low volatility. What is the cost of inflation hedging? Chart II-1 To answer this question, we construct four portfolios with different levels of inflation hedging: 1. Benchmark (no inflation hedging): 60% equities/40% bonds. 2. Low Inflation Hedging: 50% equities/40% bonds/5% TIPS/5% commodities 3. Medium Inflation Hedging: 40% equities/30% bonds/15% TIPS/15 % commodities 4. Pure Inflation Hedging: 50% TIPS/50% commodities. While increased inflation hedging provides better performance when inflation is high and rising, these hedges are costly to hold when inflation is at lower ranges or when it is falling (Chart II-1.3, panels 1 & 2). However, adding moderate inflation hedging (low or medium) to a portfolio achieved the right balance between cost and protection, and ultimately improved risk-adjusted returns over the whole sample (Chart II-1.3, panel 3). What about absolute returns? The benchmark outperformed over the whole sample. However, the low and medium inflation hedging did not lag far behind, while avoiding the big drawdowns of high inflation periods (Chart II-1.3, panel 4). Investment Implications High inflation may return to the U.S. over the next decade. Therefore, inflation hedging should be a key consideration when constructing a portfolio. Based on our results, our recommendations are the following: 1. At the asset-class level, investors should allocate to commodities and U.S. TIPS to hedge inflation. 2.  However, these hedges are costly to hold as they will create a drag on returns in periods when inflation is not high or very high. Therefore, a low allocation to inflation hedges is warranted now. 3.   Inflation will probably start to pick up in the 2020s. A medium allocation to inflation hedges will then be appropriate. 4.   When inflation is high (3.3%-4.9%), investors should overweight energy and materials in their equity portfolios. Likewise, they should overweight industrial metals and energy within a commodity portfolio. 5.   When inflation is very high (4.9% or more), investors should overweight defensive sectors in their equity portfolio to minimize losses. Moreover, investors should overweight gold within a commodity portfolio. At the asset-class level, investors should allocate to commodities and U.S. TIPS to hedge inflation. Asset Classes Global Equities Chart II-2 The relationship between equity returns and rising inflation depends on how high inflation is, with outstanding performance when inflation is rising but low or mild, and poor performance as it gets higher (Chart II-2.1, top panel). This relationship can be explained by the interaction between interest rates, inflation, earnings, and valuations: Earnings growth was usually slightly negative when inflation was recovering from low levels. However, given that interest rates were very low in this environment and growth expectations were high, multiple expansion boosted equity returns (Chart II-2.1, bottom panel). When inflation was mild, the Fed typically started to raise rates, resulting in a declining multiple. However, equities had the best performance in this range thanks to very high earnings growth – a result of the economy growing strongly due to a healthy level of inflation. When inflation climbed into the high or very high range, earnings growth was usually positive but beginning to slow, as high inflation weighed on growth. Meanwhile the multiple started to decline rapidly due to rising interest rates and declining growth expectations. With the exception of the mild inflation range, the return profile of equities during inflationary periods was similar to its normal profile: negative skew and excess kurtosis (Table II-2.1). However, the consistency of returns decreased at higher levels of inflation, with only 45% of months with positive returns when inflation was rising and in its highest quartile. Chart II- U.S. Treasuries Chart II-2 U.S. Treasuries reacted in a similar fashion to equities when inflation was rising (Chart II-2.2). However, while Treasuries underperformed equities when inflation was low or mild, they actually outperformed equities when inflation was high or very high. This was in part due to the fact that at higher inflation ranges, U.S. Treasuries offer a higher coupon return when rates are high, at least partially counteracting losses from falling prices. The steady stream of cash flows from the coupons helped Treasuries achieve positive returns roughly two-thirds of the time at the highest levels of inflation (Table II-2.2). However, this consistency in returns came at a cost: very high inflation resulted in negative skew and high excess kurtosis. Therefore, while Treasuries provided frequent positive returns when inflation was very high, they were prone to violent selloffs. Chart II- U.S. REITs Chart II-2 While REITs had high risk-adjusted returns when inflation was rising but mild, much like equities they had subpar performance in every other quartile and particularly poor performance when inflation was high or very high (Chart II-2.3). These results confirm our previous research showing that REITs performance is very similar to that of equities.6 The return consistency for REITs was generally poor in inflationary periods, with the second-lowest percentage of positive return of any asset class (Table II-2.3). Moreover, REIT returns had excess kurtosis and negative skew throughout all inflation quartiles. Chart II- Commodity Futures Chart II-2 Commodities performed positively in every quartile, and did particularly well when inflation was mild (Chart II-2.4, top panel). However, total return and price return were very different due to the behavior of the roll and collateral return: Total risk-adjusted returns were lower than spot risk-adjusted returns when inflation was low and rising. This happened because during these periods, commodity supply was high relative to demand, as the economy was recovering from a deflationary shock. Thus, there was an incentive for producers to conserve inventories, making the futures curve upward-sloping (contango). Thus, roll return was negative (Chart II-2.4, bottom panel). When inflation was in the upper two quartiles, total risk-adjusted returns were much higher than risk-adjusted spot returns. This was because high inflation was the product of supply shocks. These supply shocks resulted in a downward-sloping futures curve (backwardation), which, in turn, resulted in a positive roll return. Additionally, high rates during these regimes contributed to a high collateral return. Commodities provided good return consistency during inflationary periods, with roughly 60% of positive return months in the upper two inflation quartiles (Table II-2.4). The skew of returns was neutral or positive in the top two quartiles. This means that although volatility was high for commodities, extreme return movements were normally positive. Chart II- U.S. Inflation-Protected Bonds Chart II-2 While inflation-protected bonds provided meager returns when inflation was rising but in the mild range, they provided excellent performance at the highest levels of inflation (Chart II-2.5). Moreover, this high Sharpe ratio was not just simply the result of low volatility, since U.S. TIPS had excess returns of 4.6% when inflation was high and 5.7% when inflation was very high.7 The return profile of inflation-protected bonds during inflationary periods was also attractive in our testing period. Average skew was positive, while kurtosis was relatively low (Table II-2.5). The percentage of positive months across all quartiles was also the highest of all asset classes, with a particularly high share of positive returns in the periods of highest inflation. Chart II- Sub-Asset Classes Global Equity Sectors Chart II-3 For the sector analysis, we looked at information technology, financials, energy, materials, utilities, healthcare, and telecommunications. We excluded industrials, consumer discretionary, and consumer staples given that they do not have adequate back data. Once again, we separate rising inflation periods into four quartiles, arriving at the following results: When inflation was low, information technology had the best excess returns while utilities had the worst (Chart II-3.1, panel 1). This matches our observations at the asset class level, as IT is highly responsive to changes in the valuation multiple. When inflation was mild, energy had the best performance, followed by information technology (Chart II-3.1, panel 2). Meanwhile, financials had the worst performance, as rates were normally rising in these periods. When inflation was high, sectors highly correlated with commodity prices such as energy and materials outperformed. Meanwhile, IT was the worst performer (Chart II-3.1, panel 3). When inflation was very high, every sector had negative excess returns. Overall, investing in energy minimized losses (Chart II-3.1, panel 4). However, this performance was in part attributable to the oil spikes of the 1970s. Alternatively, defensive sectors such as utilities, telecommunications, and healthcare also minimized losses. International vs U.S. Equities Chart II-3 How do equities outside of the U.S. behave when inflation is rising? While the high share of U.S. equities in the global index causes U.S. equities to be the main driver of global stock prices, is it possible to improve returns in inflationary environments by overweighting international equities? The answer once again depends on the level of inflation. When inflation was rising but low, U.S. stocks outperformed global ex-U.S. equities in both common currency and local currency terms (Chart II-3.2, panel 1). This was in part due to the inherent tech bias in U.S. stocks. Additionally, the low level of inflation was often accompanied by slowing global growth in our sample, helping the U.S. dollar. When inflation was mild, U.S. stocks once again outperformed international stocks in both local and common currency terms, though to a lesser degree (Chart II-3.2, panel 2). The dollar was roughly flat in this environment. U.S. stocks started to have negative excess returns when inflation was high (Chart II-3.2, panel 3). On the other hand international equities had positive excess returns in dollar terms, partly because of their energy and material bias and partly because the dollar was generally weak in this period. U.S. equities outperformed global ex-U.S. equities by a small margin when inflation was very high, given that defensive sectors such as telecommunication were over-represented in the U.S. index (Chart II-3.2, panel 4). The dollar was roughly flat in this period. Individual Commodities Chart II-3 Our analysis above confirmed that commodities were one of the best assets to hold when inflation was rising. However, which commodity performed best?8 Total return for every commodity was lower than spot return when inflation was low (Chart II-3.3, panel 1). This was due to the upward-sloping term structure of the futures curve (contango), resulting in a negative roll yield. In this range, energy had the best performance, followed by industrial metals. Precious metals had negative excess returns. When inflation was mild, energy had the best performance of any commodity by far (Chart II-3.3, panel 2). Precious and industrial metals had low but positive excess returns in this period. When inflation was high, industrial metals had the highest excess returns, followed by energy (Chart II-3.3, panel 3). We omit energy for the last quartile since there is not enough data available. Overall, when inflation was very high, both gold and silver had the highest excess returns (Chart II-3.3, panel 4). However, gold’s return volatility was much lower, while it also had positive returns 64% of the time compared to 52% for silver. Other Assets U.S. Direct Real Estate Our asset-class analysis confirmed that public real estate (REITs) as an asset class offered poor risk-adjusted returns during inflationary periods. But how did direct real estate perform? We analyzed direct real estate separately from all other assets because of a couple of issues: Our return dataset is available only on a quarterly basis, versus a monthly basis for the rest of the assets in our sample. Even when annualized, volatility is not directly comparable when using data with different frequencies. The NCREIF Real Estate Index that we used is a broad aggregate, which is not investable. Individual property prices might differ from this aggregate. Finally, real estate returns are measured on an appraisal basis. Appraisal-based indices are not reflective of real transactions. Moreover, prices tend to be sticky. To attenuate this issue we unsmoothed the capital returns by removing return autocorrelation. Overall, the Sharpe ratio of direct real estate was solid throughout the first three quartiles of rising inflation (Chart II-4.1, top panel). There is not enough data available for the fourth quartile. However, judging by the performance of U.S. housing in the 1970s from OECD, risk-adjusted returns when inflation was very high was likely positive (Chart II-4.1, bottom panel). Chart II-4 Chart II-4   Cash Cash (investing in a 3-month U.S. Treasury bill) outperformed inflation over our sample (Chart II-4.2, top panel). Moreover, cash provided positive real returns when inflation was mild, or high, or when it was decreasing (Chart II-4.2, bottom panel). However, cash was not a good inflation hedge at the highest inflation quartile, with an average annualized real loss of almost 2%. Juan Manuel Correa Ossa Senior Analyst Global Asset Allocation Footnotes 1       Please see Carl E. Walsh, “October 6, 1979,” FRSBF Economic Letter, 2004:35, (December 3, 2004). 2       Please see Global Investment Strategy Special Report, “1970s-Style Inflation: Could it Happen Again? (Part 1), ” dated August 10, 2018, and “1970s-Style Inflation: Could it Happen Again? (Part 2),” dated August 24, 2018, available at gis.bcaresearch.com. 3       We use a synthetic TIPS series for data prior to 1997. For details on the methodology, please see: Kothari, S.P. and Shanken, Jay A., “Asset Allocation with Inflation-Protected Bonds,” Financial Analysts Journal, Vol. 60, No. 1, pp. 54-70, January/February 2004. 4       Excess returns are defined as asset return relative to a 3-month Treasury bill. 5       Sector classification does not take into account GICS changes prior to December 2018.  6       Please see Global Asset Allocation Strategy Special Report "REITS Vs Direct: How To Get Exposure To Real Estate," dated September 15, 2016, available at gaa.bcaresearch.com. 7       It is important to note that the synthetic TIPS series does not completely match actual TIPS series for the periods where they overlap. Specifically, volatility is significantly higher in the synthetic series. Thus, results should be taken as approximations. 8       We decompose the returns into the same 4 quartiles to answer this question. However, due to lower data availability, we start our sample in 1978 instead of 1973. Moreover, our sample for energy is smaller beginning in 1983. This mainly reduces the amount of data available at the upper quartile.

Highlights The Federal Reserve’s monetary policy stance is slightly accommodative for the U.S., but it is too tight for the rest of the world. Inflation is likely to slow further before making a durable bottom toward year-end. The Fed will remain on an extended pause, maybe all the way through to December 2020. The trade war is not going away, and investors should not be complacent. However, it also guarantees that Chinese policymakers will redouble on their reflationary efforts. As a result, global growth is still set to improve in the second half of 2019. The dollar rally is in its last innings; the greenback will depreciate in the second half of this year. Treasury yields have limited downside and their recent breakdown is likely to be a fake-out. Use any strength in bond prices to further curtail portfolio duration. The correction in stocks is not over. However, the cycle’s highs still lie ahead. Feature Ongoing Sino-U.S. tensions and weakness in global growth are taking their toll. The S&P 500 has broken below its crucial 2,800 level, EM equities are quickly approaching their fourth-quarter 2018 lows, U.S. bond yields have fallen to their lowest readings since 2017, copper has erased all of its 2019 gains and the dollar is attempting to break out. In response, futures markets are now pricing in interest rate cuts by the Fed of 54 bps and 64 bps, over the next 12 and 24 months, respectively. Will the Fed ratify these expectations? Last week’s release of the most recent Fed’s Federal Open Market Committee meeting minutes, as well as comments from FOMC members ranging from Jerome Powell to Richard Clarida, are all adamantly clear: U.S. monetary policy is appropriate, and a rate cut is not on the table for now. However, the avowed data-dependency of the Fed implies that if economic conditions warrant, the FOMC will capitulate and cut rates. Even as U.S. inflation slows, a recession is unlikely. Moreover, the Sino-U.S. trade war will catalyze additional reflationary policy from China, putting a floor under global growth. In this context, the Fed is likely to stay put for an extended period, but will not cut rates. While the S&P 500 is likely to fall toward 2,600, the high for the cycle is still ahead. We therefore maintain our positive cyclical equity view, especially relative to government bonds, but we are hedging tactical risk. Fed Policy Is Neutral For The U.S…. If the fed funds rate was above the neutral rate – the so-called R-star – we would be more inclined to agree with interest rate markets and bet on a lower fed funds rate this year. However, it is not clear that this is the case. Chart I-1Mixed Message From The R-Star Indicator Mixed Message From The R-Star Indicator Mixed Message From The R-Star Indicator Admittedly, the inversion of the 10-year/3-month yield curve is worrisome, but other key variables are not validating this message. Currently, our R-star indicator, based on M1, bank liquidity, consumer credit, and the BCA Fed monitor, is only in neutral territory (Chart I-1). Moreover, we built a model based on the behavior of the dollar, yield curve, S&P homebuilding relative to the broad market and initial UI claims that gauges the probability that the fed funds rate is above R-star. Currently, the model gives a roughly 40% chance that U.S. monetary policy is tight (Chart I-2). Historically, such a reading was consistent with a neutral policy stance.   Chart I-2Today, Fed Policy Is At Neutral Today, Fed Policy Is At Neutral Today, Fed Policy Is At Neutral Models can be deceiving, so it is important to ensure that facts on the ground match their insights. Historically, housing is the sector most sensitive to monetary policy.1 Key forward-looking activity measures are not showing signs of stress: mortgage applications for purchases have jumped to new cyclical highs, and the NAHB homebuilders confidence index has smartly rebounded after weakening last year (Chart I-3). Also, homebuilder stocks have been in a steady uptrend relative to the S&P 500 since last October (Chart I-3, bottom panel). These three developments are not consistent with tight monetary policy. Chart I-3This Would Not Happen If Policy Were Tight This Would Not Happen If Policy Were Tight This Would Not Happen If Policy Were Tight The corporate sector confirms the message from the housing sector. While capex intentions have weakened, they remain at elevated levels, despite slowing profit growth and elevated global uncertainty. Moreover, the latest Fed Senior Loan Officer Survey shows that banks have again eased credit standards for commercial and industrial loans. Netting out all these factors, we are inclined to agree with the Fed that monetary policy in the U.S. is broadly neutral. If anything, the rebound in leading indicators of residential activity would argue that policy is even slightly accommodative. … But Not For The Rest Of The World Congress gave the Fed a U.S.-only mandate, but the U.S. dollar is the global reserve currency. Because the dollar is the keystone of the global financial architecture, between US$12 trillion and US$14 trillion of foreign-currency debt is issued in USDs, and the greenback is used as a medium of exchange in roughly US$800 trillion worth of transaction per year.2 Therefore, the Fed may target U.S. monetary conditions, but it sets the cost of money for the entire world. While U.S. monetary conditions may be appropriate for the U.S., they are not entirely appropriate for the world as a whole. Indeed, the green shoots of growth we highlighted two months ago are rapidly turning brown: Korean and Taiwanese exports, which are highly sensitive to the global and Asian business cycles, are still contracting at a brisk pace (Chart I-4, top panel). Japan, an economy whose variance in GDP mostly reflects global gyrations, is weakening. Exports are contracting at a 4.3% yearly pace, machine tool orders are plunging at a 33% annual rate and the coincident indicator is below 100 – a sign of shrinking activity. The semiconductor space is plunging (Chart I-4, second panel). Our EM Asia diffusion index, which tallies 23 variables, is near record lows (Chart I-4, third panel). Europe too is feeling the pain, led by Germany, another economy deeply dependent on global activity. The flash estimate for the euro area manufacturing PMI fell to 47.7 and plunged to 44.3 in Germany, its lowest level since July 2012 (Chart I-4, bottom panel). These developments show that the world economy remains weak, in part because the Chinese economy has yet to meaningfully regain any traction. The rebound in Chinese PMI in March proved short lived; in April, both the NBS and Caixin measures fell back to near the 50 boom/bust line. Since inflation lags real activity and global growth has yet to bottom, it could take some time before inflation finds a floor. A strong dollar is a natural consequence of an outperforming U.S. economy, especially when global growth weakens. Thus, the rally in the Fed’s nominal trade-weighted dollar to its highest level since March 2002 is unsurprising (Chart I-5). A strong Greenback will have implications for inflation, and thus the Fed. Chart I-4Global Growth: No Green Shoots Here Global Growth: No Green Shoots Here Global Growth: No Green Shoots Here Chart I-5A Strong Dollar Is A Natural Consequence Of Weak Growth A Strong Dollar Is A Natural Consequence Of Weak Growth A Strong Dollar Is A Natural Consequence Of Weak Growth   Transitory Inflation Weakness Is Not Over The Fed believes the current inflation slowdown is transitory. We agree. With a tight labor market and rising wages, the question is not if inflation will rise, but when. In the current context, it could take some time. As Chart I-6 shows, inflation has been stable for more than 20 years. From 1996 to today, core PCE has oscillated between 0.9% and 2.6%, while core CPI has hovered between 0.6% and 2.9%, with the peaks and troughs determined by the ebbs and flows of global growth. Since inflation lags real activity and global growth has yet to bottom, it could take some time before inflation finds a floor, likely around 1.3% and 1.5% for core PCE and core CPI, respectively. Chart I-6Stable U.S. Inflation Since 1996 Stable U.S. Inflation Since 1996 Stable U.S. Inflation Since 1996 A few dynamics strengthen this judgment: The strength in the dollar is deflationary (Chart I-7, top panel). Not only does an appreciating greenback depress import prices, it tightens U.S. and global financial conditions. It also undermines dollar-based liquidity, especially if EM central banks try to fight weakness in their own currencies. All these forces harm growth, commodity prices and ultimately, inflation. Chart I-7More Downside Ahead In Inflation For Now More Downside Ahead In Inflation For Now More Downside Ahead In Inflation For Now After adjusting for their disparate variance, the performance of EM stocks relative to EM bonds is an excellent leading indicator of global core inflation (Chart I-7, second panel). This ratio is impacted by EM financial conditions, explaining its forecasting power for prices. Since goods inflation – which disproportionally contributes to overall variations in core CPI – is globally determined, U.S. inflation will suffer as well. U.S. capacity utilization is declining (Chart I-7, third panel). The U.S. just underwent a mini inventory cycle. The 12-month moving averages of the Philadelphia Fed and Empire State surveys’ inventory indexes still stand above their long-term averages. U.S. firms will likely use discounts to entice customers, especially as a strong dollar and weak global growth point to limited foreign outlets for this excess capacity. Finally, the growth in U.S. unit labor costs is slowing sharply, which normally leads inflation lower (Chart I-7, bottom panel). Average hourly earnings may now be growing at a 3.2% annual pace, but productivity rebounded to a 2.4% year-on-year rate in the first quarter, damping the impact of higher salaries on costs. If global growth is weak and U.S. inflation decelerates further, the Fed is unlikely to raise interest rates anytime soon. As the Fed policy remains modestly accommodative and the labor market is at full employment, the balance of probability favors an extended pause over a cut. But keep in mind, next year’s elections may mean this pause could last all the way to December 2020. How Does The Trade War Fit In? An additional irritant has been added to the mix: the growing trade tensions between the U.S. and China. The trade war has resurrected fears of a repeat of the 1930 Smoot-Hawley tariffs, which prompted a wave of retaliatory actions, worsening the massive economic contraction of the Great Depression. There is indeed plenty to worry about. Today, global trade represents 25% of global GDP, compared to 12% in the late 1920s. Global growth would be highly vulnerable to a freeze in world trade. Besides, global supply chains are extremely integrated, with intra-company exports having grown from 7% of global GDP to 16% between 1993 and 2013. If a full-blown trade war were to flare up, much of the capital invested abroad by large multinationals might become uneconomic. As markets price in this probability, stock prices would be dragged down. Chart I-8Trade Uncertainty Alone Will Delay The Recovery Trade Uncertainty Alone Will Delay The Recovery Trade Uncertainty Alone Will Delay The Recovery The fear of a full-fledged trade war is already affecting the global economy. The fall in asset prices to reflect the risk of stranded capital is tightening financial conditions and hurting growth. Moreover, the rise in U.S. and global economic uncertainty is depressing capex intentions (Chart I-8). Since capex intentions are a leading variable for actual capex, global exports and manufacturing activity, the trade war is deepening and lengthening the current soft patch. Markets need to be wary of pricing in a quick end to the Sino-U.S. trade conflict. Table I-1 presents BCA’s Geopolitical Strategist Matt Gertken’s odds of various outcomes to the trade negotiations and their implications for stocks. Matt assigns only a 5% probability to a grand compromise between the U.S. and China on trade and tech. He also foresees a 35% chance that a deal on trade excluding an agreement on tech will be reached this year. This leaves 10% odds that the two sides agree to extend the negotiation deadline beyond June, 20% odds of no deal at all and a minor escalation, and 30% odds of a major escalation. In other words, BCA is currently assigning 60% odds of a market-unfriendly outcome, and only a 40% chance of a genuinely market-friendly one.3 Chart I- Chart I-9 Why the gloom? The U.S. and China are geopolitical rivals in a deadlock. Moreover, both parties are feeling increasingly emboldened to play hardball. On the U.S. side, President Donald Trump has threatened to expand his tariffs to all of China’s exports to the U.S., which would represent a major escalation in both the conflict and its cost (Chart I-9). However, despite the scale of the threat, even if it were fully borne by U.S. households, its impact should be kept in perspective. Imports of consumer goods from China only represent 2% of total household spending (Chart I-10, top panel). Moreover, households are not currently overly concerned with inflation, as goods prices are already muted (Chart I-10, middle panel) and family income is still growing (Chart I-10, bottom panel). Finally, a weak deal could easily be decried as a failure in the 2020 election. On the Chinese side, the 9.5% fall in the yuan is already absorbing some of the costs of the tariffs, and the RMB will depreciate further if the trade war escalates. Additionally, Chinese exports to the U.S. represent 3.4% of GDP, while household and capital spending equals 81% of output. China can support its domestic economy via fiscal and credit policy, greatly mitigating the blow from the trade war. The outlook for Chinese reflationary efforts is therefore paramount. In sharp contrast to its limited upside, the dollar’s downside will be much more significant once global growth improves. Not only do Chinese policymakers have the room to stimulate, they also have the will. In the first four months of 2019, Chinese total social financing flows have amounted to CNY 9.6 trillion, which compares favorably to the same period during the 2016 reflation campaign. Yet, the economy has not fully responded to the injection of credit and previously implemented tax cuts amounting to CNY 1.3 trillion or 1.4% of GDP. Consequently, GDP per capita is now lagging well behind the required path to hit the government’s 2020 development targets (Chart I-11). Moreover, Chinese policymakers’ recent comments have increasingly emphasized protecting employment. This combination raises the likelihood of additional stimulus in the months ahead. Chart I-10...But Do Not Overstate Trump's Constraints ...But Do Not Overstate Trump's Constraints ...But Do Not Overstate Trump's Constraints Chart I-11Chinese Stimulus: Scope And Willingness Chinese Stimulus: Scope And Willingness Chinese Stimulus: Scope And Willingness   Therein lies the paradox of the trade war. While its immediate effect on world growth is negative, it also increases the chance that Chinese authorities pull all the levers to support domestic growth. A greater reflationary push would thus address the strongest headwind shaking the global economy. It could take two to six more months before the Chinese economy fully responds and lifts global growth. Ultimately, it will. Hence, even as the trade war continues, we remain skeptical that the Fed will cut interest rates as the market is discounting. We are therefore sticking to our call that the Fed will not cut rates over the next 12 months and will instead stay on an extended pause. Investment Conclusions The Dollar So long as global growth remains soft, the dollar is likely to rally further. That being said, the pace of the decline in global growth is decelerating. As a corollary, the fastest pace of appreciation for the greenback is behind us (see Chart I-5 on page 6). The risk to this view is that the previous strength in the dollar has already unleashed a vicious cycle whereby global financial conditions have tightened enough to cause another precipitous fall in world growth. The dollar’s strong sensitivity to momentum would then kick in, fomenting additional dollar strength in response to the greater growth slowdown. In this environment, the Fed would have no choice but to cut interest rates. However, growing reflationary efforts around the world currently confine this scenario to being a risk, not a central case. Additional factors also limit how far the dollar can rally. Speculators have already aggressively bought the greenback (Chart I-12). The implication is that buyers have moved in to take advantage of the dollar-friendly fundamentals. When looking at the euro, which can be thought of as the anti-dollar, investors are imputing a large discount in euro area stocks relative to U.S. ones, pointing to elevated pessimism on non-U.S. growth (Chart I-13). It would therefore require a much graver outcome in global growth to cause investors to further downgrade the outlook for the rest of the world relative to the U.S. and bring in new buyers of greenbacks. Chart I-12USD: Supportive Fundamentals Are Already Reflected USD: Supportive Fundamentals Are Already Reflected USD: Supportive Fundamentals Are Already Reflected Chart I-13Plenty Of Pessimism In European Assets... Plenty Of Pessimism In European Assets... Plenty Of Pessimism In European Assets...   In sharp contrast to its limited upside, the dollar’s downside will be much more significant once global growth improves. The same factors that are currently putting the brakes on the dollar’s rise will fuel its eventual downturn. As global growth bounces, a liquidation of stale long-dollar bets will ensue. European growth will also rebound (Chart I-14), and euro pessimism will turn into positive surprises. European assets will be bought, and the euro will rise, deepening the dollar’s demise. We are closely following the Chinese and global manufacturing PMIs to gauge when global growth exits its funk. At this point, it will be time to sell the USD. Government Bonds Bonds are caught between strong crosscurrents. On the one hand, rising economic uncertainty caused by the trade war, slowing global economic activity and decelerating inflation are all bond-bullish. On the other hand, bond prices already reflect these tailwinds. The OIS curve is baking in 54 basis points of Fed cuts over the next 12 months, as well as a further 10 basis points over the following 12 months (Chart I-15, top panel). Meanwhile, term premia across many major bond markets are very negative (Chart I-15, middle panel). Finally, fixed-income investors have pushed their portfolio duration to extremely high levels relative to their benchmark (Chart I-15, bottom panel). Chart I-14...Creates Scope For Positive Surprises ...Creates Scope For Positive Surprises ...Creates Scope For Positive Surprises Chart I-15Fade The Treasury Rally Fade The Treasury Rally Fade The Treasury Rally   Last week, Treasury yields broke down below 2.34%. For this technical break to trigger a new down-leg in yields, investors must curtail their already-depressed expectations of the fed funds rate in 12-months’ time. However, the fed funds rate is not yet restrictive, and global growth should soon find a floor in response to expanding Chinese stimulus. Under these circumstances, the Fed is unlikely to cut rates, and will continue to telegraph its intentions not to do so. Hence, unless the S&P 500 or the ISM manufacturing fall below 2,500 and 50, respectively, any move lower in yields is likely to be transitory and shallow. Cyclically, yields should instead move higher. Our Global Fixed Income Strategy service’s duration indicator has already turned the corner (Chart I-16). Moreover, in the post-war period, Treasury yields have, on average, bottomed a year before inflation. Expecting an inflation trough in late 2019 or even early 2020 is therefore consistent with higher yields by year-end. Finally, when the Fed does not cut interest rates as much as the markets had been anticipating 12-months’ prior, Treasurys underperform cash. This is exactly BCA’s current Fed forecast. Chart I-16Global Yields Now Have More Upside Than Downside Global Yields Now Have More Upside Than Downside Global Yields Now Have More Upside Than Downside While we expect the bond-bearish forces to emerge victorious, yields may only rise slowly. The list of aforementioned supports for Treasury prices is long, the equity market will remain volatile and has yet to trough, and the trade war is likely to linger. We continue to closely monitor the AUD, the SEK versus the EUR, and copper to gauge if our view is wrong. These three markets are tightly linked to Chinese growth. If China’s stimulus is working, these three variables will rebound, and our bond view will be validated. If these three variables fall much further, U.S. yields could experience significantly more downside. Equities Equities are at a difficult juncture. The trade war is a bigger problem for Wall Street than for Main Street, as 43.6% sales of the S&P 500’s are sourced abroad. Moreover, the main mechanism through which trade tensions impact the stock market is through the threat that capital will be stranded – and thus worthless. This is a direct hit to the S&P 500, especially as global growth has yet to clearly stabilize and the Chinese are only beginning to make clearer retaliatory threats. Oil could also hurt stocks. Energy prices have proven resilient, despite weaker global economic activity. OPEC and Russia have been laser-focused on curtailing global crude inventories; even after the U.S. declined to extend waivers on Iranian exports, the swing oil producers have not meaningfully increased supply. Problems in Venezuela, Libya, and potential Iranian adventurism in Iraq could easily send oil prices sharply higher, especially as the U.S. does not have the export capacity to fulfill foreign demand. Thus, the oil market could suddenly tighten and create a large drag on global growth. This backdrop also warrants remaining overweight the energy sector. Stocks remain technically vulnerable. Global and U.S. stock market breadth has deteriorated significantly, as shown by the number of countries and stocks above their 200-day moving averages (Chart I-17). Moreover, since March, the strength in the S&P 500 has been very narrow, as shown by the very poor performance of the Value Line Geometric Average Index (Chart I-18). Meanwhile, the poor relative performance of small-cap stocks in an environment where the dollar is strong, where U.S. growth is holding steady compared to the rest of the world and where multinationals have the most to lose from a trade war, is perplexing. Chart I-17Stocks Remain Technically Fragile Stocks Remain Technically Fragile Stocks Remain Technically Fragile Chart I-18Dangerous Internal Dynamics Dangerous Internal Dynamics Dangerous Internal Dynamics   The U.S. stock market has the most downside potential in the weeks ahead. Like last summer, U.S. equity prices remain near record highs while EM and European stocks, many commodities and bond yields have been very weak. Moreover, the broad tech sector, the U.S.’s largest overweight, has defied gravity, despite weakness in the semiconductor sector, the entire industry’s large exposure to foreign markets, and the consequential slowdown in our U.S. Equity Strategy service's EPS model (Chart I-19).4 Thus, any bad news on the trade front or any additional strength in the dollar could prove especially painful for tech. This would handicap U.S. equities more than their already beaten-up foreign counterparts. Chart I-19The Tech Sector Profit Outlook Remains Poor The Tech Sector Profit Outlook Remains Poor The Tech Sector Profit Outlook Remains Poor These forces mean that the global equity correction will last longer, and that U.S. equities could suffer more than other DM markets. However, we do not see the S&P falling much beyond the 2,700 to 2,600 zone. Again, the fed funds rate is slightly accommodative and a U.S. recession – a prerequisite for a bear market (Chart I-20) – is unlikely over the coming 12 months. Moreover, global growth should soon recover, especially if China’s reflationary push gathers force. Additionally, an end to the dollar’s rally would create another welcomed relief valve for stocks. Chart I-20The Absence Of A Recession Means This Is A Correction, Not A Bear Market The Absence Of A Recession Means This Is A Correction, Not A Bear Market The Absence Of A Recession Means This Is A Correction, Not A Bear Market In this context, we recommend investors keep a cyclical overweight stance on stocks. Balanced portfolios should also overweight stocks relative to government bonds. However, the near-term risks highlighted above remain significant. Consequently, we also recommend investors hedge tactical equity risks, a position implemented by BCA’s Global Investment Strategy service three weeks ago.5 As a corollary, if stocks correct sharply, the associated rise in implied volatility will also cause a violent but short-lived pick up in credit spreads. In Section II, we look beyond the short-term gyrations. One of BCA’s long-term views is that inflation is slowly embarking on a structural uptrend. An environment of rising long-term inflation is unfamiliar to the vast majority of investors. In this piece, Juan-Manuel Correa, of our Global Asset Allocation team, shows which assets offer the best inflation protection under various states of rising consumer and producer prices. Mathieu Savary Vice President The Bank Credit Analyst May 30, 2019 Next Report: June 27, 2019 II. Investors’ Guide To Inflation Hedging: How To Invest When Inflation Rises U.S. inflation is on a structural uptrend. Monetary and fiscal policy, populism, and demographics will tend to push inflation higher over the coming decade. How can investors protect portfolios against inflation risk? We look at periods of rising inflation to determine which assets were the best inflation hedge. We find that the level of inflation is very important in determining which assets work best. When inflation is rising and high, or very high, the best inflation hedges at the asset class level are commodities and U.S. TIPS. When inflation is very high, gold is the best commodity to hold and defensive sectors will minimize losses in an equity portfolio. However, hedges have a cost. Allocating a large percentage of a portfolio to inflation hedges will be a drag on returns. Investors should opt for a low allocation to hedges now, and increase to a medium level when inflation rises further. Some 38 years have passed since the last time the U.S. suffered from double-digit inflation. The Federal Reserve reform of 1979, championed by Paul Volcker, changed the way the Fed approached monetary policy by putting a focus on controlling money growth.1 The reform gave way to almost four decades of relatively controlled inflation, which persists today. But times are changing. While most of today’s investors have never experienced anything other than periods of tame inflation, BCA expects that rising inflation will be a major driving force of asset returns over the coming decade.2 The main reasons behind this view are the following: 1. A rethink in the monetary policy framework: At its most recent meeting, the FOMC openly discussed the idea of a price-level target, implying that it would be open to the economy running hot to compensate for the past 10 years of below-target inflation (Chart II-1.1A, top panel). Chart II-1.1AStructural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I) Chart II-1.1BStructural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I)   2. Procyclical fiscal policy: The U.S. is conducting expansionary fiscal policy while the economy is at near-full employment (Chart II-1.1A, middle panel). The last time this happened in the U.S., during the 1960s, high inflation followed, as the fiscal boost made the economy run substantially above capacity. 3. Waning Fed independence: President Trump has openly questioned the hiking campaign undertaken by the Fed. Moreover, he has tried to nominate Fed governors with dovish tendencies. Historically around the world, a lack of central bank independence has often led to higher inflation rates (Chart II-1.1A, bottom panel). 4. Peak in globalization: Globalization accelerated significantly in the 1990s and 2000s, flooding the global economy with cheap labor (Chart II-1.1B, top panel). However, we believe that globalization has peaked. Instead, populism and protectionism will be the dominant paradigms for years to come, reducing the cheap pool of workers and goods previously available. 5. Demographics: The population in the U.S. is set to age in coming years (Chart II-1.1B, middle panel). As the percentage of U.S. retirees increases, the number of spenders relative to savers will begin to rise (Chart II-1.1B, bottom panel). Higher spending and lower savings in the economy should create upward pressure on inflation. If our view is correct, how should investors allocate their money? We attempt to answer this question by evaluating the performance of five major asset classes during periods when inflation was rising. Furthermore, we look into sub-asset class performance to determine how investors should position themselves within each asset class to take advantage of an inflationary environment. In our asset-class analysis, we use a data sample starting in 1973 and we limit ourselves to five publicly traded assets that have adequate history: global equities, U.S. Treasuries, U.S. real estate (REITs), U.S. inflation-linked bonds,3 and commodities. We compare asset classes according to their Sharpe ratios: average annualized excess returns divided by annualized volatilities.4  BCA expects that rising inflation will be a major driving force of asset returns over the coming decade. In our sub-asset class analysis, we analyze global equity sectors, international vs U.S. equities, and individual commodities. In some of the sections in our sub-asset class analysis, our sample is slightly reduced due to lack of historical data. Moreover, since in some instances all sectors have negative returns, we compare sub-asset classes according to their excess returns only. We base our analysis on the U.S. Consumer Price Index, given that most of the assets in our sample are U.S. based. We opt for this measure because it tends to track the living expenses for most U.S. citizens and it is the preferred measure to index defined-benefit payments. Finally, we decompose the periods of rising inflation into four quartiles in order to examine whether the level of inflation has any impact on the performance of each asset. Chart II-1.2 and Table II-1.1 show the different ranges we use for our analysis as well as a description of the typical economic and monetary policy environments in each of them. Chart II-1 Chart II- Summary Of Results Table II-1.2 shows the summary of our results. For a detailed explanation on how each asset class and sub-asset class behaves as inflation rises, please see the Asset Class section and the Sub-Asset Class section below. Chart II- Which assets perform best when inflation is rising? Rising inflation affects assets very differently, and is especially dependent on how high inflation is. Global equities performed positively when inflation was rising and low or mild, but they were one of the worst-performing assets when inflation was rising and high or very high. Importantly, equities underperformed U.S. Treasuries in periods of both high and very high inflation. Commodities and U.S. TIPS were the best performers when inflation was high or very high. U.S. REITs were not a good inflation hedge. Which global equity sectors perform best when inflation is rising? Energy and materials outperformed when inflation was high. Every single sector had negative excess returns when inflation was very high, but defensive sectors such as utilities, healthcare, and telecommunications5 minimized losses. Which commodities perform best when inflation is rising? With the exception of energy, most commodities had subpar excess returns when inflation was in the first two quartiles. Industrial metals outperformed when inflation was high. Gold and silver outperformed when inflation was very high. Additionally, gold had consistent returns and low volatility. Chart II-1 What is the cost of inflation hedging? To answer this question, we construct four portfolios with different levels of inflation hedging: 1. Benchmark (no inflation hedging): 60% equities/40% bonds. 2. Low Inflation Hedging: 50% equities/40% bonds/5% TIPS/5% commodities 3. Medium Inflation Hedging: 40% equities/30% bonds/15% TIPS/15 % commodities 4. Pure Inflation Hedging: 50% TIPS/50% commodities. While increased inflation hedging provides better performance when inflation is high and rising, these hedges are costly to hold when inflation is at lower ranges or when it is falling (Chart II-1.3, panels 1 & 2). However, adding moderate inflation hedging (low or medium) to a portfolio achieved the right balance between cost and protection, and ultimately improved risk-adjusted returns over the whole sample (Chart II-1.3, panel 3). What about absolute returns? The benchmark outperformed over the whole sample. However, the low and medium inflation hedging did not lag far behind, while avoiding the big drawdowns of high inflation periods (Chart II-1.3, panel 4). Investment Implications High inflation may return to the U.S. over the next decade. Therefore, inflation hedging should be a key consideration when constructing a portfolio. Based on our results, our recommendations are the following: 1. At the asset-class level, investors should allocate to commodities and U.S. TIPS to hedge inflation. 2.  However, these hedges are costly to hold as they will create a drag on returns in periods when inflation is not high or very high. Therefore, a low allocation to inflation hedges is warranted now. 3.   Inflation will probably start to pick up in the 2020s. A medium allocation to inflation hedges will then be appropriate. 4.   When inflation is high (3.3%-4.9%), investors should overweight energy and materials in their equity portfolios. Likewise, they should overweight industrial metals and energy within a commodity portfolio. 5.   When inflation is very high (4.9% or more), investors should overweight defensive sectors in their equity portfolio to minimize losses. Moreover, investors should overweight gold within a commodity portfolio. At the asset-class level, investors should allocate to commodities and U.S. TIPS to hedge inflation. Asset Classes Global Equities Chart II-2 The relationship between equity returns and rising inflation depends on how high inflation is, with outstanding performance when inflation is rising but low or mild, and poor performance as it gets higher (Chart II-2.1, top panel). This relationship can be explained by the interaction between interest rates, inflation, earnings, and valuations: Earnings growth was usually slightly negative when inflation was recovering from low levels. However, given that interest rates were very low in this environment and growth expectations were high, multiple expansion boosted equity returns (Chart II-2.1, bottom panel). When inflation was mild, the Fed typically started to raise rates, resulting in a declining multiple. However, equities had the best performance in this range thanks to very high earnings growth – a result of the economy growing strongly due to a healthy level of inflation. When inflation climbed into the high or very high range, earnings growth was usually positive but beginning to slow, as high inflation weighed on growth. Meanwhile the multiple started to decline rapidly due to rising interest rates and declining growth expectations. With the exception of the mild inflation range, the return profile of equities during inflationary periods was similar to its normal profile: negative skew and excess kurtosis (Table II-2.1). However, the consistency of returns decreased at higher levels of inflation, with only 45% of months with positive returns when inflation was rising and in its highest quartile. Chart II- U.S. Treasuries Chart II-2 U.S. Treasuries reacted in a similar fashion to equities when inflation was rising (Chart II-2.2). However, while Treasuries underperformed equities when inflation was low or mild, they actually outperformed equities when inflation was high or very high. This was in part due to the fact that at higher inflation ranges, U.S. Treasuries offer a higher coupon return when rates are high, at least partially counteracting losses from falling prices. The steady stream of cash flows from the coupons helped Treasuries achieve positive returns roughly two-thirds of the time at the highest levels of inflation (Table II-2.2). However, this consistency in returns came at a cost: very high inflation resulted in negative skew and high excess kurtosis. Therefore, while Treasuries provided frequent positive returns when inflation was very high, they were prone to violent selloffs. Chart II- U.S. REITs Chart II-2 While REITs had high risk-adjusted returns when inflation was rising but mild, much like equities they had subpar performance in every other quartile and particularly poor performance when inflation was high or very high (Chart II-2.3). These results confirm our previous research showing that REITs performance is very similar to that of equities.6 The return consistency for REITs was generally poor in inflationary periods, with the second-lowest percentage of positive return of any asset class (Table II-2.3). Moreover, REIT returns had excess kurtosis and negative skew throughout all inflation quartiles. Chart II- Commodity Futures Chart II-2 Commodities performed positively in every quartile, and did particularly well when inflation was mild (Chart II-2.4, top panel). However, total return and price return were very different due to the behavior of the roll and collateral return: Total risk-adjusted returns were lower than spot risk-adjusted returns when inflation was low and rising. This happened because during these periods, commodity supply was high relative to demand, as the economy was recovering from a deflationary shock. Thus, there was an incentive for producers to conserve inventories, making the futures curve upward-sloping (contango). Thus, roll return was negative (Chart II-2.4, bottom panel). When inflation was in the upper two quartiles, total risk-adjusted returns were much higher than risk-adjusted spot returns. This was because high inflation was the product of supply shocks. These supply shocks resulted in a downward-sloping futures curve (backwardation), which, in turn, resulted in a positive roll return. Additionally, high rates during these regimes contributed to a high collateral return. Commodities provided good return consistency during inflationary periods, with roughly 60% of positive return months in the upper two inflation quartiles (Table II-2.4). The skew of returns was neutral or positive in the top two quartiles. This means that although volatility was high for commodities, extreme return movements were normally positive. Chart II- U.S. Inflation-Protected Bonds Chart II-2 While inflation-protected bonds provided meager returns when inflation was rising but in the mild range, they provided excellent performance at the highest levels of inflation (Chart II-2.5). Moreover, this high Sharpe ratio was not just simply the result of low volatility, since U.S. TIPS had excess returns of 4.6% when inflation was high and 5.7% when inflation was very high.7 The return profile of inflation-protected bonds during inflationary periods was also attractive in our testing period. Average skew was positive, while kurtosis was relatively low (Table II-2.5). The percentage of positive months across all quartiles was also the highest of all asset classes, with a particularly high share of positive returns in the periods of highest inflation. Chart II- Sub-Asset Classes Global Equity Sectors Chart II-3 For the sector analysis, we looked at information technology, financials, energy, materials, utilities, healthcare, and telecommunications. We excluded industrials, consumer discretionary, and consumer staples given that they do not have adequate back data. Once again, we separate rising inflation periods into four quartiles, arriving at the following results: When inflation was low, information technology had the best excess returns while utilities had the worst (Chart II-3.1, panel 1). This matches our observations at the asset class level, as IT is highly responsive to changes in the valuation multiple. When inflation was mild, energy had the best performance, followed by information technology (Chart II-3.1, panel 2). Meanwhile, financials had the worst performance, as rates were normally rising in these periods. When inflation was high, sectors highly correlated with commodity prices such as energy and materials outperformed. Meanwhile, IT was the worst performer (Chart II-3.1, panel 3). When inflation was very high, every sector had negative excess returns. Overall, investing in energy minimized losses (Chart II-3.1, panel 4). However, this performance was in part attributable to the oil spikes of the 1970s. Alternatively, defensive sectors such as utilities, telecommunications, and healthcare also minimized losses. International vs U.S. Equities Chart II-3 How do equities outside of the U.S. behave when inflation is rising? While the high share of U.S. equities in the global index causes U.S. equities to be the main driver of global stock prices, is it possible to improve returns in inflationary environments by overweighting international equities? The answer once again depends on the level of inflation. When inflation was rising but low, U.S. stocks outperformed global ex-U.S. equities in both common currency and local currency terms (Chart II-3.2, panel 1). This was in part due to the inherent tech bias in U.S. stocks. Additionally, the low level of inflation was often accompanied by slowing global growth in our sample, helping the U.S. dollar. When inflation was mild, U.S. stocks once again outperformed international stocks in both local and common currency terms, though to a lesser degree (Chart II-3.2, panel 2). The dollar was roughly flat in this environment. U.S. stocks started to have negative excess returns when inflation was high (Chart II-3.2, panel 3). On the other hand international equities had positive excess returns in dollar terms, partly because of their energy and material bias and partly because the dollar was generally weak in this period. U.S. equities outperformed global ex-U.S. equities by a small margin when inflation was very high, given that defensive sectors such as telecommunication were over-represented in the U.S. index (Chart II-3.2, panel 4). The dollar was roughly flat in this period. Individual Commodities Chart II-3 Our analysis above confirmed that commodities were one of the best assets to hold when inflation was rising. However, which commodity performed best?8 Total return for every commodity was lower than spot return when inflation was low (Chart II-3.3, panel 1). This was due to the upward-sloping term structure of the futures curve (contango), resulting in a negative roll yield. In this range, energy had the best performance, followed by industrial metals. Precious metals had negative excess returns. When inflation was mild, energy had the best performance of any commodity by far (Chart II-3.3, panel 2). Precious and industrial metals had low but positive excess returns in this period. When inflation was high, industrial metals had the highest excess returns, followed by energy (Chart II-3.3, panel 3). We omit energy for the last quartile since there is not enough data available. Overall, when inflation was very high, both gold and silver had the highest excess returns (Chart II-3.3, panel 4). However, gold’s return volatility was much lower, while it also had positive returns 64% of the time compared to 52% for silver. Other Assets U.S. Direct Real Estate Our asset-class analysis confirmed that public real estate (REITs) as an asset class offered poor risk-adjusted returns during inflationary periods. But how did direct real estate perform? We analyzed direct real estate separately from all other assets because of a couple of issues: Our return dataset is available only on a quarterly basis, versus a monthly basis for the rest of the assets in our sample. Even when annualized, volatility is not directly comparable when using data with different frequencies. The NCREIF Real Estate Index that we used is a broad aggregate, which is not investable. Individual property prices might differ from this aggregate. Finally, real estate returns are measured on an appraisal basis. Appraisal-based indices are not reflective of real transactions. Moreover, prices tend to be sticky. To attenuate this issue we unsmoothed the capital returns by removing return autocorrelation. Overall, the Sharpe ratio of direct real estate was solid throughout the first three quartiles of rising inflation (Chart II-4.1, top panel). There is not enough data available for the fourth quartile. However, judging by the performance of U.S. housing in the 1970s from OECD, risk-adjusted returns when inflation was very high was likely positive (Chart II-4.1, bottom panel). Chart II-4 Chart II-4   Cash Cash (investing in a 3-month U.S. Treasury bill) outperformed inflation over our sample (Chart II-4.2, top panel). Moreover, cash provided positive real returns when inflation was mild, or high, or when it was decreasing (Chart II-4.2, bottom panel). However, cash was not a good inflation hedge at the highest inflation quartile, with an average annualized real loss of almost 2%. Juan Manuel Correa Ossa Senior Analyst Global Asset Allocation   III. Indicators And Reference Charts Last month, we argued that the S&P 500 would most likely enter a period of digestion after its furious gains from December to April. This corrective episode is now upon us as the S&P 500 is breaking below the crucial 2,800 level. Moreover, our short-term technical indicators are deteriorating, as the number of stocks above their 30-week and 10-week moving averages have rolled over after hitting elevated levels, but have yet to hit levels consistent with a durable trough. This vulnerability is especially worrisome in a context where pressure will continue to build, as Beijing is only beginning to retaliate to the U.S.’s trade belligerence. Our Revealed Preference Indicator (RPI) is not flashing a buy signal either. The RPI combines the idea of market momentum with valuation and policy measures. It provides a powerful bullish signal if positive market momentum lines up with constructive signals from the policy and valuation measures. Conversely, if constructive market momentum is not supported by valuation and policy, investors should lean against the market trend. It will require either cheaper valuations, a pick-up in global growth or further policy easing before stocks can resume their ascent. On the plus side, our Willingness-to-Pay (WTP) indicator for the U.S. and Japan continues to improve. However, it remains flat in Europe. The WTP indicator tracks flows, and thus provides information on what investors are actually doing, as opposed to sentiment indexes that track how investors are feeling. The current readings in major advanced economies thus suggest that investors are still inclined to add to their stock holdings. Hence, stock weaknesses are likely to prompt buy-the-dip behaviors by investors. Therefore, the expected downdraft will remain a correction and stocks have more cyclical upside. Our Monetary Indicator remains in stimulative territory, supporting our cyclical constructive equity view. The Fed is firmly on hold and global central banks have been opening the monetary spigots, thus monetary conditions should stay supportive. The BCA Composite Valuation Indicator, an amalgamation of 11 measures, is in overvalued territory, but it is not high enough to negate the positive message of our Monetary Indicator, especially as our Composite Technical Indicator has moved back above its 9-month moving average. These dynamics confirm that despite the near-term downside, equities have more cyclical upside. According to our model, 10-year Treasurys are slightly expensive. Moreover, our technical indicator flags a similar picture. However, duration surveys show that investors have very elevated portfolio duration, and both the term premium and Fed expectations are very depressed. Taking this positioning into account, BCA’s economic view is consistent with limited yield downside in the short-run, and higher yields on a 6 to 12 month basis. On a PPP basis, the U.S. dollar is only getting ever more expensive. Additionally, our Composite Technical Indicator is not only in overbought territory, it is also starting to diverge from prices. Normally, this technical action points to a possible trend reversal, especially when valuations are so demanding. However, this downside will only materialize once global growth shows greater signs of strength. EQUITIES: Chart III-1U.S. Equity Indicators U.S. Equity Indicators U.S. Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3U.S. Equity Sentiment Indicators U.S. Equity Sentiment Indicators U.S. Equity Sentiment Indicators   Chart III-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator Chart III-5U.S. Stock Market Valuation U.S. Stock Market Valuation U.S. Stock Market Valuation Chart III-6U.S. Earnings U.S. Earnings U.S. Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9U.S. Treasurys And Valuations U.S. Treasurys And Valuations U.S. Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes   Chart III-11Selected U.S. Bond Yields Selected U.S. Bond Yields Selected U.S. Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13U.S. Corporate Bonds And Health Monitor U.S. Corporate Bonds And Health Monitor U.S. Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets   CURRENCIES: Chart III-16U.S. Dollar And PPP U.S. Dollar And PPP U.S. Dollar And PPP Chart III-17U.S. Dollar And Indicator U.S. Dollar And Indicator U.S. Dollar And Indicator Chart III-18U.S. Dollar Fundamentals U.S. Dollar Fundamentals U.S. Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning   ECONOMY: Chart III-28U.S. And Global Macro Backdrop U.S. And Global Macro Backdrop U.S. And Global Macro Backdrop Chart III-29U.S. Macro Snapshot U.S. Macro Snapshot U.S. Macro Snapshot Chart III-30U.S. Growth Outlook U.S. Growth Outlook U.S. Growth Outlook Chart III-31U.S. Cyclical Spending U.S. Cyclical Spending U.S. Cyclical Spending Chart III-32U.S. Labor Market U.S. Labor Market U.S. Labor Market Chart III-33U.S. Consumption U.S. Consumption U.S. Consumption Chart III-34U.S. Housing U.S. Housing U.S. Housing Chart III-35U.S. Debt And Deleveraging U.S. Debt And Deleveraging U.S. Debt And Deleveraging   Chart III-36U.S. Financial Conditions U.S. Financial Conditions U.S. Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China   Mathieu Savary Vice President The Bank Credit Analyst   Footnotes 1       Edward E. Leamer, "Housing is the business cycle," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 149-233, 2007. 2       This includes both real and financial transactions. 3       Please see Geopolitical Strategy Weekly Report, “How Trump Became A War President,” dated May 17, 2019, available at gps.bcaresearch.com 4       Please see Global Investment Strategy Special Report, “Stay Cyclically Overweight Global Equities, But Hedge Near-Term Downside Risks From An Escalation Of A Trade War,” dated May 10, 2019, available at gis.bcaresearch.com 5       Please see U.S. Equity Strategy Weekly Report, “Trader's Paradise,” dated January 28, 2019, available at uses.bcaresearch.com 6       Please see Carl E. Walsh, “October 6, 1979,” FRSBF Economic Letter, 2004:35, (December 3, 2004). 7       Please see Global Investment Strategy Special Report, “1970s-Style Inflation: Could it Happen Again? (Part 1), ” dated August 10, 2018, and “1970s-Style Inflation: Could it Happen Again? (Part 2),” dated August 24, 2018, available at gis.bcaresearch.com. 8       We use a synthetic TIPS series for data prior to 1997. For details on the methodology, please see: Kothari, S.P. and Shanken, Jay A., “Asset Allocation with Inflation-Protected Bonds,” Financial Analysts Journal, Vol. 60, No. 1, pp. 54-70, January/February 2004. 9       Excess returns are defined as asset return relative to a 3-month Treasury bill. 10       Sector classification does not take into account GICS changes prior to December 2018.  11       Please see Global Asset Allocation Strategy Special Report "REITS Vs Direct: How To Get Exposure To Real Estate," dated September 15, 2016, available at gaa.bcaresearch.com. 12       It is important to note that the synthetic TIPS series does not completely match actual TIPS series for the periods where they overlap. Specifically, volatility is significantly higher in the synthetic series. Thus, results should be taken as approximations. 13       We decompose the returns into the same 4 quartiles to answer this question. However, due to lower data availability, we start our sample in 1978 instead of 1973. Moreover, our sample for energy is smaller beginning in 1983. This mainly reduces the amount of data available at the upper quartile. EQUITIES:FIXED INCOME:CURRENCIES:COMMODITIES:ECONOMY:

Highlights Corporate Bonds: Corporate bond spreads have been slow to price-in the escalation of the U.S./China trade dispute. Nimble investors should take steps to mitigate their near-term (0-3 month) exposure to credit spreads, but remain overweight corporate bonds (both investment grade and high-yield) on a 6-12 month investment horizon. Duration: With 50 bps of rate cuts already priced into the market for the next 12 months, there is very little money to be made from extending duration and potentially a lot of money to be made by keeping duration low. This is especially true given that the Fed has so far done nothing to suggest that rate cuts are on the table. TIPS: Long-maturity TIPS breakeven inflation rates look cheap on our model, and the core PCE deflator’s sharp drop probably overstates the deflationary pressures in the economy. Maintain an overweight allocation to TIPS versus nominal Treasuries in U.S. bond portfolios. Feature Concerns that the ongoing U.S./China trade war will exacerbate the decline in global growth flared again last week, and our geopolitical strategists see high odds of further near-term escalation.1 For starters, China has not yet retaliated to the U.S. Commerce Department’s blacklisting of Huawei and a handful of other Chinese tech firms. Meanwhile, the U.S. stands ready to extend tariffs across the full slate of imported Chinese goods. To cap it all off, there are currently no firm plans for the resumption of talks between the countries’ respective negotiating teams, and no assurance that Presidents Donald Trump and Xi Jinping will speak to each other at the G20 Summit in Japan on June 28-29. Credit Spreads Are Too Complacent Chart 1Corporate Bonds At Risk Corporate Bonds At Risk Corporate Bonds At Risk While Treasury yields responded to the turmoil by dropping for the second consecutive week, the spillover to corporate bond markets has been less severe. Chart 1 on page 1 shows that corporate bond excess returns have de-coupled from the CRB Raw Industrials index during the past 12 months. The CRB Raw Industrials index tracks a broad basket of commodity prices, making it an excellent real-time indicator of the market’s assessment of global growth. Like Treasury yields, the CRB index has fallen sharply during the past two weeks. The wide gulf between corporate bond and commodity returns suggests that we will soon see either a sell-off in the corporate bond market or a positive re-rating of global growth that sends the CRB index higher. Recent history provides examples of both cases (Chart 2). The CRB index rose to meet corporate bond returns in 2012, but dragged corporate bond returns lower in 2014. Given the long list of potential negative trade catalysts, some near-term downside for corporate bond excess returns appears more likely. But it’s not just political headlines that make us cautious about the near-term outlook for credit spreads. The uncertainty created by the U.S./China trade dispute is now finding its way into the economic survey data. Flash Manufacturing PMIs for the U.S., Eurozone and Japan all fell in May, with respondents quick to blame the decline on global trade tensions. Much like the CRB index, PMI readings are sending a starkly different message than credit spreads. Either trade tensions will ease during the next couple of months, sending PMIs higher, or corporate bond spreads will widen. A model of U.S. capacity utilization based on lagged junk spreads predicts that capacity utilization will rise from its current 78% to 80% during the next six months (Chart 3). However, both the Markit and ISM Manufacturing PMIs suggest a further decline is more likely. Once again, either trade tensions will ease during the next couple of months, sending the PMIs higher, or corporate bond spreads will widen. Chart 2Position For Reconvergence Position For Reconvergence Position For Reconvergence Chart 3Capacity Utilization & Junk Spreads Capacity Utilization & Junk Spreads Capacity Utilization & Junk Spreads   We recommend that investors take measures to limit their near-term (~3-month) exposure to corporate spread risk. Stay Positive On A Cyclical (6-12 Month) Horizon Chart 4Expect More Stimulus From China Expect More Stimulus From China Expect More Stimulus From China While near-term caution is warranted, we would still position for positive corporate bond excess returns (both investment grade & high-yield) on a 6-12 month investment horizon. Ultimately, the U.S. and China will navigate toward some sort of truce, and the negative impact from tariffs is unlikely to derail the U.S. economic recovery.2 What’s more, Chinese policymakers will accelerate their stimulus efforts to mitigate the negative impact of higher tariffs. Our China Investment Strategy service tracks a composite of six money and credit growth indicators that lead Chinese economic activity. This leading indicator has already bottomed, and our strategists anticipate a return to stimulus levels reminiscent of mid-2016 (Chart 4).3 As long as a U.S. recession is avoided, corporate bond spreads will eventually settle near levels seen in the late stages of previous economic cycles (Chart 5A & Chart 5B).4 Chart 5AInvestment Grade Spread Targets Investment Grade Spread Targets Investment Grade Spread Targets Chart 5BHigh-Yield Spread Targets High-Yield Spread Targets High-Yield Spread Targets   Bottom Line: Corporate bond spreads have been slow to price-in the escalation of the U.S./China trade dispute. Nimble investors should take steps to mitigate their near-term (0-3 month) exposure to credit spreads, but remain overweight corporate bonds (both investment grade and high-yield) on a 6-12 month investment horizon. Risk & Reward In The Treasury Market Unlike credit spreads, Treasury yields have responded aggressively to the negative news flow. The 10-year Treasury yield currently sits at 2.32%, 7 bps lower than at this time last week. Meanwhile, the overnight index swap curve is priced for two full 25 basis point rate cuts over the next 12 months. Interestingly, while market prices imply 50 bps of rate cuts during the next year, the New York Fed’s Survey of Market Participants shows that, as of the May FOMC meeting, investors didn’t actually expect rate cuts any time soon. The shaded region in Chart 6 shows the interquartile range of the surveyed investors’ fed funds rate forecasts, while the dashed black line shows the median forecast. The survey responses convey widespread consensus that the fed funds rate will remain flat until the end of the year – the 25th percentile, median and 75th percentile are all equal until the end of 2019. Then, heading into 2020, the 75th percentile of the distribution starts to forecast rate hikes. The 25th percentile doesn’t move in the direction of rate cuts until Q4 2020, and the median forecaster sees the fed funds rate staying put at least through the second half of 2021. Chart 6Market And Survey Expectations Differ Market And Survey Expectations Differ Market And Survey Expectations Differ Why would market prices imply a much lower path for the fed funds rate than actual investor survey responses? The most likely reason relates to assessments about the balance of risks. When responding to surveys, investors will usually provide their modal (or most likely) outcome. However, investor bets in financial markets will reflect a dollar-weighted average of different possible scenarios. It’s possible that while investors think a flat fed funds rate is the most likely outcome, they also view rate cuts as a higher probability tail risk than rate hikes. They therefore invest some of their money to hedge that risk, even if it does not reflect their base case view. Chart 7 The intuition that rate cuts remain a “tail risk” is confirmed by another question from the survey. This question asks investors to consider a time period between now and the end of the year, and then attach a probability to the Fed’s next move i.e. whether it will be hike, a cut, or whether there will be no change in the funds rate until the end of 2019 (Chart 7). As of the April/May survey, market participants thought the odds of a hike were 23%, odds of a cut were 17% and the odds of flat rates until the end of the year were 59%. Before the Fed meeting in March, investors saw 50% chance of a hike, 13% chance of a cut, and 37% chance of no change. The overall message is that investors continue to view a 2019 rate cut as a tail risk, but one that’s perceived probability is rising. In any event, for our purposes it doesn’t really matter how investors respond to surveys. According to our Golden Rule of Bond Investing, if the actual change in the fed funds rate over the next 12 months exceeds what is currently priced into the OIS curve for that period, then below-benchmark portfolio duration positions will pay off.5 In fact, the Golden Rule even gives us a framework for translating different rate hike/cut scenarios into expected 12-month Treasury returns (Table 1). Table 1The Golden Rule Of Bond Investing Hedge Near-Term Credit Exposure Hedge Near-Term Credit Exposure Based on current prices, if the fed funds rate holds steady for the next 12 months – as the median market participant expects – we calculate that the Bloomberg Barclays Treasury Master Index will lose between 1.98% and 2.41% relative to cash. Even in the scenario where the Fed delivers two rate cuts during the next 12 months, we would still expect Treasury index returns to lag cash by 12-13 bps. Negative excess returns in the “two rate cut” scenario are due to the negative carry in the Treasury index. Capital gains/losses would be close to zero in that scenario, since the change in the fed funds rate is exactly equal to the market’s expectations. Investors continue to view a 2019 rate cut as a tail risk, but one that’s perceived probability is rising. What’s evident from those figures is that there is currently very little money to be made betting on rate cuts, and quite a bit to be made betting on rate hikes. The risk/reward balance in the Treasury market clearly favors keeping portfolio duration low. But What Will The Fed Actually Do? The minutes from the last FOMC meeting show broad consensus around the Fed’s current “on hold” policy stance, though it’s notable that “a few” participants thought rate hikes would be appropriate if the economy evolved in line with their expectations. The minutes contain no mention of a possible rate cut. Our sense is that it would require a further sharp tightening of financial conditions or significantly worse economic data before the Fed seriously considers cutting rates. Our Fed Monitor – an aggregate indicator that measures economic growth, inflation and financial conditions – is currently very close to the zero line, a level consistent with the Fed’s “on hold” stance (Chart 8). The ISM Manufacturing PMI is also firmly above the 50 boom/bust line. Historically, Fed rate cuts are usually preceded by a negative reading from our Fed Monitor and a sub-50 PMI. We would be looking for those two signals before expecting the Fed to cut rates. Chart 8Sub-50 ISM Required Before The Fed Cuts Rates Sub-50 ISM Required Before The Fed Cuts Rates Sub-50 ISM Required Before The Fed Cuts Rates Bottom Line: With 50 bps of rate cuts already priced into the market for the next 12 months, there is very little money to be made from extending duration and potentially a lot of money to be made by keeping duration low. This is especially true given that the Fed has so far done nothing to suggest that rate cuts are on the table. Inflation & TIPS Chart 9Adaptive Expectations Model Adaptive Expectations Model Adaptive Expectations Model It’s not just nominal Treasury yields that dropped during the past two weeks. Long-maturity TIPS breakeven inflation rates – the spread between nominal Treasury yields and TIPS yields – also fell precipitously. The 10-year TIPS breakeven inflation rate is currently 1.76% and the 5-year/5-year forward breakeven is only 1.9%. These figures suggest that the market does not trust the Fed to meet its inflation target in the long-run. Our main valuation tool for the 10-year TIPS breakeven rate is our Adaptive Expectations Model.6 It derives a fair value for the 10-year breakeven based on: The 10-year rate of change in the core consumer price index The 12-month rate of change in the headline consumer price index The New York Fed’s Underlying Inflation Gauge At present, the 10-year TIPS breakeven rate is 20 bps below the model’s fair value (Chart 9). It shouldn’t be too surprising that TIPS look cheap relative to nominals. Recent inflation data have been weak and the Fed has written off the weakness as “transitory”, leading to doubts about whether it will keep rates low enough to meet its target. For our part, we think investors should take advantage of low breakevens and overweight TIPS versus nominal Treasuries in U.S. bond portfolios. In fact, the Fed’s characterization of low inflation as “transitory” seems correct. Chart 10 shows both the core and trimmed mean PCE deflators. The dramatic fall in the core measure, which strips out food and energy prices from the headline number, is what has caught the market’s attention. But it’s important to note that trimmed mean PCE inflation has not confirmed the decline. In fact, it remains in a multi-year uptrend. Recent inflation data have been weak, but the Fed has written off the weakness as “transitory”. Chart 10Low Inflation Looks "Transitory" Low Inflation Looks "Transitory" Low Inflation Looks "Transitory" This is the third time during this cycle that core PCE inflation has diverged negatively from the trimmed mean. Core eventually rebounded and re-converged with the trimmed mean in both of the prior two episodes. The Fed is banking on the third time playing out the same way, and we think it would be unwise to bet against them. Recently released research from the Federal Reserve Bank of Dallas shows that trimmed mean PCE inflation provides a less-biased real-time estimate of the headline figure than the traditional core measure. The latter tends to run too low. The trimmed mean is also more closely related to labor market slack.7 Bottom Line: Long-maturity TIPS breakeven inflation rates look cheap on our model, and the core PCE deflator’s sharp drop probably overstates the deflationary pressures in the economy. Maintain an overweight allocation to TIPS versus nominal Treasuries in U.S. bond portfolios. Ryan Swift U.S. Bond Strategist rswift@bcaresearch.com 1      Please see Geopolitical Strategy Weekly Report, “Is Trump Ready For The New Long March?” dated May 24, 2019, available at gps.bcaresearch.com 2      The potential economic impact from tariffs is discussed in Global Investment Strategy Weekly Report, “Tarrified,” dated May 16, 2019, available at gis.bcaresearch.com 3      Please see China Investment Strategy Weekly Report, “Simple Arithmetic,” dated May 15, 2019, available at cis.bcaresearch.com 4      For details on how we determine the spread targets shown in Charts 5A & 5B, please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 5      Please see U.S. Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018, available at usbs.bcaresearch.com 6      For details on the model’s construction please see U.S. Bond Strategy Weekly Report, “Adaptive Expectations In The TIPS Market,” dated November 20, 2018, available at usbs.bcaresearch.com 7      https://www.dallasfed.org/-/media/Documents/research/papers/2019/wp1903… Fixed Income Sector Performance Recommended Portfolio Specification

HighlightsU.S. inflation is on a structural uptrend. Monetary and fiscal policy, populism, and demographics will tend to push inflation higher over the coming decade.How can investors protect portfolios against inflation risk? We look at periods of rising inflation to determine which assets were the best inflation hedge.We find that the level of inflation is very important in determining which assets work best.When inflation is rising and high, or very high, the best inflation hedges at the asset class level are commodities and U.S. TIPS.When inflation is very high, gold is the best commodity to hold and defensive sectors will minimize losses in an equity portfolio.However, hedges have a cost. Allocating a large percentage of a portfolio to inflation hedges will be a drag on returns. Investors should opt for a low allocation to hedges now, and increase to a medium level when inflation rises further.FeatureSome 38 years have passed since the last time the U.S. suffered from double-digit inflation. The Federal Reserve reform of 1979, championed by Paul Volcker, changed the way the Fed approached monetary policy by putting a focus on controlling money growth.1 The reform gave way to almost four decades of relatively controlled inflation, which persists today.But times are changing. While most of today’s investors have never experienced anything other than periods of tame inflation, BCA expects that rising inflation will be a major driving force of asset returns over the coming decade.2 The main reasons behind this view are the following:A rethink in the monetary policy framework: At its most recent meeting, the FOMC openly discussed the idea of a price-level target, implying that it would be open to the economy running hot to compensate for the past 10 years of below-target inflation (Chart I-1A, top panel).Procyclical fiscal policy: The U.S. is conducting expansionary fiscal policy while the economy is at near-full employment (Chart I-1A, middle panel). The last time this happened in the U.S., during the 1960s, high inflation followed, as the fiscal boost made the economy run substantially above capacity.Waning Fed independence: President Trump has openly questioned the hiking campaign undertaken by the Fed. Moreover, he has tried to nominate Fed governors with dovish tendencies. Historically around the world, a lack of central bank independence has often led to higher inflation rates (Chart I-1A, bottom panel).Peak in globalization: Globalization accelerated significantly in the 1990s and 2000s, flooding the global economy with cheap labor (Chart I-1B, top panel). However, we believe that globalization has peaked. Instead, populism and protectionism will be the dominant paradigms for years to come, reducing the cheap pool of workers and goods previously available.Demographics: The population in the U.S. is set to age in coming years (Chart I-1B, middle panel). As the percentage of U.S. retirees increases, the number of spenders relative to savers will begin to rise (Chart I-1B, bottom panel). Higher spending and lower savings in the economy should create upward pressure on inflation. Chart I-1AStructural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I) Structural Forces Point To Higher Inflation In The Coming Decade (I)   Chart I-1BStructural Forces Point To Higher Inflation In The Coming Decade (II) Structural Forces Point To Higher Inflation In The Coming Decade (II) Structural Forces Point To Higher Inflation In The Coming Decade (II)  If our view is correct, how should investors allocate their money?We attempt to answer this question by evaluating the performance of five major asset classes during periods when inflation was rising. Furthermore, we look into sub-asset class performance to determine how investors should position themselves within each asset class to take advantage of an inflationary environment.In our asset-class analysis, we use a data sample starting in 1973 and we limit ourselves to five publicly traded assets that have adequate history: global equities, U.S. Treasuries, U.S. real estate (REITs), U.S. inflation-linked bonds,3 and commodities. We compare asset classes according to their Sharpe ratios: average annualized excess returns divided by annualized volatilities.4 BCA expects that rising inflation will be a major driving force of asset returns over the coming decade.In our sub-asset class analysis, we analyze global equity sectors, international vs U.S. equities, and individual commodities. In some of the sections in our sub-asset class analysis, our sample is slightly reduced due to lack of historical data. Moreover, since in some instances all sectors have negative returns, we compare sub-asset classes according to their excess returns only.We base our analysis on the U.S. Consumer Price Index, given that most of the assets in our sample are U.S. based. We opt for this measure because it tends to track the living expenses for most U.S. citizens and it is the preferred measure to index defined-benefit payments.Finally, we decompose the periods of rising inflation into four quartiles in order to examine whether the level of inflation has any impact on the performance of each asset. Chart I-2 and Table I-1 show the different ranges we use for our analysis as well as a description of the typical economic and monetary policy environments in each of them. Chart I-2 Chart I- Summary Of ResultsTable I-2 shows the summary of our results. For a detailed explanation on how each asset class and sub-asset class behaves as inflation rises, please see the Asset Class section and the Sub-Asset Class section below. Chart I- Which assets perform best when inflation is rising?Rising inflation affects assets very differently, and is especially dependent on how high inflation is.Global equities performed positively when inflation was rising and low or mild, but they were one of the worst-performing assets when inflation was rising and high or very high. Importantly, equities underperformed U.S. Treasuries in periods of both high and very high inflation.Commodities and U.S. TIPS were the best performers when inflation was high or very high.U.S. REITs were not a good inflation hedge.Which global equity sectors perform best when inflation is rising?Energy and materials outperformed when inflation was high.Every single sector had negative excess returns when inflation was very high, but defensive sectors such as utilities, healthcare, and telecommunications5 minimized losses.Which commodities perform best when inflation is rising?With the exception of energy, most commodities had subpar excess returns when inflation was in the first two quartiles.Industrial metals outperformed when inflation was high.Gold and silver outperformed when inflation was very high. Additionally, gold had consistent returns and low volatility.What is the cost of inflation hedging?To answer this question, we construct four portfolios with different levels of inflation hedging:Benchmark (no inflation hedging): 60% equities / 40% bonds.Low Inflation Hedging: 50% equities / 40% bonds / 5% TIPS / 5% commoditiesMedium Inflation Hedging: 40% equities / 30% bonds / 15% TIPS / 15 % commoditiesPure Inflation Hedging: 50% TIPS / 50% commodities. At the asset-class level, investors should allocate to commodities and U.S. TIPS to hedge inflation. Chart I-3Inflation Hedging Comes At A Cost Inflation Hedging Comes At A Cost Inflation Hedging Comes At A Cost  While increased inflation hedging provides better performance when inflation is high and rising, these hedges are costly to hold when inflation is at lower ranges or when it is falling (Chart I-3, panels 1 & 2). However, adding moderate inflation hedging (low or medium) to a portfolio achieved the right balance between cost and protection, and ultimately improved risk-adjusted returns over the whole sample (Chart I-3, panel 3).What about absolute returns? The benchmark outperformed over the whole sample. However, the low and medium inflation hedging did not lag far behind, while avoiding the big drawdowns of high inflation periods (Chart I-3, panel 4).Investment ImplicationsHigh inflation may return to the U.S. over the next decade. Therefore, inflation hedging should be a key consideration when constructing a portfolio. Based on our results, our recommendations are the following:1.  At the asset-class level, investors should allocate to commodities and U.S. TIPS to hedge inflation.2.  However, these hedges are costly to hold as they will create a drag on returns in periods when inflation is not high or very high. Therefore, a low allocation to inflation hedges is warranted now.3.  Inflation will probably start to pick up in the 2020s. A medium allocation to inflation hedges will then be appropriate.4.  When inflation is high (3.3%-4.9%), investors should overweight energy and materials in their equity portfolios. Likewise, they should overweight industrial metals and energy within a commodity portfolio.5.  When inflation is very high (4.9% or more), investors should overweight defensive sectors in their equity portfolio to minimize losses. Moreover, investors should overweight gold within a commodity portfolio.Asset ClassesGlobal EquitiesThe relationship between equity returns and rising inflation depends on how high inflation is, with outstanding performance when inflation is rising but low or mild, and poor performance as it gets higher (Chart II-1, top panel). Chart II-1 This relationship can be explained by the interaction between interest rates, inflation, earnings, and valuations:Earnings growth was usually slightly negative when inflation was recovering from low levels. However, given that interest rates were very low in this environment and growth expectations were high, multiple expansion boosted equity returns (Chart II-1, bottom panel).When inflation was mild, the Fed typically started to raise rates, resulting in a declining multiple. However, equities had the best performance in this range thanks to very high earnings growth – a result of the economy growing strongly due to a healthy level of inflation.When inflation climbed into the high or very high range, earnings growth was usually positive but beginning to slow, as high inflation weighed on growth. Meanwhile the multiple started to decline rapidly due to rising interest rates and declining growth expectations.With the exception of the mild inflation range, the return profile of equities during inflationary periods was similar to its normal profile: negative skew and excess kurtosis (Table II-1). However, the consistency of returns decreased at higher levels of inflation, with only 45% of months with positive returns when inflation was rising and in its highest quartile. Chart II- U.S. Treasuries Chart II-2 U.S. Treasuries reacted in a similar fashion to equities when inflation was rising (Chart II-2). However, while Treasuries underperformed equities when inflation was low or mild, they actually outperformed equities when inflation was high or very high. This was in part due to the fact that at higher inflation ranges, U.S. Treasuries offer a higher coupon return when rates are high, at least partially counteracting losses from falling prices.The steady stream of cash flows from the coupons helped Treasuries achieve positive returns roughly two-thirds of the time at the highest levels of inflation (Table II-2). However, this consistency in returns came at a cost: very high inflation resulted in negative skew and high excess kurtosis. Therefore, while Treasuries provided frequent positive returns when inflation was very high, they were prone to violent selloffs. Chart II- U.S. REITs Chart II-3 While REITs had high risk-adjusted returns when inflation was rising but mild, much like equities they had subpar performance in every other quartile and particularly poor performance when inflation was high or very high (Chart II-3). These results confirm our previous research showing that REITs performance is very similar to that of equities.6The return consistency for REITs was generally poor in inflationary periods, with the second-lowest percentage of positive return of any asset class (Table II-3). Moreover, REIT returns had excess kurtosis and negative skew throughout all inflation quartiles. Chart II- Commodity Futures Chart II-4 Commodities performed positively in every quartile, and did particularly well when inflation was mild (Chart II-4, top panel). However, total return and price return were very different due to the behavior of the roll and collateral return:Total risk-adjusted returns were lower than spot risk-adjusted returns when inflation was low and rising. This happened because during these periods, commodity supply was high relative to demand, as the economy was recovering from a deflationary shock. Thus, there was an incentive for producers to conserve inventories, making the futures curve upward-sloping (contango). Thus, roll return was negative (Chart II-4, bottom panel).When inflation was in the upper two quartiles, total risk-adjusted returns were much higher than risk-adjusted spot returns. This was because high inflation was the product of supply shocks. These supply shocks resulted in a downward-sloping futures curve (backwardation), which, in turn, resulted in a positive roll return. Additionally, high rates during these regimes contributed to a high collateral return.Commodities provided good return consistency during inflationary periods, with roughly 60% of positive return months in the upper two inflation quartiles (Table II-4). The skew of returns was neutral or positive in the top two quartiles. This means that although volatility was high for commodities, extreme return movements were normally positive. Chart II- U.S. Inflation-Protected Bonds Chart II-5 While inflation-protected bonds provided meager returns when inflation was rising but in the mild range, they provided excellent performance at the highest levels of inflation (Chart II-5). Moreover, this high Sharpe ratio was not just simply the result of low volatility, since U.S. TIPS had excess returns of 4.6% when inflation was high and 5.7% when inflation was very high.7The return profile of inflation-protected bonds during inflationary periods was also attractive in our testing period. Average skew was positive, while kurtosis was relatively low (Table II-5). The percentage of positive months across all quartiles was also the highest of all asset classes, with a particularly high share of positive returns in the periods of highest inflation. Chart II- Sub-Asset ClassesGlobal Equity Sectors Chart III-1 For the sector analysis, we looked at information technology, financials, energy, materials, utilities, healthcare, and telecommunications. We excluded industrials, consumer discretionary, and consumer staples given that they do not have adequate back data.Once again, we separate rising inflation periods into four quartiles, arriving at the following results:When inflation was low, information technology had the best excess returns while utilities had the worst (Chart III-1, panel 1). This matches our observations at the asset class level, as IT is highly responsive to changes in the valuation multiple.When inflation was mild, energy had the best performance, followed by information technology (Chart III-1, panel 2). Meanwhile, financials had the worst performance, as rates were normally rising in these periods.When inflation was high, sectors highly correlated with commodity prices such as energy and materials outperformed. Meanwhile, IT was the worst performer (Chart III-1, panel 3).When inflation was very high, every sector had negative excess returns. Overall, investing in energy minimized losses (Chart III-1, panel 4). However, this performance was in part attributable to the oil spikes of the 1970s. Alternatively, defensive sectors such as utilities, telecommunications, and healthcare also minimized losses. International vs U.S. Equities Chart III-2 How do equities outside of the U.S. behave when inflation is rising? While the high share of U.S. equities in the global index causes U.S. equities to be the main driver of global stock prices, is it possible to improve returns in inflationary environments by overweighting international equities?The answer once again depends on the level of inflation. When inflation was rising but low, U.S. stocks outperformed global ex-U.S. equities in both common currency and local currency terms (Chart III-2, panel 1). This was in part due to the inherent tech bias in U.S. stocks. Additionally, the low level of inflation was often accompanied by slowing global growth in our sample, helping the U.S. dollar.When inflation was mild, U.S. stocks once again outperformed international stocks in both local and common currency terms, though to a lesser degree (Chart III-2, panel 2). The dollar was roughly flat in this environmentU.S. stocks started to have negative excess returns when inflation was high (Chart III-2, panel 3). On the other hand international equities had positive excess returns in dollar terms, partly because of their energy and material bias and partly because the dollar was generally weak in this period.U.S. equities outperformed global ex-U.S. equities by a small margin when inflation was very high, given that defensive sectors such as telecommunication were over-represented in the U.S. index (Chart III-2, panel 4). The dollar was roughly flat in this period. Individual Commodities Chart III-3 Our analysis above confirmed that commodities were one of the best assets to hold when inflation was rising. However, which commodity performed best?8Total return for every commodity was lower than spot return when inflation was low (Chart III-3, panel 1). This was due to the upward-sloping term structure of the futures curve (contango), resulting in a negative roll yield. In this range, energy had the best performance, followed by industrial metals. Precious metals had negative excess returns.When inflation was mild, energy had the best performance of any commodity by far (Chart III-3, panel 2). Precious and industrial metals had low but positive excess returns in this period.When inflation was high, industrial metals had the highest excess returns, followed by energy (Chart III-3, panel 3).We omit energy for the last quartile since there is not enough data available. Overall, when inflation was very high, both gold and silver had the highest excess returns (Chart III-3, panel 4). However, gold’s return volatility was much lower, while it also had positive returns  64% of the time compared to 52% for silver.Other AssetsU.S. Direct Real Estate Chart IV-1Direct Real Estate Is A Good Inflation Hedge Direct Real Estate Is A Good Inflation Hedge Direct Real Estate Is A Good Inflation Hedge  Our asset-class analysis confirmed that public real estate (REITs) as an asset class offered poor risk-adjusted returns during inflationary periods. But how did direct real estate perform?We analyzed direct real estate separately from all other assets because of a couple of issues:Our return dataset is available only on a quarterly basis, versus a monthly basis for the rest of the assets in our sample. Even when annualized, volatility is not directly comparable when using data with different frequencies.The NCREIF Real Estate Index that we used is a broad aggregate, which is not investable. Individual property prices might differ from this aggregate.Finally, real estate returns are measured on an appraisal basis. Appraisal-based indices are not reflective of real transactions. Moreover, prices tend to be sticky. To attenuate this issue we unsmoothed the capital returns by removing return autocorrelation.Overall, the Sharpe ratio of direct real estate was solid throughout the first three quartiles of rising inflation (Chart IV-1, top panel). There is not enough data available for the fourth quartile. However, judging by the performance of U.S. housing in the 1970s from OECD, risk-adjusted returns when inflation was very high was likely positive (Chart IV-1, bottom panel). Cash Chart IV-2Very High Inflation Erodes The Value Of Cash Very High Inflation Erodes The Value Of Cash Very High Inflation Erodes The Value Of Cash  Cash (investing in a 3-month U.S. Treasury bill) outperformed inflation over our sample. (Chart IV-2, top panel). Moreover, cash provided positive real returns when inflation was mild, or high, or when it was decreasing (Chart IV-2, bottom panel). However, cash was not a good inflation hedge at the highest inflation quartile, with an average annualized real loss of almost 2%. Juan Manuel Correa OssaSenior Analystjuanc@bcaresearch.com Footnotes1      Please see Carl E. Walsh, “October 6, 1979,” FRSBF Economic Letter, 2004:35, (December 3, 2004).2      Please see Global Investment Strategy Special Report, “1970s-Style Inflation: Could it Happen Again? (Part 1), ” dated August 10, 2018, available at gis.bcaresearch.com and Global Investment Strategy Special Report, “1970s-Style Inflation: Could it Happen Again? (Part 2),” dated August 24, 2018, available at gis.bcaresearch.com.3      We use a synthetic TIPS series for data prior to 1997. For details on the methodology, please see: Kothari, S.P. and Shanken, Jay A., “Asset Allocation with Inflation-Protected Bonds,” Financial Analysts Journal, Vol. 60, No. 1, pp. 54-70, January/February 2004. Jay A., “Asset Allocation with Inflation-Protected Bonds,” Financial Analysts Journal, Vol. 60, No. 1, pp. 54-70, January/February 2004.4      Excess returns are defined as asset return relative to a 3-month Treasury bill.5      Sector classification does not take into account GICS changes prior to December 2018. 6      Please see Global Asset Allocation Strategy Special Report "REITS Vs Direct: How To Get Exposure To Real Estate," dated September 15, 2016, available at gaa.bcaresearch.com.7      It is important to note that the synthetic TIPS series does not completely match actual TIPS series for the periods where they overlap. Specifically, volatility is significantly higher in the synthetic series. Thus, results should be taken as approximations.8      We decompose the returns into the same 4 quartiles to answer this question. However, due to lower data availability, we start our sample in 1978 instead of 1973. Moreover, our sample for energy is smaller beginning in 1983. This mainly reduces the amount of data available at the upper quartile.       

Highlights Chart 1Is Low Inflation Transitory? Is Low Inflation Transitory? Is Low Inflation Transitory? Persistent /pə’sıst(ə)nt/ adj. If inflation runs persistently above or below 2 percent, then the Fed would be forced to adjust its policy stance to nudge it back towards target. Transitory /’trænsıtərı/ adj. If inflation’s deviation from target is only transitory, it means that it will return to target even if the Fed maintains its current policy stance. Symmetrical /sı‘metrık(ə)l/ adj. The Fed’s inflation target is symmetrical because the FOMC is as concerned with undershoots as it is with overshoots. More recently, some members are urging the Fed to demonstrate the target’s symmetry by explicitly pursuing an overshoot.  Last week, Chair Powell described recent low inflation readings as transitory (Chart 1). In other words, the Fed believes that interest rates are already low enough to send inflation higher over time. Equally, with downbeat inflation expectations signaling doubts about the symmetry of the Fed’s target (bottom panel), the committee is in no rush to hike. The result is status quo monetary policy for the time being. With the market priced for 25 basis points of rate cuts over the next 12 months, investors should keep portfolio duration low. Feature Investment Grade: Overweight Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 95 basis points in April, bringing year-to-date excess returns up to +365 bps. The corporate bond sector’s strong outperformance has resulted in spread tightening across the credit spectrum. In fact, average index spreads for the Aaa, Aa and A credit tiers are now at or below our fair value targets.1 Only the Baa credit tier, which accounts for about 50% of index market cap, remains attractively valued, with an average spread 11 bps above target (Chart 2). We recommend that investors focus their investment grade credit exposure on Baa-rated bonds. The combination of above-trend economic growth and accommodative Fed policy creates a favorable environment for credit risk. Spreads should continue to tighten in the near-term. However, we will turn more cautious once Baa spreads reach our target. Gross corporate leverage ticked higher in Q4, breaking a year-long downtrend (panel 4). Meantime, while C&I lending standards eased slightly in Q1 after having tightened in Q4 (bottom panel), C&I loan demand contracted for the third consecutive quarter. Weaker loan demand in the Fed’s Senior Loan Officer Survey often precedes tighter lending standards, and tighter lending standards usually coincide with wider corporate bond spreads.    Chart Chart High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 137 basis points in April, bringing year-to-date excess returns up to +710 bps. Junk spreads for all credit tiers remain above our spread targets (Chart 3).2 At present: The Ba-rated option-adjusted spread is 214 bps, 35 bps above target. The B-rated spread is 356 bps, 79 bps above target. The Caa-rated spread is 709 bps, 145 bps above target. An alternative valuation measure, the excess spread available in the junk index after accounting for expected default losses, is currently 267 bps, slightly above average historical levels (panel 4). However, this measure uses the Moody’s baseline default rate forecast of 1.7% for the next 12 months. For that forecast to be realized, it would require a substantial decline from the current default rate of 2.4%. In a previous Special Report, we flagged some reasons why the Moody’s forecast might be too optimistic.3 Among them is the increase in job cut announcements, which remains a concern despite last month’s drop (bottom panel). If we assume that the default rate holds at 2.4% for the next 12 months, the default-adjusted junk spread would fall to 237 bps. Still reasonably attractive by historical standards, and consistent with positive excess returns. MBS: Neutral Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 1 basis point in April, dragging year-to-date excess returns down to +27 bps. The conventional 30-year zero-volatility spread widened 1 bp on the month, as a 5 bps widening in the option-adjusted spread (OAS) was partially offset by a 4 bps drop in the compensation for prepayment risk (option cost). At 42 bps, the conventional 30-year OAS now looks elevated compared to recent years, though it remains below the pre-crisis mean (Chart 4). In fact, we would assign high odds to MBS outperformance during the next few months. Not only is the OAS attractive, but mortgage refinancings – which have recently caused the nominal MBS spread to widen – have probably peaked (panel 2). Following its sharp decline earlier in the year, the 30-year mortgage rate has now leveled-off. Another downleg is unlikely, given the recent improvements in housing data. New home sales and mortgage purchase applications have both surged in recent months, while homebuilder optimism remains close to one standard deviation above its long-run mean.4 Moreover, even at current mortgage rates we calculate that only about 17% of the conventional 30-year MBS index is refinanceable.  All in all, given that corporate credit offers higher expected returns, we continue to recommend only a neutral allocation to MBS. However, MBS spreads are very likely to tighten during the next few months.   Government-Related: Underweight Chart 5Government-Related Market Overview Government-Related Market Overview Government-Related Market Overview The Government-Related index outperformed the duration-equivalent Treasury index by 37 basis points in April, bringing year-to-date excess returns up to +152 bps. Sovereign debt outperformed duration-equivalent Treasuries by 83 bps on the month, bringing year-to-date excess returns up to +420 bps. Local Authorities outperformed the Treasury benchmark by 67 bps and Foreign Agencies outperformed by 40 bps, bringing year-to-date excess returns up to +208 bps and +192 bps, respectively. Domestic Agencies outperformed by 10 bps in April, bringing year-to-date excess returns up to +29 bps. Supranationals outperformed by 7 bps on the month, bringing year-to-date excess returns up to +23 bps. The Fed’s on-hold policy stance and signs of improvement in leading global growth indicators could set the U.S. dollar up for a period of weakness. All else equal, a softer dollar makes USD-denominated sovereign debt easier to service, benefiting spreads. However, a period of dollar weakness driven by improving global growth would also benefit U.S. corporate bonds, and valuation is heavily tilted in favor of U.S. corporate debt relative to sovereigns (Chart 5). Given that the last period of significant sovereign outperformance versus corporates was preceded by much more attractive valuation (panels 2 & 3), we maintain an underweight allocation to sovereign debt for the time being. We make an exception for Mexican sovereign debt, where spreads are attractive compared to similarly rated U.S. corporates (bottom panel). Our Emerging Markets Strategy service also thinks that the market is taking too dim a view of Mexican government finances.5 Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds outperformed the duration-equivalent Treasury index by 52 basis points in April, bringing year-to-date excess returns up to +105 bps (before adjusting for the tax advantage). The average Aaa-rated Municipal / Treasury yield ratio fell 3% in April, and currently sits at 78% (Chart 6). This is more than one standard deviation below its post-crisis mean and slightly below the average of 81% that prevailed in the late stages of the previous cycle, between mid-2006 and mid-2007. Long-dated municipal bonds (10-year, 20-year and 30-year) outperformed short-dated munis (2-year and 5-year) dramatically last month, but yield ratios at the long end remain well above those at the short end of the curve (panel 2). In other words, the best value in the municipal bond space continues to be found at the long-end of the Aaa muni curve. We showed in a recent report that lower-rated and shorter-maturity munis are much less attractive.6 First quarter GDP data revealed that state & local government tax revenues snapped back sharply in Q1, following a contraction in 2018 Q4. Meanwhile, current expenditures actually ticked down. Incorporating an assumption for Q1 corporate tax revenues, we forecast that state & local government interest coverage jumped to 16% in Q1 from 4% in 2018 Q4.7  This is consistent with municipal ratings upgrades continuing to outpace downgrades for the time being (bottom panel). Treasury Curve: Adopt A Barbell Curve Positioning Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The Treasury curve bear-steepened in April. The 2/10 Treasury slope steepened 10 bps on the month and currently sits at 21 bps (Chart 7). The 5/30 slope steepened 7 bps on the month and currently sits at 60 bps. In recent reports we have urged investors to adopt barbell positions along the yield curve. In particular, investors should avoid the 5-year and 7-year maturities and instead focus their allocations at the very short and long ends of the curve.8 There are three main reasons to prefer a barbell positioning. First, the 5-year and 7-year yields are most sensitive to changes in our 12-month discounter. In other words, those yields fall the most when the market prices in rate cuts and rise the most when it prices in rate hikes. With recession likely to be avoided this year, the market will eventually price rate hikes back into the curve. Second, barbells currently offer a yield pick-up relative to bullets. The duration-matched 2/10 barbell offers 8 bps more yield than the 5-year bullet (panel 4), and the duration-matched 2/30 barbell offers 5 bps more yield than the 7-year bullet. This means that investors will earn positive carry in barbell positions while they wait for rate hikes to get priced back in. Finally, almost all barbell combinations look cheap according to our yield curve fair value models (see Appendix B). TIPS: Overweight Chart 8TIPS Market Overview Inflation Compensation Inflation Compensation TIPS outperformed the duration-equivalent nominal Treasury index by 81 basis points in April, bringing year-to-date excess returns up to +157 bps. The 10-year TIPS breakeven inflation rate rose 13 bps on the month and currently sits at 1.91% (Chart 8). The 5-year/5-year forward TIPS breakeven inflation rate rose 12 bps on the month and currently sits at 2.02%. Both rates remain below the 2.3% - 2.5% range that has historically been consistent with inflation expectations that are well-anchored around the Fed’s target. As we noted in a recent report, the Fed has clearly pivoted to a more dovish stance in an effort to re-anchor inflation expectations at levels more consistent with its 2% target.9 This change should support wider TIPS breakevens, though investors will also need to see evidence of firming realized inflation before meaningful upside materializes. So far, such evidence is in short supply. Year-over-year core PCE inflation dipped to 1.55% in March. However, as Fed Chair Powell went out of his way to mention in last week’s press conference, core PCE was dragged down by one-off adjustments in the ‘Clothing & Footwear’ and ‘Financial Services’ components. In fact, 12-month trimmed mean PCE inflation actually moved up in March. It now sits at 1.96%, just below the Fed’s target (bottom panel). The combination of a dovish Fed and above-trend economic growth should push TIPS breakevens higher over time. Maintain an overweight allocation to TIPS versus nominal Treasuries. ABS: Underweight Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities outperformed the duration-equivalent Treasury index by 9 basis points in April, bringing year-to-date excess returns up to +49 bps. The index option-adjusted spread for Aaa-rated ABS narrowed one basis point on the month and, at 32 bps, it remains close to its all-time low (Chart 9). In addition to poor valuation, the sector’s credit fundamentals are also shifting in a negative direction. Household interest payments continue to trend up, suggesting a higher delinquency rate going forward (panel 3). Meanwhile, the Fed’s Senior Loan Officer Survey revealed that average consumer lending standards tightened in Q1 for the second consecutive quarter. Tighter lending standards usually coincide with rising consumer delinquencies (bottom panel). Loan officers also reported slowing demand for credit cards for the fifth consecutive quarter, and slowing auto loan demand for the third consecutive quarter. The combination of poor value and deteriorating credit quality leads us to recommend an underweight allocation to consumer ABS.     Non-Agency CMBS: Neutral Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 40 basis points in April, bringing year-to-date excess returns up to +187 bps. The index option-adjusted spread for non-agency Aaa-rated CMBS tightened 6 bps on the month. It currently sits at 67 bps, below its average pre-crisis level but somewhat higher than levels seen last year (Chart 10). In a recent report, we noted that non-agency CMBS offer the best risk/reward trade-off of any Aaa-rated U.S. spread product.10 While we remain cautious on the macro outlook for commercial real estate, noting that prices are decelerating (panel 3) and banks are tightening lending standards (panel 4) amidst falling demand (bottom panel), we view elevated CMBS spreads as providing reasonable compensation for this risk for the time being. Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 21 basis points in April, bringing year-to-date excess returns up to +95 bps. The index option-adjusted spread tightened 2 bps on the month and currently sits at 47 bps. The Excess Return Bond Map in Appendix C shows that Agency CMBS offer high potential return compared to other low-risk spread products. An overweight allocation to this defensive sector remains appropriate. Appendix A - The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the U.S. Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018, available at usbs.bcaresearch.com. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. At present, the market is priced for 25 basis points of cuts during the next 12 months. We do not anticipate any rate cuts during this timeframe, and therefore recommend that investors maintain below-benchmark portfolio duration. Chart 11The Golden Rule's Track Record The Golden Rule's Track Record The Golden Rule's Track Record We can also use our Golden Rule framework to make 12-month total return and excess return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the fed funds rate. Excess returns are relative to the Bloomberg Barclays Cash index. To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with 95% confidence intervals. Excess returns are calculated by subtracting assumed cash returns in each scenario from our total return projections. Image Image Appendix B - Butterfly Strategy Valuation The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: U.S. Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com U.S. Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As of April 30, 2019) The Fed's Inflation Dictionary The Fed's Inflation Dictionary Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As of April 30, 2019) The Fed's Inflation Dictionary The Fed's Inflation Dictionary Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of +56 bps in the 5 over 2/10 cell means that we would only expect the 5-year to outperform the 2/10 if the 2/10 slope steepens by more than 56 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) The Fed's Inflation Dictionary The Fed's Inflation Dictionary Appendix C - Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the U.S. fixed income market. The Map employs volatility-adjusted breakeven spread analysis to show how likely it is that a given sector will earn/lose money during the subsequent 12 months. The Map does not incorporate any macroeconomic view. The horizontal axis of the Map shows the number of days of average spread widening required for each sector to lose 100 bps versus a position in duration-matched Treasuries. Sectors plotting further to the left require more days of average spread widening and are therefore less likely to see losses. The vertical axis shows the number of days of average spread tightening required for each sector to earn 100 bps in excess of duration-matched Treasuries. Sectors plotting further toward the top require fewer days of spread tightening and are therefore more likely to earn 100 bps of excess return. Chart 12   Ryan Swift, U.S. Bond Strategist rswift@bcaresearch.com Jeremie Peloso, Research Analyst jeremiep@bcaresearch.com Footnotes 1 For further details on how we arrive at our spread targets please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 2 For further details on how we arrive at our spread targets please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 3 Please see U.S. Bond Strategy Special Report, “Assessing Corporate Default Risk”, dated March 19, 2019, available at usbs.bcaresearch.com 4 Please see U.S. Bond Strategy Weekly Report, “A High Bar For Rate Cuts”, dated April 30, 2019, available at usbs.bcaresearch.com 5 Please see Emerging Markets Strategy Special Report, “Mexico: The Best Value In EM Fixed Income”, dated April 23, 2019, available at ems.bcaresearch.com 6 Please see U.S. Bond Strategy Weekly Report, “Full Speed Ahead”, dated April 16, 2019, available at usbs.bcaresearch.com 7 Corporate tax revenue is not released until the second GDP estimate. We assume that the 2019 Q1 value equals the 2018 Q4 value. 8 Please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 9 Please see U.S. Bond Strategy Weekly Report, “The New Battleground For Monetary Policy”, dated March 26, 2019, available at usbs.bcaresearch.com 10 Please see U.S. Bond Strategy Weekly Report, “The Search For Aaa Spread”, dated March 12, 2019, available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification Corporate Sector Relative Valuation And Recommended Allocation

Highlights Chart 1What’s The Downside? What’s The Downside? What’s The Downside? How low can it go? This is the question most investors are asking these days about the 10-year Treasury yield. Our answer is that it can’t go much lower unless the U.S. economy falls into recession, an event we don’t anticipate in 2019. Considering the main macro drivers of the 10-year Treasury yield, we find that the Global Manufacturing PMI (Chart 1), U.S. dollar bullish sentiment (not shown) and Global Economic Policy Uncertainty (not shown) are all close to mid-2016 levels. In other words, the economic growth and policy environment is almost identical to the one that produced a 1.37% 10-year Treasury yield in mid-2016. What’s preventing a return to mid-2016 yield levels is that the Fed has delivered nine rate hikes since then, and rising wage growth confirms that the output gap has closed considerably (bottom panel). In other words, with short-maturity yields much higher than three years ago, we would need to see a much more pronounced growth slowdown, i.e. PMIs well below 50, to re-produce a sub-2% 10-year Treasury yield. If 2019 continues to follow the 2016 roadmap and the Global PMI bottoms-out around 50, then the 10-year Treasury yield has probably already found its floor. Feature Investment Grade: Overweight Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 24 basis points in March, bringing year-to-date excess returns up to +268 bps. The Federal Reserve’s pause opens a window for corporate spreads to tighten during the next few months. We recommend overweight positions in corporate bonds for now, but will be quick to reduce exposure once spreads reach our near-term targets. Aaa spreads are already below target levels and we recommend avoiding that credit tier. Other credit tiers still have room to tighten, though Aa and A-rated bonds are only 3 bps and 5 bps above target, respectively (Chart 2).1 Once spreads reach more reasonable levels for this phase of the cycle, we will be quick to reduce corporate bond exposure because some indicators of corporate default risk are already sending warning signals.2 Most notably, corporate profits grew only 4.0% (annualized) in Q4 2018 while corporate debt rose 5.3% (annualized). The result is that our measure of gross leverage ticked higher for the first time since Q3 2017 (bottom panel). Going forward, with corporate profit growth likely to stabilize in the mid-single digit range, gross leverage will probably stay close to its current level. That would be consistent with a 3% speculative grade default rate, significantly above the 1.7% rate currently projected by Moody’s. Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview   Chart Chart High-Yield: Overweight High-Yield underperformed the duration-equivalent Treasury index by 23 basis points in March, dragging year-to-date excess returns down to +566 bps. Junk spreads for all credit tiers remain above our near-term spread targets.3 At present, the Ba-rated option-adjusted spread is 235 bps, 55 bps above our target. The B-rated spread is 285 bps, 102 bps above our target. The Caa-rated spread is 802 bps, 244 bps above our target (Chart 3). Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview Elevated spreads mean that investors are currently well compensated for default risk, but that could change later in the year. In a recent report we showed that some leading default indicators – gross leverage, C&I lending standards and job cut announcements (bottom panel) – are showing signs of deterioration.4 Specifically, our model suggests that the speculative grade default rate could be 3% or higher during the next 12 months. Moody’s currently forecasts 1.7%. If the Moody’s forecast is correct, the high-yield default adjusted spread is 306 bps. If the Moody’s forecast turns out to be correct, then investors will take home a default-adjusted spread of 306 bps, well above the historical average of 250 bps. If our 3% forecast is correct, then the default-adjusted spread falls to 230 bps, slightly below the historical average (panel 4). In either case, investors are reasonably well compensated for bearing default risk, but that will change when spreads reach our near-term targets. We will be quick to cut exposure at that time. MBS: Neutral Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 11 basis points in March, dragging year-to-date excess returns down to +27 bps. The conventional 30-year zero-volatility spread widened 3 bps on the month, driven entirely by an increase in the compensation for prepayment risk (option cost). The option-adjusted spread (OAS) held flat at 40 bps. Falling mortgage rates since the beginning of the year have caused an increase in refinancing activity, leading to some widening in nominal MBS spreads (Chart 4). However, the tepid pace of new issuance in recent years means that the existing mortgage stock is not very exposed to refinancing risk. Consider that, despite an 80 bps drop in the 30-year mortgage rate, the MBA Refinance index has only risen to 1290. The Refi index’s historical average is 1824. Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Further, housing starts and new home sales appear to have stabilized, meaning that there is probably not much further downside for mortgage rates. As a consequence, we don’t see much more scope for MBS spread widening. While MBS spreads appear relatively safe, the sector does not offer attractive expected returns compared to the investment alternatives. For example, the index option-adjusted spread for conventional 30-year MBS is well below its average historical level (panel 3) and the sector offers less compensation than normal compared to corporate bonds (panel 4). MBS also offer a poor risk/reward trade-off compared to other Aaa-rated spread products, as we showed in a recent report.5   Government-Related: Underweight The Government-Related index outperformed the duration-equivalent Treasury index by 23 basis points in March, bringing year-to-date excess returns up to +115 bps. Sovereign debt outperformed duration-equivalent Treasuries by 13 bps on the month, bringing year-to-date excess returns up to +334 bps. Local Authorities outperformed the Treasury benchmark by 53 bps and Foreign Agencies outperformed by 42 bps, bringing year-to-date excess returns up to +139 bps and +151 bps, respectively. Domestic Agencies outperformed by 11 bps in March, bringing year-to-date excess returns up to +20 bps. Supranationals outperformed by 4 bps, bringing year-to-date excess returns up to +16 bps. The USD-denominated sovereign debt of most countries continues to look expensive relative to equivalently-rated U.S. corporate credit. However, in a recent report we highlighted that Mexican sovereign debt is an exception (Chart 5).6 Chart 5Government-Related Market Overview Government-Related Market Overview Government-Related Market Overview Not only is Mexican sovereign debt cheap relative to U.S. corporates, but our Emerging Markets Strategy service has shown that the Mexican peso is cheap.7 The prospect of a stronger peso versus the U.S. dollar makes the spread on offer from Mexican sovereign debt look even more attractive.   Municipal Bonds: Overweight Municipal bonds underperformed the duration-equivalent Treasury index by 39 basis points in March, dragging year-to-date excess returns down to +52 bps (before adjusting for the tax advantage). The average Aaa-rated Municipal / Treasury yield ratio rose 1% in March, and currently sits at 82% (Chart 6). This is more than one standard deviation below its post-crisis mean and right around the average of 81% that prevailed in the late stages of the previous cycle, between mid-2006 and mid-2007. Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview The Municipal / Treasury yield ratio for short maturities (2-year and 5-year) remains well below the yield ratio for longer maturities (10-year, 20-year and 30-year). In other words, the best value in the municipal bond space is at the long-end of the curve, and we continue to recommend that investors favor those maturities. Recently released data from the Bureau of Economic Analysis shows that state & local government revenue growth declined in Q4 2018, for the first time since Q2 2017. As a result, our measure of state & local government interest coverage fell from a lofty 17 all the way down to 5 (bottom panel). Positive interest coverage means that state & local governments are still generating sufficient revenue to cover current expenditures and interest payments, and we therefore don’t anticipate a surge in muni ratings downgrades any time soon. We also continue to note that municipal bonds tend to perform better in the middle-to-late phases of the economic cycle, while corporate credit delivers its best returns early in the recovery.8 Investors should maintain an overweight allocation to municipal debt. Treasury Curve: Adopt A Barbell Curve Positioning Treasury yields fell dramatically in March, as the Fed surprised markets with a larger-than-expected downward revision to its interest rate projections. The result is that the overnight index swap curve is now priced for 34 basis points of rate cuts over the next 12 months (Chart 7). Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The 2/10 Treasury slope flattened 7 bps to end the month at 14 bps. The 5/30 slope steepened 1 bp to end the month at 58 bps. In recent reports we urged investors to adopt barbell positions along the yield curve. In particular, investors should avoid the 5-year and 7-year maturities and instead focus their allocations at the very short and long ends of the curve.9 There are three main reasons to prefer a barbell positioning. First, the 5-year and 7-year yields are most sensitive to changes in our 12-month discounter. In other words, those yields fall the most when the market prices in rate cuts and rise the most when it prices in rate hikes. As long as recession is avoided, the market will eventually price rate hikes back into the curve. Favor the 2/30 barbell over the 7-year bullet. Second, barbells currently offer a yield pick-up relative to bullets. The duration-matched 2/10 barbell offers 10 bps more yield than the 5-year bullet (panel 4), and the duration-matched 2/30 barbell offers 9 bps more yield than the 7-year bullet. This means that investors will earn positive carry in barbell positions while they wait for rate hikes to get priced back in. Finally, all barbell combinations look cheap according to our yield curve fair value models (see Appendix B). TIPS: Overweight TIPS underperformed the duration-equivalent nominal Treasury index by 44 basis points in March, dragging year-to-date excess returns down to +76 bps. The 10-year TIPS breakeven inflation rate fell 7 bps to end the month at 1.88% (Chart 8). The 5-year/5-year forward TIPS breakeven inflation rate fell 8 bps to end the month at 1.98%. Both rates remain below the 2.3% - 2.5% range that has historically been consistent with inflation expectations that are well-anchored around the Fed’s target. Chart 8Inflation Compensation Inflation Compensation Inflation Compensation As we noted in last week’s report, with financial conditions no longer excessively easy, the Fed has pivoted to a more dovish stance in an effort to re-anchor inflation expectations at levels more consistent with its 2% target.10 This change should support wider TIPS breakevens, though investors will also need to see evidence of firming realized inflation before meaningful upside materializes. So far, such evidence is in short supply. Note that trimmed mean PCE inflation has rolled over again after having just touched 2% (bottom panel). Trimmed mean PCE is running at 1.84% year-over-year. Nevertheless, we would maintain an overweight allocation to TIPS versus nominal Treasuries. First, our commodity strategists see further upside in the price of oil (panel 2), and second, the 10-year TIPS breakeven inflation rate is 6 bps too low relative to the fair value from our Adaptive Expectations model (panel 4).11 ABS: Underweight Asset-Backed Securities outperformed the duration-equivalent Treasury index by 2 basis points in March, bringing year-to-date excess returns up to +40 bps. The index option-adjusted spread for Aaa-rated ABS widened 2 bps on the month and currently sits at 34 bps, exactly equal to its pre-crisis low (Chart 9). Chart 9ABS Market Overview ABS Market Overview ABS Market Overview We showed in a recent report that Aaa-rated consumer ABS offer a relatively poor risk/reward trade-off compared to other U.S. fixed income sectors, a result that is echoed by the Excess Return Bond Map in Appendix C.12 This should not be surprising given that Aaa ABS spreads are close to all-time lows. What is surprising is that ABS spreads are so tight while the consumer delinquency rate is rising (panel 3). Although the delinquency rate remains well below pre-crisis levels, it will likely continue to rise going forward. Household interest payments are rising quickly as a share of disposable income (panel 3) and banks are tightening lending standards for both credit cards and auto loans (bottom panel). We recommend an underweight allocation to consumer ABS, preferring to take Aaa spread risk in MBS and CMBS. Non-Agency CMBS: Neutral Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 5 basis points in March, bringing year-to-date excess returns up to +146 bps. The index option-adjusted spread for non-agency Aaa-rated CMBS widened 2 bps to end the month at 73 bps, below its average pre-crisis level but somewhat higher than recent tights (Chart 10). Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview In a recent report we noted that non-agency CMBS offer the best risk/reward trade-off of any Aaa-rated U.S. spread product.13 While we remain cautious on the macro outlook for commercial real estate, noting that prices are decelerating (panel 3) and banks are tightening lending standards (panel 4) amidst falling demand (bottom panel), we view elevated CMBS spreads as providing reasonable compensation for this risk for the time being. Agency CMBS: Overweight Agency CMBS underperformed the duration-equivalent Treasury index by 2 basis points in March, dragging year-to-date excess returns down to +74 bps. The index option-adjusted spread widened 2 bps on the month and currently sits at 50 bps. The Excess Return Bond Map in Appendix C shows that Agency CMBS offer high potential return compared to other low-risk spread products. An overweight allocation to this defensive sector remains appropriate. Appendix A - The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the U.S. Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018, available at usbs.bcaresearch.com. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. At present, the market is priced for 34 basis points of cuts during the next 12 months. We do not anticipate any rate cuts during this timeframe, and therefore recommend that investors maintain below-benchmark portfolio duration. Chart 11The Golden Rule's Track Record The Golden Rule's Track Record The Golden Rule's Track Record We can also use our Golden Rule framework to make 12-month total return and excess return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the fed funds rate. Excess returns are relative to the Bloomberg Barclays Cash index. To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with 95% confidence intervals. Excess returns are calculated by subtracting assumed cash returns in each scenario from our total return projections. Image Image Appendix B - Butterfly Strategy Valuation The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: U.S. Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com U.S. Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of +53 bps in the 5 over 2/10 cell means that we would only expect the 5-year to outperform the 2/10 if the 2/10 slope steepens by more than 53 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As of March 29, 2019) Finding The Floor Finding The Floor Table 5Butterfly Strategy Valuation: Standardized Residuals (As of March 29, 2019) Finding The Floor Finding The Floor Table 6Discounted Slope Change During Next 6 Months (BPs) Finding The Floor Finding The Floor Appendix C - Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the U.S. fixed income market. The Map employs volatility-adjusted breakeven spread analysis to show how likely it is that a given sector will earn/lose money during the subsequent 12 months. The Map does not incorporate any macroeconomic view. The horizontal axis of the Map shows the number of days of average spread widening required for each sector to lose 100 bps versus a position in duration-matched Treasuries. Sectors plotting further to the left require more days of average spread widening and are therefore less likely to see losses. The vertical axis shows the number of days of average spread tightening required for each sector to earn 100 bps in excess of duration-matched Treasuries. Sectors plotting further toward the top require fewer days of spread tightening and are therefore more likely to earn 100 bps of excess return. Chart 12   Ryan Swift, U.S. Bond Strategist rswift@bcaresearch.com Jeremie Peloso, Research Analyst jeremiep@bcaresearch.com Footnotes 1 For further details on how we arrive at those spread targets please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 2 Please see U.S. Bond Strategy Special Report, “Assessing Corporate Default Risk”, dated March 19, 2019, available at usbs.bcaresearch.com 3 For further details on how we arrive at our spread targets please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 4 Please see U.S. Bond Strategy Special Report, “Assessing Corporate Default Risk”, dated March 19, 2019, available at usbs.bcaresearch.com 5 Please see U.S. Bond Strategy Weekly Report, “The Search For Aaa Spread”, dated March 12, 2019, available at usbs.bcaresearch.com 6 Please see U.S. Bond Strategy Weekly Report, “The Value In Corporate Bonds”, dated February 19, 2019, available at usbs.bcaresearch.com 7 Please see Emerging Markets Strategy Weekly Report, “Dissecting China’s Stimulus”, dated January 17, 2019, available at ems.bcaresearch.com 8 Please see U.S. Bond Strategy Special Report, “2019 Key Views: Implications For U.S. Fixed Income”, dated December 11, 2018, available at usbs.bcaresearch.com 9 Please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 10 Please see U.S. Bond Strategy Weekly Report, “The New Battleground For Monetary Policy”, dated March 26, 2019, available at usbs.bcaresearch.com 11 For further details on the model please see U.S. Bond Strategy Weekly Report, “Adaptive Expectations In The TIPS Market”, dated November 20, 2018, available at usbs.bcaresearch.com 12 Please see U.S. Bond Strategy Weekly Report, “The Search For Aaa Spread”, dated March 12, 2019, available at usbs.bcaresearch.com 13 Please see U.S. Bond Strategy Weekly Report, “The Search For Aaa Spread”, dated March 12, 2019, available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification Corporate Sector Relative Valuation And Recommended Allocation

Highlights U.S. growth remains robust, despite some temporary softness in recent months. Ex U.S., growth continues to fall but, with China probably now ramping up monetary stimulus, should bottom in the second half. Central banks everywhere have turned more dovish, partly in an attempt to push up inflation expectations. The combination of resilient growth and easier monetary policy should be good for global equities. We remain overweight equities versus bonds. Bond yields have fallen sharply everywhere. However, with U.S. inflation still trending up, and central banks unlikely to turn any more dovish this year, yields are unlikely to fall much further in 2019. We recommend a slight underweight on duration. We remain overweight U.S. equities, but are on watch to upgrade the euro zone and Emerging Markets when we have stronger conviction about China’s stimulus. Given structural headwinds in both Europe and EM, this would probably be only a tactical upgrade. We have been tilting our equity sector recommendations in a more cyclical direction, last month raising Industrials and Energy to overweight. We also prefer credit over government bonds within the fixed-income category, though we warn that spreads will not fall much further given weak corporate fundamentals. Feature Recommended Allocation Quarterly - April 2019 Quarterly - April 2019 Overview Don’t Fight The Doves The performance of risk assets essentially comes down to a battle between growth and monetary policy/interest rates. Last September, despite the fact that global economic growth was clearly slowing, the Fed sounded hawkish; this triggered an 18% drop in global equities in Q4. But, since late last year, all major developed central banks have turned more dovish, culminating in March’s decision of the ECB to push back its guidance for its first rate hike, and the FOMC’s wiping out its two planned hikes for 2019. But, at the same time, U.S. economic growth is showing resilience, and we see the first “green shoots” of a cyclical pickup in growth outside the U.S. This is an environment in which risk assets should continue to perform well. Why did the Fed back off? The most likely explanation is that it wants to give itself more room to act come the next recession. Inflation expectations have become unanchored, with 10-year breakevens over the past decade steadily below a level that would be consistent with the Fed achieving its 2% core PCE inflation target in the long run. In the period since the Fed formally introduced this (supposedly “symmetrical”) target in 2012, it has exceeded it in only four months (Chart 1). Around recessions over the past 50 years, the Fed has on average cut rates by 655 basis points (Table 1). It sees little risk, therefore, in letting the economy “run a little hot” and allowing inflation to rise somewhat above 2%. This would reanchor expectations, and eventually get nominal short- and long-term rates higher before the next recession. Chart 1Market Doesn’t Believe The Fed’s Target Market Doesn't Believe The Fed's Target Market Doesn't Believe The Fed's Target Table 1Fed Won’t Be Able To Cut This Much Next Time Quarterly - April 2019 Quarterly - April 2019   Chart 2Financial Conditions Now Much Easier Financial Conditions Now Much Easier Financial Conditions Now Much Easier Chart 3Housing Market Bottoming Out Housing Market Bottoming Out Housing Market Bottoming Out Meanwhile, U.S. growth seems to be stabilizing at a decent level after signs of weakness late last year caused by tighter financial conditions, a slowdown elsewhere in the world, and the six-week government shutdown. An easing of financial conditions since the beginning of the year should help to keep U.S. GDP growth above trend at around 2.0-2.5% this year (Chart 2). Most notably, interest-rate sensitive areas of the economy that were under pressure last year, especially housing, are showing signs of bottoming (Chart 3). Consumption also should be robust, given strong wage growth, consumer confidence close to historic record high levels, and amid no signs of a deterioration in the labor market (Chart 4). Chart 4No Signs Of Weaker Labor Market No Signs Of Weaker Labor Market No Signs Of Weaker Labor Market Chart 5Some 'Green Shoots' For Global Growth Some "Green Shoots" For Global Growth Some "Green Shoots" For Global Growth   A key question for us over the next few months will be when to shift allocations to more cyclical, higher-beta equity markets such as the euro area and Emerging Markets. These have underperformed year-to-date despite the strong risk-on market. China’s nascent reflationary stimulus will decide the timing and level of conviction of this shift. As we explain in detail on page 6, we think the jury is still out on whether China is injecting liquidity on anything like the same scale as it did in 2016. Even if it is, historically it has taken six to 12 months before the effect showed through via a rebound in global trade, commodity prices, and other China-related indicators. The first early signs of a bottoming are emerging: Chinese fixed-asset investment and the Caixin Manufacturing PMI beat expectations last month, the German ZEW Expectations indicator has started to recover, and the diffusion index of the Global Leading Economic Indicator (which often leads the LEI itself by a few months) has picked up (Chart 5). We are on watch to shift our allocation1 but, given the long-term structural headwinds against both Europe and EM, we need to be more convinced about the strength of Chinese stimulus before doing so. The seeds of recession are sown in expansions. Eventually, we see the newly dovish Fed falling behind the curve. The Fed Funds Rate is still below the range of estimates of the neutral rate – hard though this is to estimate in real time (Chart 6). If the economy remains as strong as we expect, sometime next year inflation could begin rising to uncomfortable levels (and asset bubbles start to be of concern), which would push the Fed back into hiking mode. Given that the market is pricing in Fed rate cuts, not hikes, and that the Fed can hardly sound any more dovish than it does now without moving to an outright easing path, it seems to us that long-term rates are very unlikely to fall from here (Chart 7). Chart 6Fed Still Below Neutral Fed Still Below Neutral Fed Still Below Neutral Chart 7Can The Fed Get Any More Dovish Than This? Can The Fed Get Any More Dovish Than This? Can The Fed Get Any More Dovish Than This? In this environment, therefore, we continue to expect global equities to outperform bonds over the next 12 months. However, a recession is possible in 2021 triggered by the Fed late next year needing to put its foot abruptly on the brake.   What Our Clients Are Asking Chart 8Ex-U.S. Equities Driven By China Stimulus Ex US Equities Driven By China Stimilus Ex US Equities Driven By China Stimilus When Is The Time To Switch Allocations To Europe And EM? It is slightly surprising that the 12% rally in global equities this year has been led by the low-beta U.S., up 13%, rather than Europe (up 9%) or emerging markets (up 9% - and much less if the strong Chinese market is excluded). Is it time to switch to these underperforming, more cyclical markets? Our answer is, not yet. Global growth ex-U.S. continues to weaken. It is likely to bottom sometime in the second half, as a result of Chinese growth stabilizing. However, the jury is still out on whether the increase in Chinese credit creation in January was a one-off, or major policy reversal. Even if it is the latter, a revival in global growth (and cyclical markets) has typically lagged Chinese stimulus by 6-12 months (Chart 8, panel 1). There are also significant structural headwinds for both the euro zone and Emerging Markets which make us reluctant to overweight them unless there are clear cyclical reasons to do so. Both have lagged global equities fairly consistently since the Global Financial Crisis, with only brief outperformance during periods of economic acceleration, such as in 2016 and 2012 (panel 2). The euro zone remains challenged by its banking system. Loan growth has been stagnant for years, and banks remain undercapitalized relative to their U.S. peers, and highly fragmented (panels 3 and 4). Emerging markets are hampered by their high level of foreign-currency debt (which makes them highly sensitive to U.S. financial conditions), dependence on China, and lack of structural reform. We could see ourselves shifting our recommendation from the U.S. to the euro area and EM, and becoming outright bearish on the U.S. dollar (a counter-cyclical currency), over the coming months if we find confirmation of a bottoming of global cyclical growth and become more confident in the size of China’s stimulus. But given the structural headwinds, and the steady underperformance of these markets, we need stronger evidence first.   Chart 9Oil, Positioning, And Housing Oil, Positioning, And Housing Oil, Positioning, And Housing Why Is The 10-Year Bond Yield So Depressed? Despite U.S. equities rallying back to within 4% of a record high, the U.S. Treasury bond yield has fallen further this year (Chart 9, panel 1). Moreover, the 3-month/10-year yield curve has briefly inverted. Besides the Fed’s recent more dovish turn, what has depressed bond yields? We would pin the cause on the following factors: Dampened inflation expectations: Over the past few years the 10-year yield has been closely correlated with the oil price via inflation expectations. A temporary supply shock in Q4 caused oil prices to decline sharply. But tighter supply this year should allow the oil price to recover further. This should cause a rise in inflation expectation (panel 2). Trade positioning: Late last year,  speculative short positions in government bonds were at their highest levels since 2015. However, the Q4 equity selloff pushed investors to cover their positions; these are now close to neutral (panel 3). Home Sales: Housing data has been weak over the past few quarters, with both existing and new home sales declining. But there are now signs of recovery: mortgage applications have started to pick up, which should in turn push home sales higher (panel 4). This should also allow for a rise in bond yields. Our key take-away from March’s FOMC meeting, when the tone turned decidedly dovish, is that the Fed is focusing on re-anchoring inflation expectations, which should push nominal yields higher. We think the market is very pessimistic by pricing in 42 and 56 bps of rate cuts over the next 12 and 24 months respectively. It would take a significant further weakening of economic data to make the Fed’s stance turn even more dovish and for nominal yields to fall even further.   How Will U.S. Corporate Bonds Perform In The Next Recession? Historically high levels of U.S. corporate debt, as well as declining credit quality in the investment-grade space, have started to worry investors (Chart 10). Specifically, investors are worried that, when the next default cycle comes, a large portion of investment-grade debt will be downgraded to junk, forcing fund managers who are constrained to hold certain credit qualities to sell. These worries seem to be justified. Investment-grade bonds of lower credit quality tend to experience large increases in migration to junk status during credit recessions (Chart 11). Given the current composition of the U.S. investment-grade corporate bond universe, a credit recession would imply a downgrade to junk status of 4.6% of the index if we assume similar behavior to previous recessions. Depending on the speed of the selloff, such a downgrade could also have grave consequence for liquidity. According to the Securities Industry and Financial Markets Association (SIFMA), average daily turnover in the U.S. corporate bond market was 0.34% in 2018. Thus, it is not hard to envision a situation where forced selling could surpass normal levels of liquidity. However, it is hard to tell what would be the effect of such a fire-sale on credit spreads, given that they tend to widen in recessions regardless. While this asset class could perform poorly in the next recession, we don’t expect that its weakness will translate to the real economy. Leveraged institutions such as banks hold just 18% of corporate credit. Furthermore, despite being at all-time highs, U.S. nonfinancial corporate debt to GDP is still at a much healthier level than in other countries (Chart 12). Chart 10Declining Quality In Investment Grade Declining Quality In Investment Grade Declining Quality In Investment Grade Chart 11 Chart 12U.S. Corporate Debt Levels Are Healthy Relative To The Rest Of The World U.S. Corporate Debt Levels Are Healthy Relative To The Rest Of The World U.S. Corporate Debt Levels Are Healthy Relative To The Rest Of The World   Chart 13A Value Rebound? A Value Rebound A Value Rebound Chart 14   Is It Time To Favor Value Over Growth Again? Since it peaked in May 2007, the ratio of global value to growth has attempted to rebound several times amid a sustained downtrend (Chart 13). Due to the cyclical nature and the neutral relative valuation of the value/growth indexes, we have preferred to use sector positioning (cyclicals vs. defensives) to implement a value/growth style tilt in our global portfolio since March 20162 (Chart 13, panel 1). Lately, we have received many requests on the topic of the value-versus-growth-ratio. After reaching a historical low in August 2018, the  value/growth ratio slightly rebounded in Q4 2018 before reversing some of its gains so far this year. Additionally, the value/growth valuation gap as measured by both price-to-book and forward P/E has reached a historically low level (Chart 13, panel 4). As we have often noted, the sector composition of both the value and growth indexes changes over time.2 Chart 14 shows the current sector weights of S&P Pure Value and Pure Growth Indexes.3 It’s clear that now a bet on Pure Value versus Pure Growth is essentially a bet on Financials (which account for 35% of the Pure Value index) versus Tech and Healthcare (which together account for 38% of the Pure Growth index) - see also Chart 13, panel 2. Given the cyclical nature of the value/growth ratio and also the sector concentration, it’s not surprising that the value/growth play is also a play on euro area versus U.S. equities (Chart 13, panel 3). Currently, we are neutral on Financials and Tech, while overweight Healthcare in our global sector portfolio, and we are putting the euro area on an upgrade watch (see page 14). Therefore, maintaining a neutral stance between value and growth is in line with our sector and country views. However, a close watch for a possible upgrade of value is also warranted given the extreme valuation measures.   Global Economy Overview: U.S. growth has slowed recently, though it remains more robust than in the more cyclical economies in Europe and emerging markets. Central banks almost everywhere have recently turned dovish. However, China’s increased monetary stimulus should help global growth bottom out in H2. This could lead the Fed and central banks in other healthy economies to return to a rate-hiking path. U.S.: The U.S. economy has been weak in recent months. The Citigroup Economic Surprise Index (Chart 15, panel 1) has collapsed, and the Fed NowCasts point to only 1.3-1.7% QoQ annualized GDP growth in Q1 (compared to 2.2% in Q4). But the slowdown is mostly due to the six-week government shutdown (which probably took 1% off growth), some seasonal adjustment oddities (which leave Q1 as the weakest quarter almost every year), and tighter financial conditions in H2 2018 which have now largely reversed. The manufacturing and non-manufacturing ISMs in February were  still healthy at 54.2 and 59.7 respectively. Consumption (propelled by strong employment growth and accelerating wages) and capex remain strong (panel 3). BCA expects GDP growth in 2019 to be around 2.0-2.5%, still above trend. Euro Area: The European economy continues to slow, driven by weak exports to emerging markets, troubles in the banking sector, and political uncertainty. Q4 GDP growth was only 0.8% QoQ annualized, and the manufacturing PMI has fallen to 47.6 (with Germany as low as 44.7). But there are some early signs of an improvement. The ZEW Expectations index for Germany has bottomed (Chart 16, panel 1), fiscal policy should boost euro area growth this year by around 0.5 percentage points, and wage growth has begun to accelerate. The key remains Chinese stimulus, whose positive effects should help European exports recover sometime in H2. Chart 15U.S. Growth Slowing But Still Robust U.S. Growth Slowing But Still Robust U.S. Growth Slowing But Still Robust Chart 16Signs Of Bottoming In Global Ex-U.S.? Signs Of Bottoming In Global Ex-U.S.? Signs Of Bottoming In Global Ex-U.S.? Japan: Japan also remains highly dependent on a Chinese stimulus. Machine tool orders (the best indicator of capex demand from China) fell by 29% YoY in February. Despite stronger wage growth, now 1.2% YoY, inflation shows no signs of moving up towards the Bank of Japan’s target of 2%: ex energy and food CPI inflation is still only 0.4%. The biggest risk in 2019 is October’s planned consumption tax hike from 8% to 10%. Prime Minister Abe has said that he will cancel this only in the event of a shock on the scale of Lehman Brothers’ bankruptcy. The government has put in place measures to soften the impact (most notably a 5% rebate on purchases at small retailers after October 1 paid for electronically), but consumption is still likely to fall significantly. Emerging Markets: China seems to have ramped up its monetary stimulus, with total social financing in January and February combined up 12% over the same months last year. Recent data have shown signs of a stabilization of growth: the manufacturing PMI rebounded to 49.9 in February from 48.3, and fixed-asset investment beat expectations at 6.1% YoY in January and February combined. Nonetheless, the size of liquidity injection is likely to be smaller than in previous episodes such as 2016, since Premier Li Keqiang and the PBOC have warned of the risk of excessive speculation. Elsewhere, some emerging economies (notably Brazil and Mexico) have showed signs of recovery after last year’s deterioration, whereas others (such as South Africa, Indonesia, and Poland) continue to suffer. Interest rates: Central banks worldwide have generally turned more dovish in recent months, with the Fed and ECB both moving to signal no rate hikes this year. This has pushed down long-term rates globally, with 10-year bond yields falling below 0% again in Germany and Japan. However, with global growth likely to bottom over the next few months, rates may not stay at current depressed levels. U.S. inflation, in particular, continues to trend up, and the Fed’s target PCE inflation measure is likely to exceed 2% over coming months. We see the Fed turning more hawkish by year-end, and long rates globally more likely to rise than fall from current levels.   Global Equities Chart 17Watch Earnings Watch Earnings Watch Earnings Remain Cautiously Optimistic: We added risk in our January Portfolio Update4 by putting cash back to work in global equities, and then in the March Portfolio Update5 we reduced the underweight in EM equities and increased the tilt to cyclicals at the expense of defensives, to hedge against a continuing acceleration in Chinese credit growth. All these came after our risk reduction in July 2018.6 GAA’s portfolio approach has always been to take risks where they are most likely to be rewarded. BCA’s macro view is that global economic growth data is likely to be on the weak side in the coming months, but will pick up in the second half. This implies that equities are likely to rally again after a period of congestion within a trading range, supporting a cautiously optimistic portfolio allocation for the next 9-12 months. At the asset-class level, our positioning of overweight equities versus bonds while neutral on cash, reflects the “optimistic” side of our allocation. However, the rebound in global equities since the December sell-off has been driven completely by a valuation re-rating, while earnings growth has been revised down sharply. (Chart 17). As such, within global equities, our preference for low-beta countries (favoring DM versus EM, and favoring the U.S over the rest of DM) reflects the “cautious” aspect of our allocation. Our macro view hinges largely on what happens to China. There are signs that China may have abandoned its focus on deleveraging, yet it is too early to tell if it has switched back to a reflationary path. Therefore, our global equity sector overlay has a slight cyclical tilt by overweighting Industrials and Energy, which are among the main beneficiaries of Chinese reflationary policies or a positive resolution to U.S.-China trade negotiations. Chart 18Warming Up To The Euro Area Warming Up To The Euro Area Warming Up To The Euro Area Euro Area Equities: On Upgrade Watch We have favored U.S. equities relative to the euro area since July 2018.7 Since then, the U.S. has outperformed the euro area by 11% in USD terms and by 8% in local currency terms, with the difference being attributed to the weakness of the euro versus the U.S. dollar. Given BCA’s view on the global economy and the U.S. dollar, however, we are watching closely to switch our recommendation between the U.S. and euro area equities, for the following reasons: First, as shown in Chart 18, panel 1, the relative performance between the euro area and the U.S. is highly correlated with the EUR/USD exchange rate. BCA believes that the U.S. dollar is set for a period of weakness starting in the second half of the year,8 which bodes well for the outperformance of euro area equities. Second, relative earnings growth between the euro area and the U.S. is driven by the underlying strength of the economies, as represented by PMIs (panel 2). Both the relative earnings growth and relative PMI have stopped falling and have begun to bottom in favor of the euro area; Third, even though the euro area’s beta has been declining while that of the U.S. has increased, euro area beta is still higher than that in the U.S., making it more of a beneficiary of a global growth recovery; However, the relative valuation of euro area equities to their U.S. counterparts is now  neutral not at the extreme level which historically has been a good entry-point into eurozone  equities (panel 4).   Chart 19Becoming Less Defensive Becoming Less Defensive Becoming Less Defensive Global Sector Allocation: Gradually Becoming Less Defensive GAA’s sector portfolio took profits on its pro-cyclical positioning and went defensive in July 20189 and remained so until the March Monthly update10 when we upgraded Energy and Industrials to overweight from neutral, while downgrading Consumer Staples two notches to underweight from overweight (Chart 19). The upgrade of Industrials was mainly a hedge against further acceleration in China’s credit growth. But why did we upgrade Energy to overweight yet maintained an underweight in Materials? Long-term GAA clients know that, in terms of global sector allocation, we have structurally favored the oil-related Energy sector to the metals-related Materials sector since October 2016, because oil supply/demand is more global in nature while the supply/demand of metals, especially industrial metals, is closely linked to China (see also the Commodity section of this Quarterly on page 18). From a cyclical perspective, the relative performance of the two sectors has historically closely correlated with the relative prices of oil and metals, as shown in panel 2. This is not surprising because changes in forward earnings for the two sectors are also closely linked to change in the corresponding commodity prices (panels 3 and 4). BCA’s Commodity and Energy Strategy service has an overweight rating on oil and a neutral stance on metals, implying that the growth in the oil price will outpace that of metal prices, which suggests that the Energy sector will outperform the Materials sector (panel 2).   Government Bonds Maintain Slight Underweight On Duration. Global equities have recovered 16% since reaching the low of 2018 on December 24, yet the global bond yield has decreased by 21 bps over the same period. While the directional movement of bond yields is somewhat puzzling given such strong performance in equities (see page 7 for some explanations), it’s evident that the bond markets have been driven by the recent weakness in global growth (Chart 20, panel 3), and are pricing out any expectation of rate hikes over the coming year in major developed economies. Given the surprisingly dovish tone at the March FOMC meeting and BCA’s House View that global economic growth will rebound in the second half, bond yields are now highly exposed to any hawkish shift in central bank policies and any recovery in inflation expectations. As such, it’s still appropriate to maintain a slight underweight on duration over the next 9-12 months. Favor Linkers Vs. Nominal Bonds. Depressed inflation expectations have been one reason why global bond yields have decoupled from equities. However, the crude oil price, which closely correlates with inflation expectations, has stabilized. BCA’s Commodity & Energy Strategy service expects Brent crude to end 2019 at US$75 per barrel (Chart 21). This implies a significant rise in inflation expectations in the second half of the year, supporting our preference for inflation-linked bonds over nominal bonds. However, TIPS are no longer cheap. For those who have not already moved to overweight TIPS, we suggest “buying TIPS on dips”. Inflation-linked bonds (ILBs) in Australia and Japan are also still very attractive versus their respective nominal bonds. Overweighting ILBs in those two markets also fits well with our macro themes. Chart 20Rates: Likely More Upside Risk Rates: Likely More Upside Risk Rates: Likely More Upside Risk Chart 21Favor Inflation Linkers Favor Inflation Linkers Favor Inflation Linkers   Corporate Bonds Chart 22Tactical Upside Remains For Credit Tactical Upside Remains For Credit Tactical Upside Remains For Credit In February, we raised credit to overweight within a fixed-income portfolio while underweighting government bonds. So far, this has proven to be the right decision, as corporate bonds have generated excess returns of 90 basis points over duration-matched Treasuries. We based our positioning on the mounting evidence that global growth is turning up: credit impulses are starting to rebound in several major economies, monetary conditions have eased, and our diffusion index of global leading indicators has rebounded sharply, indicating that there remains tactical upside for global credit (Chart 22– panel 1 and 2). When will we close our tactical overweight? Our U.S. Bond Strategy Service has set a target for spreads of U.S. corporate bonds with different credit ratings. According to their targets, which denote the median spread typical of late-cycle environments, there is still some room for further spread compression in non-AAA credits (Chart 22 – panel 3 and 4). However, the upside is limited and, if spreads keep tightening, we will probably close our position by the end of Q2. On a cyclical horizon, the fundamentals of corporate health are still a headwind, with both the interest-coverage and liquidity ratio for U.S. investment-grade corporates standing near 10-year lows.11 Moreover, we expect these ratios to deteriorate further, as corporate profits will likely come under pressure due to increasing wage growth. Finally, we expect that the Fed will turn more hawkish by the end of 2019, turning monetary policy from a tailwind to a headwind. Thus, we recommend investors to remain overweight, but be ready to turn bearish in the back end of the year.   Commodities Chart 23Prefer Oil, Watch Metals Prefer Oil, Watch Metals Prefer Oil, Watch Metals Energy (Overweight): Stable demand, declining Venezuelan production due to U.S. sanctions, instability and possible outages in Libya, Iraq, and Nigeria, alongside the GCC’s commitment to cut output through year-end, should support oil prices and allow further upside (Chart 23, panels 1 & 2). While U.S. crude production is on the rise, bottlenecks in its export capabilities should limit market oversupply. Crude supply shocks should outweigh any slowdown in demand, specifically from emerging markets. BCA’s energy strategists expect Brent to average $75 and $80 throughout 2019 and 2020 respectively, and for the gap between WTI and Brent to narrow significantly. Industrial Metals (Neutral): China, the world’s largest consumer, still plays a big role in the direction of industrial metals. Year-to-date, metals prices have been supported partly by a more stable dollar. For now, we maintain a neutral stance until we see confirmation that Chinese stimulus will trigger further upside to metal prices perhaps in the second half. However, a lack of sustained Chinese demand, alongside weaker global growth over the next few months, would weigh down on metal prices (panel 3). Precious Metals (Neutral): Gold has reversed its downslide and rallied by over 10% from its Q4 2018 low. With the market pricing out any Fed rate hikes this year, rising inflation expectations, a weaker USD by year-end, and lower real rates should help gold outperform other commodities in this late-cycle phase. We recommend an allocation to gold as an inflation hedge, as well as a hedge against geopolitical risks (panel 4).     Currencies Chart 24The End Of The Dollar Bull Market The End Of The Dollar Bull Market The End Of The Dollar Bull Market U.S. Dollar: Our bullish stance on the dollar has proven to be correct, as the trade-weighted dollar has appreciated by 5% in the past 12-months thanks to the slowdown in global growth. However, the two reasons for the growth slowdown – Fed tightening and Chinese deleveraging – have started to ease. On March 20 the Fed revised its forward guidance to no rate hikes in 2019 and only one rate hike in 2020. Meanwhile, Chinese total social financing relative to GDP has bottomed, indicating that Chinese authorities have opted for a pause in their deleveraging campaign (Chart 24, panel 1). These developments will likely boost global growth and hurt the countercyclical greenback. Therefore, we recommend investors to slowly shift to a cyclical underweight on the dollar. Euro: Most of the factors that dragged the euro down last year are fading: political risk in Italy has eased, fiscal policy is moving from a headwind to a tailwind, and the relative LEI between the EU and the US has started to pick up (panel 2). Moreover, we see little scope for euro area monetary policy to turn any more dovish versus the U.S., since forward rate expectations currently stand near 2014 lows (panel 3). Thus, we expect the euro to be one of the best performing currencies this year. Yen: Easy monetary policy by global central banks will boost asset prices and reduce volatility, creating a risk-on environment that is typically negative for the yen (panel 4). Moreover, the IMF still projects Japan to have a negative fiscal drag of 0.7% this year, which will force the BoJ to prolong its yield curve control regime. As a result, we expect the yen to be one of the worst performing currencies this year.       Alternatives Intro: Investors’ allocation to alternatives is on the rise as we get closer to the end of the business cycle along with increasing realized volatility in traditional assets. In the alternatives assets space, we recommend thinking about allocations through three buckets: 1) return enhancers, means of outperforming traditional equity, fixed income, and mixed-asset strategies; 2) inflation hedges, means of preserving capital throughout periods of elevated inflation; and 3) volatility dampeners, means of reducing drawdowns and portfolio volatility during periods of market drawdowns. Return Enhancers: In our July and October 2018 Quarterly reports, we recommended investors trim back on PE allocations and reallocate towards hedge funds. Growing competition in the PE space has pushed up multiples. Given where the business cycle currently is, we favor macro hedge funds, as they tend to outperform in this sort of environment as well as in downturns and recessions (Chart 25, panel 1). Inflation Hedges: In our July 2018 Quarterly, we recommended investors pare back their real estate allocations, given the backdrop of a slowdown/sideways trend in the sector, and specifically within the retail segment. Given that the end of the current cycle is likely to be accompanied by elevated levels of inflation, we recommend clients to modestly allocate to commodity futures on the likelihood of a softer dollar and rising energy prices (panel 2). Volatility Dampeners: We continue to recommend both farmland and timberland since they have lower volatility than other traditional and alternative asset classes (panel 3). While timberland is more impacted by economic growth via the housing market, farmland has a near-zero correlation with economic growth. We do not favor structured products due to their unattractive valuations. Chart 25Prefer Hedge Funds Over Private Equity Prefer Hedge Funds Over Private Equity Prefer Hedge Funds Over Private Equity   Risks To Our View Our economic outlook is quite sanguine. What would undermine this scenario? Many investors have become nervous about the inversion of the U.S. yield curve. And we have shown in the past that an inversion of the 3-month/10-year yield curve has been a reliable indicator of recessions 12-18 months ahead.12 Its inversion in March, then, is a concern. But note that the indicator works only using a three-month moving average (Chart 26); the curve often inverted for a brief period without signaling recession. We expect long-term rates to rise from here, steepening the curve. But a prolongation of the current inversion would clearly be a worrying signal. The direction of China continues to play a key role in defining the macro picture. Our current allocation is based on the view that China is doing some monetary and fiscal stimulus but that, at the current pace, it will be much smaller than in 2016 (Chart 27). The weak response of money supply growth suggests, as Premier Li Keqiang has complained, that the liquidity is mostly going into speculation (note that A-shares have risen by 20% this year) rather than into the real economy. The March Total Social Financing data, released in mid-April, will give a better read of the degree of the reflation. If it is bigger than we expect, this would suggest a quicker shift into euro area and Emerging Market equities than we currently advocate. The U.S. dollar remains a key driver of asset allocation. The dollar is a counter-cyclical currency and, with global growth slowing, has continued to appreciate moderately this year (Chart 28). We see a weakening of the dollar later this year, when global growth picks up. But if this were to happen more quickly or dramatically than we expect – not impossible given the currency’s over-valuation and crowded long-dollar positions – EM stocks and commodity prices, given their strong inverse correlation with the dollar, could bounce sharply. Chart 26Yield Curve Inversion Yield Curve Inversion Yield Curve Inversion Chart 27How Much Is China Reflating? How Much Is China Reflating? How Much Is China Reflating? Chart 28Dollar Is Counter-Cyclical Dollar Is Counter-Cyclical Dollar Is Counter-Cyclical   Garry Evans, Chief Global Asset Allocation Strategist garry@bcaresearch.com Xiaoli Tang, Associate Vice President xiaolit@bcaresearch.com Juan Manuel Correa Ossa, Senior Analyst juanc@bcaresearch.com Amr Hanafy,  Research Associate amrh@bcaresearch.com   Footnotes 1      Please see the Equities Section of this Quarterly on page 14 for more details. 2      Please see Global Asset Allocation “GAA Quarterly,” dated March 31, 2016 available at gaa.bcaresearch.com 3       Please see https://us.spindices.com/documents/methodologies/methodology-sp-us-style.pdf 4       Please see Global Asset Allocation “Monthly - January 2019,” dated January 2, 2019 available at gaa.bcaresearch.com 5     Please see Global Asset Allocation “Monthly - March 2019,” dated March 1, 2019 available at gaa.bcaresearch.com 6       Please see Global Asset Allocation “Quarterly - July 2018,” dated July 2, 2018 available at gaa.bcaresearch.com 7       Please see Global Asset Allocation “Quarterly - July 2018,” dated July 2, 2018 available at gaa.bcaresearch.com 8       Please see Global Investment Strategy Weekly Report, “What’s Next For The Dollar?” dated March 15, 2019  available at gis. bcaresearch.com 9       Please see Global Asset Allocation “Quarterly - July 2018,” dated July 2, 2018 available at gaa.bcaresearch.com 10    Please see Global Asset Allocation “Monthly Portfolio Update,” dated March 1, 2019 available at gaa.bcaresearch.com 11    Based on BCA’s Global Fixed Income Strategy’s bottom-up health monitor. 12   Please see Global Asset Allocation Special Report, “Can Asset Allocators Rely On Yield Curves?” dated June 15, 2018 available at gaa.bcaresearch.com GAA Asset Allocation

Highlights Chart 1Track The CRB/Gold Ratio Track The CRB/Gold Ratio Track The CRB/Gold Ratio Earlier this year the Fed signaled a dovish policy shift in response to slowing global growth and tighter financial conditions. In large part due to the Fed’s move, financial conditions are now easing and the CRB Raw Industrials index – a timely proxy for global growth – is starting to perk up. But when will this improvement translate to higher Treasury yields? The CRB/gold ratio offers some clues. Gold moves higher when monetary policy eases. Then with a lag, that easier policy spurs stronger global growth and a rising CRB index. Eventually, that stronger growth puts rate hikes back on the table. A more hawkish Fed limits the upside in gold and sends Treasury yields higher. In fact, we find that the 10-year Treasury yield only starts to rise when the CRB index outpaces the gold price (Chart 1). The recent jump in the CRB index is a positive sign, but we shouldn’t expect Treasury yields to rise until the CRB/gold ratio heads higher. In the meantime, investors should maintain below-benchmark portfolio duration and initiate positive-carry yield curve trades (see page 10) to boost returns while we wait for the next upward adjustment in yields. Feature Investment Grade: Overweight Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 59 basis points in February, bringing year-to-date excess returns up to +243 bps. The Federal Reserve’s pause opens a window for corporate spreads to tighten during the next few months. We recommend overweight positions in corporate bonds for now, but will be quick to reduce exposure once spreads reach our near-term targets (Chart 2). Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview In last week’s report we published option-adjusted spread targets for each corporate credit tier.1 The targets are based on the median 12-month breakeven spreads during prior periods when the slope of the yield curve is quite flat but not yet inverted, what we call a Phase 2 environment.2 Currently, the Aa-rated spread of 59 bps is 3 bps above our target (panel 2). The A-rated spread of 91 bps is 6 bps above our target (panel 3). The Baa-rated spread of 156 bps is 28 bps above our target (panel 4). The Aaa-rated spread is already below our target. We advise investors to avoid the Aaa-rated credit tier. With profit growth poised to moderate during the next few quarters, it is unlikely that gross corporate leverage will continue to decline at its current pace (bottom panel). As such, we will be quick to reduce corporate bond exposure when spreads reach our targets. Renewed Fed hawkishness will be another headwind for corporate bonds in the second half of the year. Chart Chart High-Yield: Overweight High-Yield outperformed the duration-equivalent Treasury index by 175 basis points in February, bringing year-to-date excess returns up to +590 bps. In last week’s report we published near-term spread targets for each high-yield credit tier.3 The targets are based on the median 12-month breakeven spreads seen during periods when the yield curve is quite flat but not yet inverted, what we call a Phase 2 environment.4 At present, the Ba-rated option-adjusted spread is 224 bps, 37 bps above our target. The B-rated spread is 376 bps, 81 bps above our target. The Caa-rated spread is 780 bps, 208 bps above our target. Our default-adjusted spread is an alternative measure of high-yield valuation. It represents the excess spread available in the High-Yield index after accounting for expected default losses. It is currently 243 bps, very close to the historical average of 250 bps (Chart 3). In other words, if corporate defaults match the Moody’s baseline forecast during the next 12 months, high-yield bonds will return 243 bps in excess of duration-matched Treasuries, assuming no change in spreads. Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview The Moody’s baseline forecast calls for a default rate of 2.4% during the next 12 months. This appears a touch too optimistic, as our own macro model is calling for a default rate closer to 3.5%.5 In either case, junk bonds currently offer adequate compensation for default risk. MBS: Neutral Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 6 basis points in February, bringing year-to-date excess returns up to +39 bps. The conventional 30-year zero-volatility spread tightened 2 bps on the month, driven by a 5 bps decline in the compensation for prepayment risk (option cost). The fall in option cost was partially offset by a 3 bps widening in the option-adjusted spread (OAS). The recent drop in the 30-year mortgage rate led to a jump in mortgage refinancings from historically low levels, putting some temporary upward pressure on MBS spreads (Chart 4). However, the relatively tepid pace of new issuance during the past few years means that the existing MBS stock is not very exposed to refinancing risk, even if mortgage rates fall further. All in all, we view agency MBS as one of the safest spread products in the current macro environment. Chart 4MBS Market Overview MBS Market Overview MBS Market Overview The problem with MBS is that valuation remains unattractive. The index option-adjusted spread for conventional 30-year MBS is well below its average pre-crisis level (panel 3) and the sector offers less compensation than normal compared to corporate bonds (panel 4). We continue to recommend a neutral allocation to agency MBS. An upgrade will only be appropriate when value in the corporate sector is no longer attractive relative to expected default risk. Government-Related: Underweight The Government-Related index outperformed the duration-equivalent Treasury index by 38 basis points in February, bringing year-to-date excess returns up to +92 bps. Sovereign debt outperformed duration-equivalent Treasuries by 97 bps on the month, bringing year-to-date excess returns up to +320 bps. Local Authorities outperformed the Treasury benchmark by 54 bps in February, bringing year-to-date excess returns up to +86 bps. Foreign Agencies outperformed by 44 bps in February, bringing year-to-date excess returns up to +109 bps, while Domestic Agencies outperformed by 12 bps on the month, bringing year-to-date excess returns up to +9 bps. Supranationals outperformed by 10 bps in February, bringing year-to-date excess returns up to +13 bps. The USD-denominated sovereign debt of most countries continues to look expensive relative to equivalently-rated U.S. corporate credit. However, in a recent report we highlighted that Mexican sovereign debt is an exception (Chart 5).6 Chart 5Government-Related Market Overview Government-Related Market Overview Government-Related Market Overview Not only is Mexican sovereign debt cheap relative to U.S. corporate credit, but our Emerging Markets Strategy service highlights that the Mexican peso is very cheap as measured by the real effective exchange rate based on unit labor costs.7 This is not surprising given that the peso has been relatively flat versus the dollar during the past two years, despite real interest rates being much higher in Mexico than in the U.S. Municipal Bonds: Overweight Municipal bonds outperformed the duration-equivalent Treasury index by 85 basis points in February, bringing year-to-date excess returns up to +92 bps (before adjusting for the tax advantage). The average Aaa-rated Municipal / Treasury yield ratio fell 5% in February, and currently sits at 81% (Chart 6). This is more than one standard deviation below its post-crisis mean and right at the average level that prevailed in the late stages of the previous cycle, between mid-2006 and mid-2007. Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview In other words, municipal bonds on average are no longer cheap. Rather, they appear fairly valued compared to similar prior macro environments. But a pure focus on the average yield ratio across the curve hides an important distinction. The yield ratio for short maturities (2-year and 5-year) is very low relative to history, while the yield ratio for long maturities (10-year, 20-year and 30-year) remains quite cheap (panel 2). Investors should continue to focus on long-maturity municipal debt to add yield to U.S. bond portfolios. In our research into the phases of the credit cycle, we often divide the cycle based on the slope of the yield curve. Since 1983, in the middle phase of the credit cycle when the 3/10 Treasury slope is between 0 bps and 50 bps (where it stands today), investment grade corporate bonds have delivered annualized excess returns of +3 bps. In contrast, municipal bonds have delivered annualized excess returns of +64 bps (before adjusting for the tax advantage).8 Given strong historical returns during the current phase of the cycle and the fact that our Municipal Health Monitor remains in “improving health” territory (bottom panel), we advocate an overweight allocation to municipal bonds. Treasury Curve: Favor 2/30 Barbell Over 7-Year Bullet Treasury yields rose in February, led by the long-end of the curve. The 2/10 Treasury slope steepened 3 bps on the month and currently sits at 21 bps. The 5/30 slope steepened 1 bp on the month and currently sits at 57 bps. Our 12-month fed funds discounter remains below zero, meaning that the market is priced for rate cuts during the next year (Chart 7). We continue to view rate hikes as more likely than cuts on this time horizon, and therefore recommend yield curve trades that will profit from a move higher in our discounter. In prior research we found that the 5-year and 7-year Treasury maturities are most sensitive to changes in our discounter, so any trade where you sell the 5-year or 7-year bullet and buy a duration-matched barbell consisting of the long and short ends of the curve will provide the appropriate exposure.9 Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview An added benefit of implementing a barbell over bullet strategy in the current environment is that barbells currently offer higher yields than bullets, meaning that you earn positive carry as you wait for the market to price rate hikes back into the curve (bottom 2 panels).10 Not surprisingly, barbell strategies also look attractively valued on our yield curve models, the output of which is found in Appendix B. TIPS: Overweight TIPS outperformed the duration-equivalent nominal Treasury index by 36 basis points in February, bringing year-to-date excess returns up to +120 bps. The 10-year TIPS breakeven inflation rate rose 11 bps on the month and currently sits at 1.96%. The 5-year/5-year forward TIPS breakeven inflation rate rose 7 bps on the month and currently sits at 2.07%. Both rates remain below the 2.3% - 2.5% range that has historically been consistent with inflation expectations that are well-anchored around the Fed’s target. After last month’s increase, the 10-year TIPS breakeven inflation rate is currently very close to the fair value reading from our Adaptive Expectations model (Chart 8).11 This model is based on a combination of backward-looking and forward-looking inflation measures and is premised on the idea that investors’ inflation expectations take time to adjust to changing macro environments. The current fair value reading from the model is 1.97%, but that fair value will trend steadily higher as long as core CPI inflation remains above 1.84%. The 1.84% threshold is the annualized trailing 10-year growth rate in core CPI, and it is the most important variable in the model. Chart 8Inflation Compensation Inflation Compensation Inflation Compensation On that note, core CPI has increased at an annual rate of 2.58% during the past four months, well above the necessary threshold. And while some forward-looking inflation measures have moderated, notably the ISM Prices Paid index (panel 3), this is largely a reaction to the recent drop in energy prices. A drop that should reverse as global growth improves in the coming months. ABS: Neutral Cut To Underweight Asset-Backed Securities outperformed the duration-equivalent Treasury index by 22 basis points in February, bringing year-to-date excess returns up to +38 bps. The index option-adjusted spread for Aaa-rated ABS narrowed 8 bps on the month and currently sits at 31 bps, 3 bps below its pre-crisis low (Chart 9). Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Our excess return Bond Map, shown in Appendix C on page 18, shows that Aaa-rated ABS offer a relatively poor risk/reward trade-off compared to other U.S. bond sectors. Aaa-rated auto loan ABS in particular offer greater risk and lower potential return than the Aggregate Plus index (the Bloomberg Barclays Aggregate index plus high-yield).  Tight spreads look even more unattractive when you consider that the delinquency rate for consumer credit is rising, and according to the uptrend in household interest expense, will continue to march higher in the coming quarters (panel 4). Lending standards are also tightening for both credit cards and auto loans, a dynamic that often coincides with a rising delinquency rate and wider ABS spreads (bottom panel). Given the recent spread tightening, we advise investors to reduce consumer ABS exposure in U.S. bond portfolios. Other sectors, such as Agency CMBS, offer a more attractive risk/reward trade-off within high-rated spread product. Non-Agency CMBS: Underweight Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 74 basis points in February, bringing year-to-date excess returns up to +142 bps. The index option-adjusted spread for non-agency Aaa-rated CMBS tightened 13 bps on the month and currently sits at 93 bps, below the average pre-crisis level but somewhat higher than the recent tights (Chart 10). Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview The Fed’s Senior Loan Officer Survey showed that banks tightened lending standards on commercial real estate (CRE) loans in Q4 and witnessed falling demand (bottom 2 panels). This, coupled with decelerating CRE prices paints a relatively negative picture for non-agency CMBS. Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Teasury index by 49 basis points in February, bringing year-to-date excess returns up to +77 bps. The index option-adjusted spread tightened 8 bps on the month and currently sits at 48 bps. The excess return Bond Map in Appendix C shows that Agency CMBS offer high potential return compared to other low-risk spread products. An overweight allocation to this defensive sector continues to make sense. Appendix A - The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the U.S. Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018, available at usbs.bcaresearch.com. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. At present, the market is priced for 2 basis points of rate cuts during the next 12 months. Given that we expect the Fed to deliver rate hikes in the second half of this year, we recommend that investors maintain below-benchmark portfolio duration. Chart 11The Golden Rule's Track Record The Golden Rule's Track Record The Golden Rule's Track Record We can also use our Golden Rule framework to make 12-month total return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the change in the fed funds rate. To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with 95% confidence intervals. Image Image Appendix B - Butterfly Strategy Valuation The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: U.S. Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com U.S. Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of +55 bps in the 5 over 2/10 cell means that we would only expect the 5-year to outperform the 2/10 if the 2/10 slope steepens by more than 55 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As of February 28, 2019) The Sequence Of Reflation The Sequence Of Reflation Table 5Butterfly Strategy Valuation: Standardized Residuals (As of February 28, 2019) The Sequence Of Reflation The Sequence Of Reflation Table 6Discounted Slope Change During Next 6 Months (BPs) The Sequence Of Reflation The Sequence Of Reflation Appendix C - Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the U.S. fixed income market. The Map employs volatility-adjusted breakeven spread analysis to show how likely it is that a given sector will earn/lose money during the subsequent 12 months. The Map does not incorporate any macroeconomic view. The horizontal axis of the Map shows the number of days of average spread widening required for each sector to lose 100 bps versus a position in duration-matched Treasuries. Sectors plotting further to the left require more days of average spread widening and are therefore less likely to see losses. The vertical axis shows the number of days of average spread tightening required for each sector to earn 100 bps in excess of duration-matched Treasuries. Sectors plotting further toward the top require fewer days of spread tightening and are therefore more likely to earn 100 bps of excess return.   Chart 12 Ryan Swift,  U.S. Bond Strategist rswift@bcaresearch.com   Jeremie Peloso, Research Analyst jeremiep@bcaresearch.com Footnotes 1 Please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 2 Please see U.S. Bond Strategy Special Report, “2019 Key Views: Implications For U.S. Fixed Income”, dated December 11, 2018, available at usbs.bcaresearch.com 3 Please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 4 Please see U.S. Bond Strategy Special Report, “2019 Key Views: Implications For U.S. Fixed Income”, dated December 11, 2019, available at usbs.bcaresearch.com 5 Please see U.S. Bond Strategy Weekly Report, “The Value In Corporate Bonds”, dated February 19, 2019, available at usbs.bcaresearch.com 6 Please see U.S. Bond Strategy Weekly Report, “The Value In Corporate Bonds”, dated February 19, 2019, available at usbs.bcaresearch.com 7 Please see Emerging Markets Strategy Weekly Report, “Dissecting China’s Stimulus”, dated January 17, 2019, available at ems.bcaresearch.com 8 Please see U.S. Bond Strategy Special Report, “2019 Key Views: Implications For U.S. Fixed Income”, dated December 11, 2018, available at usbs.bcaresearch.com 9  Please see U.S. Bond Strategy Weekly Report, “Don’t Position For Curve Inversion”, dated January 22, 2019, available at usbs.bcaresearch.com 10 Please see U.S. Bond Strategy Weekly Report, “Paid To Wait”, dated February 26, 2019, available at usbs.bcaresearch.com 11 Please see U.S. Bond Strategy Weekly Report, “Adaptive Expectations In The TIPS Market”, dated November 20, 2018 available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification Corporate Sector Relative Valuation And Recommended Allocation