Correlations

Highlights Duration: The global economic recovery is more synchronized than at any time since 2011. This suggests that foreign demand will be less of an impediment to the bond bear market and that Treasury yields will rise once U.S. data start to surprise on the upside. Stay at below-benchmark duration. MBS: Agency MBS option-adjusted spreads have widened significantly and no longer look expensive. With Treasury yields moving higher and mortgage refinancings likely to stay depressed, we advise upgrading MBS from underweight to neutral. Economy & Inflation: The U.S. economic data are starting to outperform beaten-down expectations. Survey data point to further GDP acceleration in the second half of this year and we expect inflation will soon follow growth higher. Feature Chart 12-Factor Treasury Model 2-Factor Treasury Model 2-Factor Treasury Model The relationship between the global breadth of economic growth, the value of the dollar and the outlook for Treasury yields has been a running theme in this publication.1 To summarize, stronger global growth pressures bond yields higher (and vice-versa). But how that growth is distributed across different countries matters as well. For example, if global growth is mostly concentrated in the U.S., then yield spreads will widen between the U.S. and the rest of the world and the dollar will appreciate as money pours in from overseas. Investors then respond to a stronger dollar by downgrading their U.S. growth and rate hike expectations. This caps the upside in long-dated U.S. Treasury yields. Conversely, if global growth is more evenly spread out throughout the world, then the dollar will come under less upward pressure when U.S. growth accelerates and Treasury yields can rise further. We developed a simple two-factor model to show how the trade-off between global growth and the exchange rate impacts the U.S. 10-year Treasury yield (Chart 1). The model uses the Global Manufacturing PMI as its proxy for global growth and a survey of bullish sentiment toward the dollar as its proxy for growth synchronization. So far this year, the Global PMI has moved higher and sentiment toward the dollar has become less bullish. Both developments have bond-bearish implications and our model now pegs fair value for the 10-year Treasury yield at 2.65%, 28 bps above the current 10-year yield. In Sync The Global PMI came in at 53.2 in September, the same as in August, but still a strong reading compared to recent history (Chart 2). But the most stunning detail of the September PMI releases is that 33 out of the 36 countries we track had PMIs above the 50 boom/bust line. As a result, our Global PMI Diffusion Index hit 90% for only the second time since 2011 (Chart 2, panel 1). The elevated reading of our diffusion index leads us to two market related observations. First, stronger growth outside of the U.S. explains why the 10-year Treasury yield is only 8 bps lower than at the start of the year despite U.S. economic data that have severely undershot expectations (Chart 2, bottom panel). Second, it suggests that when U.S. economic data inevitably start to surprise on the upside - a process which is only now beginning (see Economy & Inflation section below) - the dollar will appreciate by less than it would have when our PMI diffusion index was near 50. This removes a huge impediment from the bond bear market. In Chart 3 we see that the recent peak in 7-10 year U.S. bond yields occurred at 2.54% on Dec 16th. On that same date the spread between 7-10 year U.S. bond yields and average 7-10 year yields in the rest of the world was 178 bps, and bullish sentiment toward the dollar was above 80%. With the global recovery now more synchronized than it was last year, we anticipate that by the time U.S. yields take out that prior peak, the yield spread and dollar bullish sentiment will still be lower than they were last December. This means that less foreign capital will be encouraged into the U.S. and yields will rise even further. Chart 2Broad Based Recovery Broad Based Recovery Broad Based Recovery Chart 3Spreads Less Of A Constraint Spreads Less Of A Constraint Spreads Less Of A Constraint Where Is Growth Coming From? Considering the major economic blocs, the biggest change during the past year has been the surging Eurozone PMI (Chart 4). The U.S. PMI is still firmly above the 50 boom/bust line but has actually moderated in 2017. The Japanese PMI is similarly entrenched above 50 and while the Chinese PMI was weak earlier this year, it has rebounded during the past four months. At roughly 20%, China carries the largest weight in the Global PMI. The outlook for the Chinese economy is therefore crucial for the path of bond yields. On that note, while the Chinese PMI has been strong in recent months, a couple of warning signs are beginning to flash (Chart 5). Chart 4Global Manufacturing PMIs Global Manufacturing PMIs Global Manufacturing PMIs Chart 5Chinese Monetary Conditions Chinese Monetary Conditions Chinese Monetary Conditions Commodity prices - which correlate strongly with Chinese PMI - have declined since early September, although they remain above levels seen last year and do not yet pose a major risk. What's more important is that monetary conditions are starting to tighten (Chart 5, panel 2). If tighter monetary conditions persist, then we should expect growth to slow. The mild tightening in monetary conditions that has already occurred will probably lead to some near-term moderation in Chinese growth. But our China Investment Strategy service thinks it's unlikely that monetary conditions will tighten enough to cause a meaningful slowdown.2 Our China strategists note that with GDP growth within the government's target range, inflation exceedingly low and signs that financial excesses have been reigned in, there should not be much appetite for draconian policy tightening. We would also add that the causes of this year's tightening in monetary conditions have been relatively benign. The monetary conditions index shown in Chart 5 has fallen because the trade-weighted RMB is no longer depreciating and because real interest rates have moved a tad higher. Crucially, the RMB has only stabilized, it is not appreciating in trade-weighted terms. Also, the nominal policy rate remains flat at a low level. The increase in real interest rates resulted purely from weaker consumer price inflation. Bottom Line: The global economic recovery is more synchronized than at any time since 2011. This suggests that foreign demand will be less of an impediment to the bond bear market and that Treasury yields will rise once U.S. data start to surprise on the upside. Stay at below-benchmark duration. Buy The News In MBS Last week we upgraded our allocation to Agency MBS from underweight to neutral, noting that spreads had become more attractive during the past few months. In all likelihood this is the result of the market pricing in the wind-down of the Fed's balance sheet.3 With the Fed's plans now well known (and unlikely to change), there is an opportunity to increase MBS exposure from a more attractive starting point. After having sold the rumor, we think it's time to buy the news. The Value Proposition Chart 6OAS Look Attractive OAS Look Attractive OAS Look Attractive To be clear, we are not forecasting stellar excess returns from Agency MBS. But with spreads compressed across the entire U.S. fixed income universe, we would note that the option-adjusted spread (OAS) differential between conventional 30-year Agency MBS and investment grade corporate bonds (in duration-matched terms) has risen back to levels last seen in 2014 (Chart 6). The lagged OAS differential is a decent predictor of relative returns between MBS and corporate credit, and at current levels it suggests that MBS could even outperform corporate bonds at some point during the next 12 months (Chart 6, panel 2). This year's decline in Treasury yields has also biased OAS differentials between MBS and corporate bonds wider. Because of negative convexity, MBS duration is positively correlated with yields (Chart 6, bottom panel). If yields rise from here, as we expect they will, then MBS duration will also extend. This means that MBS OAS will start to appear less and less attractive relative to duration-matched comparables. In other words, MBS are less likely to cheapen relative to other spread product in an environment of rising Treasury yields. The Drivers Of MBS Spreads A simplified formula for excess MBS returns, relative to duration-matched Treasuries, could be written as follows: Excess Return = Starting OAS - Duration*(Change in nominal spread) + 0.5*Convexity*(Change in yield) 2 That is, OAS is the correct measure of MBS carry because it adjusts for expected losses due to prepayments. However, it is the change in the nominal spread (not the OAS) that will determine capital gains and losses during the investment horizon. On that note, we observe that nominal MBS spreads have rarely been tighter during the past 30 years (Chart 7). However, it is also hard for us to see a catalyst for significantly wider nominal spreads during the next 6-12 months. The two factors that correlate most closely with nominal MBS spreads are credit spreads and mortgage refinancings. Chart 7Nominal MBS Spreads Are Driven By Credit Spreads And Refinancings Nominal MBS Spreads Are Driven By Credit Spreads And Refinancings Nominal MBS Spreads Are Driven By Credit Spreads And Refinancings On credit spreads, we have repeatedly outlined why they are unlikely to widen materially in the absence of more significant inflationary pressure.4 As for refis, we are also hard pressed to see much upside for three main reasons: First, changes in mortgage rates are the number one driver of refinancings (Chart 8). Refis only increase when mortgage rates fall, making the proposition of refinancing more attractive. As yields rise during the next 6-12 months, refis will stay low. Second, the distribution of outstanding mortgages across the coupon stack impacts how sensitive refis are to changes in rates. The second panel of Chart 8 shows our measure of "moneyness", aka the dispersion of outstanding mortgages around the current coupon rate.5 Given today's dispersion levels we can calculate that even if the current coupon mortgage rate falls back to its recent low of 2.24%, our measure of moneyness would not get back to its late-2016 peak. For our moneyness indicator to rise back to 2013 levels the current coupon mortgage rate would have to fall all the way to 1.68%. Needless to say, we would characterize that risk as low. Third, the final factor that can impact the pace of mortgage refinancing is the seasoning of outstanding mortgages. Typically, we think of mortgages between 30 and 60 months old as being the most likely to refinance. Given that net mortgage origination was close to zero between 30 and 60 months ago and that mortgage purchase applications were at multi-year lows (Chart 9), most of the outstanding mortgage universe probably falls outside of this zone. Chart 8Refis Will Stay Low Refis Will Stay Low Refis Will Stay Low Chart 9Most Mortgages Are Not Yet Seasoned Most Mortgages Are Not Yet Seasoned Most Mortgages Are Not Yet Seasoned Bottom Line: Agency MBS option-adjusted spreads have widened significantly and no longer look expensive. With Treasury yields moving higher and mortgage refinancings likely to stay depressed, we advise upgrading MBS from underweight to neutral. Economy & Inflation Bring On The Upside Surprises As was alluded to in the opening section of this report, after have disappointed expectations year-to-date, we are just now starting to see U.S. economic data surprise to the upside (see Chart 2). The most recent datapoints that caught our eye were the ISM manufacturing and non-manufacturing PMIs.6 Our inclination is to mostly ignore last Friday's employment report as an outlier due to the recent hurricanes.7 The ISM non-manufacturing survey jumped to 59.8 in September, its highest level since 2005. Taken together with other survey indicators that tend to track GDP growth - the BCA Beige Book Indicator and the BCA Composite New Orders Indicator - the case is quite strong for further GDP acceleration in the third and fourth quarters (Chart 10). Of course the pressing issue for bond markets is whether that growth acceleration translates into higher inflation. On that note, we would suggest that the weak inflation we have seen during the past six months was a reaction to the growth slowdown witnessed in 2015 and the first half of 2016. The stronger ISM manufacturing index, in particular, sends a powerful signal that inflation is poised to put in a bottom (Chart 11). Chart 10Survey Indicators Of U.S. Growth Survey Indicators Of U.S. Growth Survey Indicators Of U.S. Growth Chart 11Inflation Lags Growth Inflation Lags Growth Inflation Lags Growth Bottom Line: The U.S. economic data are starting to outperform beaten-down expectations. Survey data point to further GDP acceleration in the second half of this year and we expect inflation will soon follow growth higher. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 Please see U.S. Bond Strategy Weekly Report, "Dollar Watching: Another Update", dated January 31, 2017, available at usbs.bcaresearch.com 2 Please see China Investment Strategy Special Report, "On A Higher Note", dated October 5, 2017, available at cis.bcaresearch.com 3 Please see U.S. Bond Strategy Portfolio Allocation Summary, "Return Of The Trump Trade", dated October 3, 2017, available at usbs.bcaresearch.com 4 Please see U.S. Bond Strategy Weekly Report, "Won't Back Down", dated September 26, 2017, available at usbs.bcaresearch.com 5 For each coupon bucket in the Bloomberg Barclays Conventional 30-year Agency MBS index we calculate the squared deviation between its coupon and the current coupon rate. We then weight those squared differences by the market capitalization of each coupon bucket. 6 These are different than the Markit PMI that is included in our 2-factor Treasury model. 7 Please see BCA Daily Insights, "U.S. Jobs Report: All Noise, No Signal", dated October 6, 2017, available at din.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

Highlights Portfolio Strategy The S&P hotels, resorts and cruise lines index will suffer from a profit margin squeeze, which should weigh on valuations. Cut exposure to underweight. A cyclical capex recovery is a boon for software outlays and coupled with reviving animal spirits, signal that it no longer pays to underweight the S&P software index. Augment positions to a benchmark allocation. Recent Changes Downgrade the defensive/cyclical portfolio bias to neutral. Downgrade the S&P hotels, resorts and cruise lines index to underweight today. Lift the S&P software index to neutral. Table 1 Dollar The Great Reflator Dollar The Great Reflator Feature Chart 1Weak Dollar Positive Contributor##br## To EPS Growth Weak Dollar Positive Contributor To EPS Growth Weak Dollar Positive Contributor To EPS Growth Equities broke out in a bullish fashion last week, as geopolitical fears subsided and the backlash from hurricane Irma was less severe than initially feared. Beneath the surface, non-inflationary synchronized global growth remains the dominant macro theme. While the latest U.S. CPI print was better than anticipated the Fed would have to see a couple more perky inflation reports before an uptrend is established, cementing the December hike. Until then, the path of least resistance is higher for equities. In our last Weekly Report, we noted that our four-factor S&P 500 operating EPS model has recently accelerated.1 This week, Chart 1 isolates the U.S. dollar as the sole regression variable on SPX earnings and the fitted value suggests that profits will likely surprise to the upside in the back half of the year despite difficult comparisons. Importantly, as we posited earlier this summer, irrespective of where the trade-weighted U.S. dollar ends the year, delayed FX translation effects will act as a tonic for S&P 500 profits. Since late-December's peak, the broad trade-weighted dollar has deflated by 9%. Regression analysis shows that a 1% fall in the U.S. dollar boosts operating EPS by 0.98%, with our dataset going back to the early 1970s. If, however, we narrow the interval of estimation starting in 1994 when NAFTA come into effect then the greenback's sensitivity on SPX EPS increases to 1.6%. While every cycle is different, a fresh all-time high in quarterly EPS - driven by a weak dollar - would not surprise us in Q3 and Q4. At some point, the deflating currency should show up in selling price inflation, again as a lagged effect (middle panel, Chart 2). This is encouraging for our firming operating leverage thesis, as a modest inflationary backdrop would reinforce top line growth (bottom panel, Chart 2). The implication of a sustainable revenue growth outlook is a profit margin-led flow through to EPS, especially for high fixed cost businesses. Already, sell side analysts' overall S&P 500 net earnings revisions are benefitting from the U.S. dollar's decline, and so is sector EPS breadth (trade-weighted dollar shown inverted, Chart 3). Chart 2Will The Dollar's Fall Show Up In Inflation? Will The Dollar’s Fall Show Up In Inflation? Will The Dollar’s Fall Show Up In Inflation? Chart 3EPS Breadth Improvement EPS Breadth Improvement EPS Breadth Improvement Moreover, U.S. dollar-based liquidity (defined as the sum of the Fed's balance sheet and foreign central bank U.S. Treasury holdings) has finally arrested its fall and has recently ticked higher above the zero line. This even mild increase in U.S. dollar-based liquidity represents a de facto easing in global monetary conditions, and historically has been synonymous with S&P 500 EPS acceleration (Chart 4). The upshot is that profits are on a solid upward trajectory. Chart 4Dollar Based Liquidity Also On The Rise Dollar Based Liquidity Also On The Rise Dollar Based Liquidity Also On The Rise The equity market's sensitivity to the greenback has been increasing as the percentage of foreign sourced earnings has been rising over the decades. Globally-exposed goods-producers are in the driver's seat. This raises the question: what to do with our long held preference for defensives versus cyclicals? We are taking our cue from the U.S. dollar-induced shifting macro backdrop, and locking in gains of 11% since the mid-2014 inception in our defensive over cyclical sector tilt, and moving to the sidelines. As a reminder, since the beginning of the spring we have been tweaking our portfolio adding cyclical exposure and, at the margin, removing defensive protection.2 Thus, a defensive over cyclical sector preference is no longer in place. Synchronized global growth, reviving emerging markets, a stable China, and a deflating U.S. dollar are all giving us confidence that it no longer pays to play defense (Chart 5). Finally, following a sling shot recovery, relative valuations are on a more even keel, as is our relative Technical Indicator which is hovering in the neutral zone (Chart 6). Chart 5Book Gains And Move##br## To Neutral Book Gains And Move To Neutral Book Gains And Move To Neutral Chart 6Valuations And Technicals##br## In The Neutral Zone Valuations And Technicals In The Neutral Zone Valuations And Technicals In The Neutral Zone This week we are making an early cyclical downshift and deep cyclical upshift to our portfolio. Hotels Update: Check Out Time This year has been a good one to be overweight the S&P hotels, resorts and cruise lines index which has outperformed the S&P 500 by a wide margin. However, earnings expectations have moved broadly in line with the market in 2017, meaning that the index's outperformance has been entirely valuation multiple driven. Normalizing earnings to smooth out profit volatility reveals a more severe picture with valuation multiples at decade highs, above the historical mean and at a 40% premium to the broad market (Chart 7). The index's strength has been most pronounced since the beginning of the summer and, unsurprisingly given the cyclical rotation into highly discretionary stocks, has been exclusive to the cruise line operator segment of the index. The two relevant stocks (RCL and CCL) now represent nearly half of the S&P hotels, resorts and cruise lines index's market capitalization. Cruise line operators' margins have climbed to 10-year highs (top panel, Chart 8), justifying soaring stock prices. Profit gains have come on the back of healthy unit revenue as unit costs have remained mostly unchanged (third panel, Chart 8). Chart 7Very Expensive Beneath The Surface Very Expensive Beneath The Surface Very Expensive Beneath The Surface Chart 8Cruise Lines Leading The Pack Cruise Lines Leading The Pack Cruise Lines Leading The Pack Cruise line occupancy rates corroborate this firm demand backdrop. They have risen in line with margin gains (second panel, Chart 8), a result of improving passenger growth and constrained capacity (bottom panel, Chart 8). This has been the industry's largest margin lever, i.e.: incremental passengers per room come with much higher incremental margin. As cruise lines cannot increase their occupancy ad infinitum (occupancy rates above 100% already imply more than two occupants of a double-occupancy berth), further margin gains of this magnitude seem doubtful. In fact, if cruise operators are to continue growing profits, a capacity growth cycle will eventually have to begin anew, meaning margin contraction rather than expansion. Thus, extrapolating profit growth far into the future is fraught with danger, warning that sky-high valuation multiples are vulnerable to even a modest de-rating. The outlook is even less bright for hotels, an industry that has been losing its share of the consumer's wallet for some time (Chart 9, second panel). Specifically, the low/non-corporate end of the market seems increasingly exposed to competition from Airbnb and other room share competitors; cutthroat competition is pricing power negative with industry selling prices sinking into outright deflation (Chart 9, third panel). Hoteliers are trying to compensate for low prices with huge capacity additions, adding a sense of permanence to recent pricing power declines. However, just as pricing has fallen, the accommodation related employment cost index has gone vertical (bottom panel, Chart 9). The implication of soft pricing power and a rising wage bill is a profit letdown. Our newly introduced S&P hotels, resorts and cruise lines EPS model (comprising the U.S. dollar, employment, PCE and confidence measures) does an excellent job encompassing all these moving parts and confirms our bearish industry profit stance. In fact, it is pointing to significant relative declines vis-à-vis the S&P 500 (Chart 10). Chart 9Mind The Deflationary Impulse Mind The Deflationary Impulse Mind The Deflationary Impulse Chart 10EPS Model Says Rush For The Exits EPS Model Says Rush For The Exits EPS Model Says Rush For The Exits Putting it together, shrinking margins and increased capital deployment mean lower return on capital and hence lower valuation multiples. This implies that the index's relative gains are in the past. Bottom Line: Take some chips off the table and reduce exposure to underweight in the S&P hotels, resorts and cruise lines index. The ticker symbols for the stocks in this index are: BLBG: S5HOTL - MAR, CCL, RCL, HLT, WYN. Software: A Capex Upcycle Winner? Software stock relative performance has returned to its long-term uptrend, but remains far from the two standard deviations above-the-mean peak reached during the tech bubble (top panel, Chart 11). The structural pull from the proliferation of cloud computing and software-as-a-service has served as a catalyst to raise the profile of this more defensive and mature tech sub-sector. Traditional hardware tech sectors, like communications equipment, are also suffering from the "virtualization" threat as software is making inroads into hardware and blurring the lines between the two. Beyond this constructive backdrop, cyclical forces are also painting a brighter picture for software equities. Importantly, there is tentative evidence that a fresh capex upcycle has commenced (see Chart 3 from last Monday's Weekly Report 3), and if software commands a larger slice of the overall spending pie, industry profits should enjoy a healthy rebound (second panel, Chart 11). Small business sector plans to expand have returned to a level last seen prior to the Great Recession, underscoring that software related outlays will likely follow them higher. Recovering bank loan growth is also corroborating this upbeat spending message: capital outlays on software are poised to accelerate based on rebounding bank loans. The latter signals that businesses are beginning to loosen their purse strings anew (third & fourth panels, Chart 11). Reviving animal spirits also suggest that demand for software upgrades will stay elevated. CEO confidence is pushing decade highs. Such ebullience is positive for a pickup in software investments (second panel, Chart 12). It has also rekindled software M&A activity, with the number of industry deals jumping in recent months (bottom panel, Chart 13). Chart 11Back To Trend Back To Trend Back To Trend Chart 12Capex Upcycle... Capex Upcycle… Capex Upcycle… Chart 13... And Reviving Animal Spirits Are Key Drivers … And Reviving Animal Spirits Are Key Drivers … And Reviving Animal Spirits Are Key Drivers Supply reduction presents a bullish backdrop for software selling prices that have exited deflation at a time when overall corporate sector inflation is decelerating. The upshot is that revenue growth will likely reaccelerate (middle panel, Chart 14). But before getting too carried away, there is some cause for concern. The S&P software index is priced to perfection fully reflecting most, if not all, of the positive drivers (bottom panel, Chart 14), warning that any sales/profit mishaps will likely knock relative performance over. Moreover, productivity dynamics are waving a yellow flag. Business sector productivity growth troughed in early 2017. Historically, this output per hour worked metric has been inversely correlated with software outlays (productivity shown inverted, third panel Chart 15). Importantly, even shown as a deviation from the long-term trend, productivity gains have troughed, suggesting that relative profit growth will likely remain muted (productivity shown inverted, bottom panel Chart 15). Keep in mind that, historically, software spending has been countercyclical (second panel, Chart 15) and given that we are not at the end of the line yet, relative outlays on software may not rebound to the same extent as our other aforementioned indicators suggest. Chart 14Impressive Pricing Power, ##br##But Fully Priced Impressive Pricing Power, But Fully Priced Impressive Pricing Power, But Fully Priced Chart 15Productivity Dynamics##br## Are A Sizable Offset Productivity Dynamics Are A Sizable Offset Productivity Dynamics Are A Sizable Offset Adding it up, enticing structural software forces aside, a cyclical capex recovery is a boon for software outlays and, coupled with reviving animal spirits, signal that it no longer pays to underweight this tech sub-sector. Bottom Line: The S&P software index does not deserve an underweight. Lift exposure to a benchmark allocation. The ticker symbols for the stocks in this index are: BLBG: S5SOFT - MSFT, ORCL, ADBE, CRM, ATVI, EA, INTU, ADSK, SYMC, RHT, SNPS, CTXS, ANSS, CA. Anastasios Avgeriou, Vice President U.S. Equity Strategy & Global Alpha Sector Strategy anastasios@bcaresearch.com 1 Please see Chart 5 of the U.S. Equity Strategy Report titled "Still Goldilocks", on September 11, 2017, available at uses.bcaresearch.com. 2 Please see the August 14, 2017 U.S. Equity Strategy Report titled "Three Risks" for a quick recap of most of our portfolio moves, available at uses.bcaresearch.com. 3 Please see the September 11, 2017 U.S. Equity Strategy Report titled "Still Goldilocks", available at uses.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor small over large caps and stay neutral growth over value.

Highlights The law of the vital few states that a small number of causes have a disproportionate impact on your overall investment performance. Get the bond yield direction right and your equity sector allocation, equity country allocation and currency allocation should end up outperforming too. Expect the euro area versus U.S. bond yield spread to continue compressing. This means euro area banks will outperform U.S. banks and EUR/USD has cyclical upside. But within a European equity portfolio, banks should be at neutral weight. This implies upgrading Italy's MIB and Spain's IBEX to neutral and downgrading Germany's DAX to underweight. Feature "Less is more, and usually more effective" - Nassim Taleb The law of the vital few states that a small number of causes usually have a disproportionate impact on any overall result. Familiar examples of the law - also known as the Pareto principle or the 80/20 rule - are that a minority of bugs cause a majority of software problems; and that the top few salespeople in any company tend to be responsible for most of its sales. With investment research costs now coming under intense scrutiny, the law of the vital few has become highly significant for the investment management industry too. Every day, investors are bombarded with a seemingly endless stream of research, email alerts and newsfeeds. Yet most of the hundreds of choices that investors have to make reduce to getting just a handful of fundamental decisions right. We call this investment reductionism. The message from investment reductionism is to identify the few decisions that really matter, and to focus your time, effort and resources on these vital few rather than the trivial many. Because the vital few will have a disproportionate impact on hundreds of positions across different asset-classes in your investment portfolio. Bond Yields Are One Of The Vital Few Right now, one of the vital few decisions is the direction of high-quality government bond yields. Get bond yields right absolutely and relatively and you will get at least four investment decisions for the price of one. Not only will you get fixed income right, but your equity sector allocation, equity country allocation and currency allocation should end up outperforming too. In the most recent mini-cycle, the bond yield has driven the bank equity sector's relative performance almost tick for tick both in Europe (Chart I-2) and globally (Chart of the Week). There are two reasons. Higher bond yields fatten banks' net interest margins. They also signal an improving growth outlook and thereby a reduction in bad debts. Lower bond yields imply the exact opposite. Chart of the WeekGet Bond Yields Right And You"ll ##br##Get Banks Right Too Get Bond Yields Right And You"ll Get Banks Right Too Get Bond Yields Right And You"ll Get Banks Right Too Chart I-2Get Bond Yields Right And You"ll ##br##Get Banks Right Too Get Bond Yields Right And You"ll Get Banks Right Too Get Bond Yields Right And You"ll Get Banks Right Too In turn, the bank sector's relative performance has a major influence on equity country allocation. Investment reductionism teaches us that for most stock markets, the sector (and dominant company) skews swamp any effect that comes from the domestic economy. For example, the defining skew for Italy's MIB and Spain's IBEX is their large overweighting to banks. So unsurprisingly, MIB and IBEX relative performance reduces to: will banks outperform the market? (Chart I-3 and Chart I-4) Which itself reduces to: will bond yields head higher? The bond yield - relative to those in other economies - is also a major driver of the exchange rate (Chart I-5). As we detailed in Who's Afraid Of A Stronger Euro?1 the transmission mechanism is the so-called fixed income portfolio channel. In a nutshell, a higher bond yield in one jurisdiction relative to others attracts international fixed income portfolio flows into that jurisdiction, pushing up its currency - until a new higher level of the currency repels any further bond inflows. Chart I-3Get Banks Right And You"ll ##br##Get Italy Right Too Get Banks Right And You"ll Get Italy Right Too Get Banks Right And You"ll Get Italy Right Too Chart I-4Get Banks Right And You"ll ##br##Get Spain Right Too Get Banks Right And You"ll Get Spain Right Too Get Banks Right And You"ll Get Spain Right Too Chart I-5Get Bond Relative Performance Right And##br## You"ll Get EUR/USD Right Too Get Bond Relative Performance Right And You"ll Get EUR/USD Right Too Get Bond Relative Performance Right And You"ll Get EUR/USD Right Too Follow Your High Convictions Still, it is impossible to have a high-conviction view on a macro call at all times. A golden rule of investing is to have a big position only where and when you have a high-conviction view. Chart I-6When Unemployment Is Plunging, Real Wage ##br##Inflation Should Be Rising, But It Isn"t When Unemployment Is Plunging, Real Wage Inflation Should Be Rising, But It Isn"t When Unemployment Is Plunging, Real Wage Inflation Should Be Rising, But It Isn"t At the moment, our high-conviction view on bond yields is a relative view. Specifically, the euro area versus U.S. yield shortfall will continue to compress one way or another. This is because the polarisation of monetary policy expectations in the euro area relative to the U.S. remains at odds with growth and inflation data that have been, are, and will continue to be near-identical. Using investment reductionism, a high-conviction view that the euro area versus U.S. yield spread will compress necessarily means overweighting European banks versus U.S. banks. And it means staying cyclically long EUR/USD. On the absolute direction of bond yields we have less conviction. On the one hand, major economies are growing well and unemployment rates are coming down. Yet as we explained in Why Robots Will Kill Middle Incomes,2 the current wave of technological progress is especially disinflationary for wages, and one of the reasons why the Phillips curve relationship between unemployment and wage inflation isn't working (Chart I-6). Even the Federal Reserve Bank of Philadelphia, in a recent research paper,3 "finds no evidence for relying on the Phillips curve". The upshot is that we are cyclically neutral on bonds, but structurally positive. Using investment reductionism again, a cyclically neutral stance on bonds necessarily means a cyclically neutral weighting to European banks versus other European sectors. In turn, this means a cyclically neutral weighting to Italy's MIB and Spain's IBEX versus the Eurostoxx600. Sector Skews Are One Of The Vital Few To reiterate, the key consideration for European equity country allocation is always: how to allocate to the vital few sectors that feature most often in the skews: in addition to Banks, this means Healthcare, Energy and Materials (Box I-1 and Appendix). Box 1: The Vital Few Sector Skews That Drive Country Relative Performance For major equity indexes in the euro area, the dominant sector skews that drive relative performance are as follows: Germany (DAX) is overweight Chemicals, underweight Banks. France (CAC) is underweight Banks and Basic Materials. Italy (MIB) is overweight Banks. Spain (IBEX) is overweight Banks. Netherlands (AEX) is overweight Technology, underweight Banks. Ireland (ISEQ) is overweight Airlines (Ryanair) which is, in effect, underweight Energy. And for major equity indexes outside the euro area: The U.K. (FTSE100) is effectively underweight the pound. Switzerland (SMI) is overweight Healthcare, underweight Energy. Sweden (OMX) is overweight Industrials. Denmark (OMX20) is overweight Healthcare and Industrials. Norway (OBX) is overweight Energy. The U.S. (S&P500) is overweight Technology, underweight Banks. Within a European equity portfolio, our cyclical stance to Banks is neutral. Healthcare's cyclical relative performance reduces to its defensiveness and low beta. This means that Healthcare tends to underperform in a strongly advancing market. But it tends to outperform when the market is doing no better than advancing weakly (Chart I-7). As this is our central expectation, our cyclical stance is to remain overweight Healthcare. Chart I-7Healthcare"s Cyclical Relative Performance Reduces To Its Defensiveness And Low Beta Healthcare"s Cyclical Relative Performance Reduces To Its Defensiveness And Low Beta Healthcare"s Cyclical Relative Performance Reduces To Its Defensiveness And Low Beta Regarding Energy, Materials (and Industrials), euro area equity markets with a large exposure to these export-heavy sectors will be under pressure, given our cyclical view on the euro. Mostly, this is because the translation of multi-currency international earnings into a strengthening base currency hurts index profits. Hence, underweight these sectors. Finally, to arrive at a country allocation, combine the cyclical view on the vital few sectors with the country sector skews shown above. Even if you disagree with our sector views, the sector-based approach is the right way to pick European equity markets. If you agree with our sector views, the result is the following updated European equity market allocation: Overweight: France, Ireland, U.K., Switzerland and Denmark. Neutral: Italy, Spain, and Netherlands. Underweight: Germany, Sweden and Norway. Dhaval Joshi, Senior Vice President Chief European Investment Strategist dhaval@bcaresearch.com 1 Published on August 3, 2017 and available at eis.bcaresearch.com 2 Published on August 10 and available at eis.bcaresearch.com 3 https://www.philadelphiafed.org/-/media/research-and-data/publications/… Chart Appendix Chart I-8Germany (DAX) Is Overweight Chemicals, ##br##Underweight Banks Germany (DAX) Is Overweight Chemicals, Underweight Banks Germany (DAX) Is Overweight Chemicals, Underweight Banks Chart I-9France (CAC) Is Underweight Banks ##br##And Basic Materials France (CAC) Is Underweight Banks And Basic Materials France (CAC) Is Underweight Banks And Basic Materials Chart I-10Italy (MIB) Is Overweight Banks Italy (MIB) Is Overweight Banks Italy (MIB) Is Overweight Banks Chart I-11Spain (IBEX) Is Overweight Banks Spain (IBEX) Is Overweight Banks Spain (IBEX) Is Overweight Banks Chart I-12Netherlands (AEX) Is Overweight Technology, ##br##Underweight Banks Netherlands (AEX) Is Overweight Technology, Underweight Banks Netherlands (AEX) Is Overweight Technology, Underweight Banks Chart I-13Ireland (ISEQ) Is Overweight Airlines (Ryanair)##br## Which Is, In Effect, Underweight Energy Ireland (ISEQ) Is Overweight Airlines (Ryanair) Which Is, In Effect, Underweight Energy Ireland (ISEQ) Is Overweight Airlines (Ryanair) Which Is, In Effect, Underweight Energy Chart I-14The U.K. (FTSE100) Is Effectively##br## Underweight The Pound The U.K. (FTSE100) Is Effectively Underweight The Pound The U.K. (FTSE100) Is Effectively Underweight The Pound Chart I-15Switzerland (SMI) Is Overweight Healthcare, ##br##Underweight Energy Switzerland (SMI) Is Overweight Healthcare, Underweight Energy Switzerland (SMI) Is Overweight Healthcare, Underweight Energy Chart I-16Sweden (OMX) Is Overweight ##br##Industrials Sweden (OMX) Is Overweight Industrials Sweden (OMX) Is Overweight Industrials Chart I-17Denmark (OMX20) Is Overweight ##br##Healthcare And Industrials Denmark (OMX20) Is Overweight Healthcare And Industrials Denmark (OMX20) Is Overweight Healthcare And Industrials Chart I-18Norway (OBX) Is##br## Overweight Energy Norway (OBX) Is Overweight Energy Norway (OBX) Is Overweight Energy Chart I-19The U.S. (S&P500) Is Overweight Technology, ##br##Underweight Banks The U.S. (S&P500) Is Overweight Technology, Underweight Banks The U.S. (S&P500) Is Overweight Technology, Underweight Banks Fractal Trading Model* Our model successfully captured the early August technical bounce in USD/CAD, and is signalling another opportunity now. The profit target / stop loss is 2.5%. For any investment, excessive trend following and groupthink can reach a natural point of instability, at which point the established trend is highly likely to break down with or without an external catalyst. An early warning sign is the investment's fractal dimension approaching its natural lower bound. Encouragingly, this trigger has consistently identified countertrend moves of various magnitudes across all asset classes. Chart I-20 Long USD/CAD Long USD/CAD The post-June 9, 2016 fractal trading model rules are: When the fractal dimension approaches the lower limit after an investment has been in an established trend it is a potential trigger for a liquidity-triggered trend reversal. Therefore, open a countertrend position. The profit target is a one-third reversal of the preceding 13-week move. Apply a symmetrical stop-loss. Close the position at the profit target or stop-loss. Otherwise close the position after 13 weeks. Use the position size multiple to control risk. The position size will be smaller for more risky positions. * For more details please see the European Investment Strategy Special Report "Fractals, Liquidity & A Trading Model," dated December 11, 2014, available at eis.bcaresearch.com Fractal Trading Model Recommendations Equities Bond & Interest Rates Currency & Other Positions Closed Fractal Trades Trades Closed Trades Asset Performance Currency & Bond Equity Sector Country Equity Indicators Bond Yields Chart II-1Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-2Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-3Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-4Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Interest Rate Chart II-5Indicators To Watch ##Br##- Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch##br## - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch##br## - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch##br## - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations

Highlights Monetary Policy: A prominent Fed Governor has acknowledged that inflation expectations have become un-anchored to the downside. This is an important signal and suggests that the Fed will keep policy easy enough for inflation expectations to recover. TIPS: The combination of a Fed that communicates a desire for higher inflation expectations and an end to the current downtrend in realized core inflation will send TIPS breakevens wider. Yield Curve: Higher inflation expectations will cause the yield curve to steepen on a 6-12 month horizon. Although steepener trades no longer appear cheap on our model, we remain overweight the 5-year bullet versus a duration-matched 2/10 barbell. Feature Chart 1Flight To Safety Focused In Real Yields Flight To Safety Focused In Real Yields Flight To Safety Focused In Real Yields Bond markets digested two important events last week. The first was a politically driven flight to safety. The 10-year yield fell 10 bps (Chart 1) and the average junk spread widened 8 bps as the daily U.S. Policy Uncertainty index1 averaged 121 for the week, its second-highest reading since February. As we have noted in past reports,2 historically the best strategy has been to fade politically driven flights to safety. The second, and more significant, event was a speech3 given by Fed Governor Lael Brainard in which she suggested that inflation expectations have become un-anchored to the downside. As is explained below, this acknowledgement represents an important change in tone from the Fed. One that reinforces our outlook for higher Treasury yields, a steeper yield curve and wider TIPS breakevens on a 6-12 month horizon. You Had One Job The key passage from Governor Brainard's speech is the following: Nonetheless, a variety of measures suggest underlying trend inflation may be lower than it was before the crisis, contributing to the ongoing shortfall of inflation from our objective. To understand the significance of this statement we need some background on how the Fed thinks about inflation. FOMC members tend to apply an expectations-augmented Phillips curve framework to the task of forecasting inflation (Chart 2). Fed Chair Janet Yellen explained this approach in a September 2015 speech.4 In Yellen's words: ...economic slack, changes in imported goods prices, and idiosyncratic shocks all cause core inflation to deviate from a longer-term trend that is ultimately determined by long-run inflation expectations. [...] An important feature of this model of inflation dynamics is that the overall effect that variations in resource utilization, import prices, and other factors will have on inflation depends crucially on whether these influences also affect long-run inflation expectations. In other words, the Fed's model distinguishes between core inflation's long-run trend and its cyclical fluctuations. Cyclical fluctuations are driven by: Resource utilization (usually measured as the unemployment rate minus its estimated natural rate) Non-oil import prices Idiosyncratic shocks In contrast, core inflation's long-run trend is purely a function of long-term inflation expectations. In the Fed's view, monetary policy can be used effectively in response to shifts in the cyclical drivers of inflation. However, if inflation expectations were to become unanchored, then inflation's long-run trend would be altered and monetary policy would become less effective. In a sense, the worst possible outcome would be if inflation expectations became un-anchored to the downside. Once again, in Janet Yellen's own words: Anchored inflation expectations were not won easily or quickly: Experience suggests that it takes many years of carefully conducted monetary policy to alter what households and firms perceive to be inflation's "normal" behavior, and, furthermore, that a persistent failure to keep inflation under control - by letting it drift either too high or too low for too long - could cause expectations to once again become unmoored. This describes precisely the conventional wisdom as to why the Japanese economy has experienced two decades of deflation despite reasonably high levels of resource utilization. Policymakers did not act quickly or strongly enough following the burst stock market bubble of 1989-91, and this allowed deflationary expectations to become entrenched. In this sense the Japanese experience provides a roadmap for what could happen in the U.S. if the Fed doesn't act quickly to bring inflation expectations back up to target levels. It is true that not all measures of U.S. inflation expectations currently display weakness. For example, the measure we used in our expectations-augmented Phillips curve in Chart 2 - median 10-year PCE expectations from the Survey of Professional Forecasters - appears stable in recent years. However, Governor Brainard pointed to several measures that suggest inflation expectations have already declined (Chart 3). Chart 2The Fed's Inflation Model The Fed's Inflation Model The Fed's Inflation Model Chart 3Still Well Anchored? Still Well Anchored? Still Well Anchored? Comparing the three-year period ending in the second quarter of this year with the three-year period ended just before the financial crisis, 10-year-ahead inflation compensation based on TIPS [...] yields is ¾ percentage point lower. Survey-based measures of inflation expectations are also lower. The Michigan survey measure of median household expectations of inflation over the next five to 10 years suggests a ¼ percentage point downward shift over the most recent three-year period compared with the pre-crisis years, similar to the five-year, five-year forward forecast for the consumer price index from the Survey of Professional Forecasters.5 Investment Implications In our view, there are two important facts to keep in mind: In the Fed's model of inflation it is crucial that long-term inflation expectations do not fall. Otherwise, the odds of replicating the Japanese scenario start to increase. A prominent Fed Governor has now suggested that U.S. inflation expectations have become un-anchored to the downside. Chart 4The Market's Rate Hike Expectations The Market's Rate Hike Expectations The Market's Rate Hike Expectations Taken together, these two facts have important investment implications. First, the two facts suggest that TIPS breakevens will move wider. While the Japanese experience has taught us that "open mouth operations" become less effective once deflationary expectations are entrenched, they should still have some impact in the States. Notice that the decline in Treasury yields that followed Brainard's comments last week was concentrated in the real component. The 10-year TIPS breakeven inflation rate actually rose 2 bps (Chart 1). The combination of a Fed that communicates a desire for higher inflation expectations and an end to the current downtrend in realized core inflation (see "Economy & Inflation" section below) will be enough to send long-dated TIPS breakevens wider on a 6-12 month horizon. Second, a Fed that is committed to staying accommodative for as long as is necessary to ensure that inflation expectations move higher will cause the yield curve to steepen (see section titled "Inflation Expectations Drive The Curve" below). Third, a Fed that is more committed to fighting deflation should bias Treasury yields lower. However, inflationary pressures in the U.S. economy are strong enough that the Fed will be able to move inflation expectations higher while still delivering more rate hikes than are currently priced into the curve. At present, the overnight index swap curve is discounting that the next 25 basis point rate hike will not occur until November 2018 (Chart 4)! Bottom Line: A prominent Fed Governor has acknowledged that inflation expectations have become un-anchored to the downside. This represents an important signal about the future path of policy and reinforces our view that the Treasury curve will bear-steepen during the next 6-12 months, led by wider TIPS breakevens. Inflation Expectations Drive The Curve Our research6 shows that inflation expectations are the most important driver of changes in the slope of the yield curve. This runs counter to the conventional wisdom which states that the curve flattens when the Fed hikes rates, and steepens when it cuts rates. While the correlation between Fed rate moves and the slope of the curve is undeniable, the relationship results purely from the fact that the Fed responds to changes in inflation. The link between inflation expectations and the yield curve is the dominant relationship. To see this we look at Charts 5 and 6. Both charts show monthly changes in the 5-year, 5-year forward TIPS breakeven inflation rate plotted against monthly changes in the nominal 2/10 slope. Chart 5 shows all available historical data, and we observe a strong positive correlation. In fact, 63% of monthly observations fall into either the top-right or bottom-left quadrants indicating that wider breakevens correlate with a steeper curve and vice-versa. Chart 52/10 Nominal Treasury Slope Vs. TIPS Breakeven Inflation Rate 5-Year / ##br##5-Year Forward (February 1999-Present) Open Mouth Operations Open Mouth Operations Chart 62/10 Nominal Treasury Slope Vs. TIPS Breakeven Inflation Rate 5-Year / 5-Year Forward ##br##During Fed Tightening Cycles (June 1999 To May 2000 & June 2004 To June 2006) Open Mouth Operations Open Mouth Operations The more important question, however, is whether this correlation still holds when the Fed is raising rates. Chart 6 focuses only on prior rate hike cycles and still shows a strong positive correlation. 73% of the monthly observations fall into either the top-right or bottom-left quadrants, although in this case there are more observations in the bottom-left quadrant because typically the Fed lifts rates with the goal of sending inflation and inflation expectations lower. In this respect the current rate hike cycle is unique. The Fed is in the process of lifting rates, but as Brainard's speech shows, it still critically needs inflation expectations to rise. We conclude that the Fed will stay easy enough, long enough, for long-dated TIPS breakevens to return to their pre-crisis trading range between 2.4% and 2.5%. An upward adjustment to this range will occur alongside a steeper 2/10 curve. Unit Labor Costs And The Yield Curve The logic presented above also suggests an inverse relationship between the slope of the curve and wage growth. In a world where inflation expectations are well anchored, stronger wage growth encourages the Fed to tighten policy more quickly, this causes the yield curve to flatten. Conversely, softer wage growth leads to a steeper curve. Our research shows that unit labor costs are the measure of wage growth that correlates most closely with the slope of the curve. The reason is that unit labor costs actually measure both wage growth (compensation per hour) and labor productivity (output per hour). Put differently, the yield curve can flatten because labor compensation is rising and the Fed is tightening policy (bear flattening) or it can flatten because productivity is falling and investors are discounting a slower pace of potential growth and a lower terminal fed funds rate (bull flattening). Unit labor costs capture both of these dynamics. Last week saw second quarter productivity growth revised higher from 0.9% to 1.5% and unit labor cost growth revised down from 0.6% to 0.2% (Chart 7). We expect that productivity will continue to experience a modest late-cycle bounce. Usually, payroll growth starts to moderate late in the business cycle as the labor market tightens. The cost of labor typically rises and encourages firms to substitute capital for workers. This late-cycle boost in capital spending tends to correlate with stronger productivity growth (Chart 8), and this dynamic looks to be in full swing at the moment. Payroll growth has been decelerating since early 2015, and durable goods orders have picked up sharply since the end of last year (Chart 8, bottom panel). Chart 7Weakness In Unit Labor Costs Weakness In Unit Labor Costs Weakness In Unit Labor Costs Chart 8Productivity: Look For A Late-Cycle Rebound Productivity: Look For A Late-Cycle Rebound Productivity: Look For A Late-Cycle Rebound A modest late-cycle upswing in productivity growth will put downward pressure on unit labor costs and lead to curve steepening. How To Position For Steepening We have been expressing our yield curve view via a long position in the 5-year bullet and a short position in a duration-matched 2/10 barbell since last December.7 So far that trade has returned +28 bps, even though the 2/10 slope has flattened more than 50 bps since its inception. The reason our curve steepener has outperformed even as the curve has flattened is that, when we initiated our trade, the 2/5/10 butterfly spread was discounting an even larger curve flattening. Put differently, the 5-year bullet looked extremely cheap on the curve (Chart 9).8 Chart 92/5/10 Butterfly Spread Fair Value Model 2/5/10 Butterfly Spread Fair Value Model 2/5/10 Butterfly Spread Fair Value Model This state of affairs has now changed. Our fair value model shows that the 5-year bullet appears slightly expensive compared to the barbell, or alternatively, that the 2/5/10 butterfly spread is priced for a 20 bps steepening of the 2/10 slope during the next six months. According to our model, the 2/10 slope will have to steepen by more than 20 bps during the next six months for our trade to outperform from current levels. Bottom Line: Higher inflation expectations will cause the yield curve to steepen on a 6-12 month horizon. Although steepener trades no longer appear cheap on our model, we remain overweight the 5-year bullet versus a duration-matched 2/10 barbell for now. Economy & Inflation Updates received during the past few weeks indicate that U.S. growth is running solidly above trend, and may even be accelerating. Real second-quarter GDP growth was revised higher from 2.6% to 3%. Second quarter labor productivity growth was also revised higher, as was discussed above. Even following a lackluster August employment report, our back-of-the-envelope tracking estimate for U.S. growth - the sum of year-over-year growth in aggregate hours worked and average quarterly productivity growth since 2012 - is running at 2.7%, well above the Fed's 1.8% estimate of trend (Chart 10). Survey measures also suggest that growth has further upside in the second half of the year, at least according to a simple growth model based on the ISM non-manufacturing survey, our own BCA Beige Book Monitor and a composite of new orders surveys (Chart 11). Chart 10Growth Tracking Above-Trend... Growth Tracking Above-Trend... Growth Tracking Above-Trend... Chart 11...And Surveys Suggest Further Upside ...And Surveys Suggest Further Upside ...And Surveys Suggest Further Upside But bond markets are not getting the message. The 10-year yield is stuck at 2.12%, and the markets seem to be saying that the link between stronger growth and rising inflation has been permanently broken. We disagree and think that investors are simply underestimating the often long and variable lags between economic growth and inflation. Chart 12Inflation Lags Growth Inflation Lags Growth Inflation Lags Growth Chart 12 shows that real GDP growth has tended to lead core inflation by about 18 months, while changes in year-over-year core CPI (the second derivative of prices) have tended to follow the ISM Manufacturing index with a lag of about 12 months. All signs suggest that the recent downtrend in inflation is nothing more than a reaction to the growth deceleration seen between mid-2015 and mid-2016. Now that growth has re-accelerated, inflation is poised to move higher. Bottom Line: Bond markets are priced as though the link between growth and inflation is broken. We expect they will be proven wrong as inflation regains its uptrend during the next few months. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 The daily policy uncertainty index measures the number of news items related to economic uncertainty. For further details please see www.policyuncertainty.com 2 Please see U.S. Bond Strategy Weekly Report, "What We Know About Uncertainty", dated July 12, 2016, available at usbs.bcaresearch.com 3 https://www.federalreserve.gov/newsevents/speech/brainard20170905a.htm 4 https://www.federalreserve.gov/newsevents/speech/yellen20150924a.htm 5 https://www.federalreserve.gov/newsevents/speech/brainard20170905a.htm 6 Please see U.S. Bond Strategy Weekly Report, "The Yield Curve On A Cyclical Horizon", dated March 21, 2017, available at usbs.bcaresearch.com 7 Please see U.S. Bond Strategy Special Report, "Seven Fixed Income Themes For 2017", dated December 20, 2016, available at usbs.bcaresearch.com 8 For further details on how butterfly trades respond to changes in the yield curve, and on how we use our fair value yield curve models please see U.S. Bond Strategy Special Report, "Bullets, Barbells And Butterflies", dated July 25, 2017, available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

Highlights Despite a tightening in Chinese monetary conditions, dollar bloc currencies have continued to rally. Rising global reserves and strong carry inflows into EM prompted by low global financial volatility have created plentiful liquidity conditions in EM, supporting dollar-bloc currencies. The beginning of the Fed's balance-sheet runoff could reverse these dynamics, hurting the AUD, CAD and NZD in the process. Monitor U.S. inflation, cross-currency basis swap spreads, gold, EM currencies and Chinese monetary conditions to judge when a break in dollar-bloc currencies will materialize. Feature The rally in the dollar-bloc currencies since July 2016 has been nothing short of stunning. We did highlight in April last year that commodity currencies had room to appreciate, but we did not anticipate such a prolonged move.1 In fact, the up leg that began in April 2017 caught us by surprise. At this juncture, it is essential to analyze whether or not the bull move in commodity currencies has further to run, or whether it is in its final innings. A principal component analysis of the returns of the AUD, the CAD, and the NZD shows that despite differing central bank postures in the three countries, a simple common factor explains 86% of their variability against the USD since 2010 (Chart I-1). Because of this result, our focus in this week's report are the global forces that may be driving this factor. Today, the key risk to the dollar-bloc currencies is global liquidity tightening. Behind this danger lies the removal of policy accommodation in the U.S., and the risks to carry trades created by the already-very-low volatility of risk assets. A China-Fueled Rebound, But Something Is Amiss... The key reason behind the rally in commodity currencies has been improvement in EM growth relative to DM economies since 2016 (Chart I-2). This growth outperformance has been underpinned by a few factors. Chart I-1One Factor To Drive Them All One Factor To Drive Them All One Factor To Drive Them All Chart I-2Commodity Currencies And EM Growth Commodity Currencies And EM Growth Commodity Currencies And EM Growth China has played an essential role. As the Chinese economy decelerated in 2015, Beijing implemented a large amount of fiscal stimulus, which saw government spending grow at a 25% annual rate in November 2015. Due to the lags of stimulus on the economy, the full force of that stimulus was felt in 2016. Direct fiscal goosing was not the only road taken by Beijing. The Chinese authorities also applied a considerable amount of monetary pressure on China. After tightening massively through 2015, Chinese monetary conditions eased greatly in 2016 as real borrowing costs collapsed from a peak of 10.5% in the fall of 2015 to a trough of -3.5% earlier this year (Chart I-3). Directed expansion of credit through banking channels was also used to support the economy, resulting in a surge in the Chinese credit impulse. However, in recent months these positives have dissipated. Chinese money growth has slowed, and the combined credit and fiscal impulse has been lessened. Yet EM equity prices, copper prices and commodity currencies are all continuing their rally, and are now re-testing their May 2015 levels - levels last experienced right before EM assets and related plays entered a vicious tailspin that lasted all the way until January 2016 (Chart I-4). Chart I-3China: From Tailwind ##br##To Headwind China: From Tailwind To Headwind China: From Tailwind To Headwind Chart I-4EM, Copper, Dollar Bloc: ##br##Back To May 2015 Levels EM, Copper, Dollar Bloc: Back To May 2015 Levels EM, Copper, Dollar Bloc: Back To May 2015 Levels Bottom Line: The rally in dollar-bloc currencies that begun in January 2016 was powered by improving growth performance within EM economies. The original driver behind this move was Chinese monetary and fiscal stimulus. However, even once the easing faded, EM plays, including the AUD, the CAD and the NZD continued to appreciate. Another factor is currently at play. ...And This Something Is Global Liquidity Our view is that global liquidity is now the key factor supporting EM plays in general and dollar-bloc currencies in particular. Since the end of 2016, we have seen a rebound in the Federal Reserve's custody holdings - one that has happened as foreign central banks resumed their purchases of Treasury securities (Chart I-5). Fed custodial holdings for other monetary authorities are a key component of our dollar-based liquidity indicator. A rebound in this indicator tends to be associated with a surge in high-powered money globally. The capital outflows from China have dissipated, helping high-powered money find its way into EM plays and the commodity-currency complex. Private FX settlements - a proxy for the Chinese private sector's selling of yuan - was CNY -43 billion in July, a massive improvement compared to the CNY 800 billion in outflows experienced in August 2015 (Chart I-6). Through stringent administrative controls and a lessening of deflation, China gained the upper hand over its capital account. This development has two implications: it means that China does not need to sell reserves anymore, and in fact has been accumulating Treasurys since February 2017. It also means that investors are now less afraid of a sudden devaluation in the CNY, which has heartened risk-taking globally - especially in assets most exposed to China, which includes EM, commodities and dollar-bloc currencies. Chart I-5Easing Global Liquidty In 2017 Easing Global Liquidty In 2017 Easing Global Liquidty In 2017 Chart I-6Chinese Capital Account Under Control Chinese Capital Account Under Control Chinese Capital Account Under Control The collapse in the volatility of risk assets has been an additional element helping global liquidity make its way into EM plays and commodity currencies. As Chart I-7 illustrates, there is a relationship between the realized volatility of the U.S. stock market and the performance of dollar-bloc currencies. The first hunch is to dismiss the relationship as an artifact of the fact that both stock prices and commodity currencies are "risk-on" instruments. But there is an economic underpinning behind this relationship. As we argued in a Special Report on carry trades last year, the main reason carry trades have been able generate high Sharpe ratios since the 1980s is because they offer investors a risk premium for taking on exposure to unforeseen spikes in volatility.2 As a result, when the volatility of risk assets collapses, as has been the case recently, carry currencies outperform. The opposite holds true when volatility spikes back up. Chart I-7Dollar Bloc Currencies Like Low Vol Dollar Bloc Currencies Like Low Vol Dollar Bloc Currencies Like Low Vol When carry trades do well, investors end up aggressively buying EM currencies. As a result of these purchases, they inject funds - i.e. liquidity - into these economies. These injections of liquidity end up boosting money growth and supporting their economic activity, which stimulates global trade, commodity prices, and thus commodity currencies - even if these are not currently "high-yielders." Bottom Line: Chinese monetary conditions have deteriorated, creating a handicap for EM assets and the dollar-bloc currencies. Nonetheless, an increase in high-powered money growth, a decline in the risk premium to compensate investors for the risk of sudden new Chinese devaluation, and a collapse in global financial volatility have reinforced each other to create the ideal breeding ground for a rally in the AUD, the CAD and the NZD. The Sweet Spot Is Passing At the current juncture, the sweet spot for the dollar-bloc currencies may be passing. To begin with, commodity currencies are trading at a significant premium to underlying commodity prices, suggesting they are expensive and vulnerable to a decrease in global liquidity (Chart I-8). The AUD and the NZD stand out as especially expensive, while the CAD is only trading at a small premium to its long-term fair value (Chart I-9). This suggests that the Canadian dollar is likely to continue to outperform the Australian and New Zealand currencies, as it has been doing in choppy fashion since November 2016. Chart I-8Dollar Bloc Currencies Are Expensive Dollar Bloc Currencies Are Expensive Dollar Bloc Currencies Are Expensive Chart I-9AUD And NZD Are Expensive AUD And NZD Are Expensive AUD And NZD Are Expensive Another problem for dollar-bloc currencies is that they have greatly overshot global liquidity metrics. Historically, the commodity currencies have moved in lockstep with the evolution of global central bank reserves - a key measure of global liquidity (Chart I-10). While global reserves have improved, the average of the AUD, the CAD and the NZD has over-discounted this positive, pointing to potential vulnerability once liquidity ebbs. The problem with this overshoot is that liquidity is likely to decline with the imminent reduction in the Fed's balance sheet size. As Chart I-11 shows, the USD has been closely linked to changes in the reserves of commercial banks held at the Fed. As commercial banks accumulate excess reserves, this provides fuel for the repo market and the Eurodollar market, creating a supply of globally available USD for offshore markets. However, mechanically, once the Fed lets the assets on its balance sheet run off (its holdings of Treasurys), a liability will also have to decrease. This liability is most likely to be excess reserves as banks buy the Treasurys sold by the Fed. A fall in the accumulation of reserves of commercial banks in the U.S. is also directly linked with weaker dollar-bloc currencies (Chart I-12). This is because falling reserves push up the dollar and hurt commodity prices - a negative terms-of-trade shock for the AUD, the CAD and the NZD. Moreover, less reserves point to less liquidity making its way into EM economies. This also hurts the expected returns of holding assets in dollar-bloc economies. This therefore means that not only is there less liquidity available to move into these markets, the rationale to do so also dissipates. Without this dollar-based liquidity support, the tightening in Chinese monetary conditions could finally show its true impact on commodity currencies. Chart I-10Commodity Currencies Have##br## Overshot Global Liquidity Commodity Currencies Have Overshot Global Liquidity Commodity Currencies Have Overshot Global Liquidity Chart I-11Falling Excess Bank Reserves##br## Equals Strong Greenback Falling Excess Bank Reserves Equals Strong Greenback Falling Excess Bank Reserves Equals Strong Greenback Chart I-12Falling Excess Reserves Equals##br## Falling Commodity Currencies Falling Excess Reserves Equals Falling Commodity Currencies Falling Excess Reserves Equals Falling Commodity Currencies The last worrisome development for the dollar-bloc currencies is the volatility of financial assets. When volatility falls, it creates a wonderful environment for these currencies. But today, historical volatility is near the bottom of its distribution of the past 28 years. Being a highly mean-reverting series, it is thus more likely to rise than fall further going forward. There are three fundamental factors pointing to a potential reversal. First, share buyback activity has been declining, which historically points to rising volatility. Second, the U.S. yield curve slope also points toward a higher level of volatility. Volatility tends to bottom before the stock market peaks, and the stock market tends to peak before the economy enters recession. The yield curve itself tends to invert a year or so before a recession emerges. As a result, the yield curve begins to flatten around two years before volatility picks up (Chart I-13). Third, the anticipated decline in bank reserves - an important factor that has supported risk-taking around the globe - is likely to be the key catalyst supporting the relationship between the yield curve and volatility. If volatility increases, carry trades are likely to perform poorly, which will hurt EM currencies and result in outflows from these markets. This will cause liquidity conditions in EM economies to dry out, hurting their growth outlook. EM M1 growth has already weakened considerably, and is currently pointing to problems for commodity currencies (Chart I-14). The dry out in liquidity resulting from a reversal in carry trades will only amplify this phenomenon. Chart I-13Listen To The Yield Curve: ##br##Volatility Will Pick Up Listen To The Yield Curve: Volatility Will Pick Up Listen To The Yield Curve: Volatility Will Pick Up Chart I-14EM M1 Growth Is Becoming ##br##A Headwind For The Dollar Bloc EM M1 Growth Is Becoming A Headwind For The Dollar Bloc EM M1 Growth Is Becoming A Headwind For The Dollar Bloc Bottom Line: Global liquidity conditions are set to begin to tighten. While it is probably not enough to cause the bull market in stock prices to end now, it could be enough to affect the area of the global economy most exposed to this risk factor: carry trades and the dollar-bloc currencies. Specifically, commodity currencies are likely to be negatively affected by their elevated valuations, their strong sensitivity to excess bank reserves, and their high responsiveness to changes in financial market volatility. Key Indicators To Monitor After the surge that the dollar-bloc currencies have experienced since the spring and the large increase in the long exposure of speculators to these currencies, they are naturally at risk of experiencing a period of weakness. However, what worries us is not a retracement of 3-4%, but rather a 10-15% move. We suggest monitoring the following: First, watch U.S. inflation closely. The U.S. dollar is only likely to genuinely rally once the market believes the Fed can actually increase rates. So long as inflation remains tepid, investors will continue to second-guess the Fed. The market's response to this week's release of the most recent Federal Open Market Committee minutes only confirmed this. Mentions of debate on inflation within the FOMC was enough to send bond yields and the dollar reeling. However, based on the dynamics in the U.S. velocity of money, we continue to expect inflation to pick up in the second half of 2017 (Chart I-15).3 Second, follow cross-currency basis swap spreads. The cost of hedging U.S. assets back into euro or yen has normalized somewhat after hitting record levels in early 2016 (Chart I-16). If the removal of excess bank reserves in the U.S. system does affect global liquidity conditions, this market will be one of the first to be affected. Third, scrutinize the price of gold. The yellow metal remains a key gauge of global liquidity. Moreover, it is extremely sensitive to real rates and the dollar - two major determinants of the cost of global liquidity. In the summer of 2015, EM and dollar-bloc currencies severely suffered once gold broke below 1150. Today, a break below 1200 would be a sign of danger ahead. Fourth, watch EM currencies. A breakdown in EM currencies would be a key indication that carry trades are being reversed, and that global liquidity is no longer making its way into EM and EM-related plays. Commodity currencies are currently trading at a premium to their historical relationship with EM currencies, suggesting they would be highly vulnerable to such an event (Chart I-17). Chart I-15Watch U.S. Inflation Watch U.S. Inflation Watch U.S. Inflation Chart I-16Monitor Cross-Currency Basis Swap Spreads Monitor Cross-Currency Basis Swap Spreads Monitor Cross-Currency Basis Swap Spreads Chart I-17Dollar-Bloc Currencies At The Mercy Of EM FX Dollar-Bloc Currencies At The Mercy Of EM FX Dollar-Bloc Currencies At The Mercy Of EM FX Finally, keep an eye on Chinese monetary conditions. If Chinese monetary conditions improve from here, it would alleviate some of the negative pressure exercised on dollar-bloc currencies by the upcoming deterioration in global liquidity. However, if Chinese monetary conditions deteriorate further, this would negatively affect commodity prices, EM returns and the commodity currency complex. It would also hurt expected returns on Chinese assets, re-kindling outflows out of China and thus raising the risk premium associated with what would become a growing risk of CNY depreciation. Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com 1 Please see Foreign Exchange Strategy Weekly Report titled, "Pyrrhic Victories", dated April 29, 2016, available at fes.bcaresearch.com 2 Please see Foreign Exchange Strategy Special Report titled, "Carry Trades: More Than Pennies And Steamrollers", dated May 6, 2016, available at fes.bcaresearch.com 3 Please see Foreign Exchange Strategy Weekly Report titled, "Fade North Korea, And Sell The Yen", dated August 11, 2017, available at fes.bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 U.S. data has been mixed this week: The Empire State Manufacturing Index increased to 25.2, a significant jump and beat Retail Sales increased at a 0.5% monthly pace, with the ex. Autos measure increasing at 0.5%, both beating expectations; The Import Price Index increased by 1.5% since last year; Initial jobless claims dropped to 232,000, beating expectations significantly; However, housing starts and building permits both underperformed expectations. While the DXY has rebounded, the FOMC's July minutes discussed the recent shortfall of inflation, which was interpreted bearishly by markets. The Fed is likely to begin normalizing its balance sheet very soon, as well as raising rates again by the end of this year. The greenback will likely continue its ascent when firmer inflation data emerges. Report Links: Fade North Korea, And Sell The Yen - August 11, 2017 Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Improving euro area growth prospects have propelled the euro 12% higher since the beginning of the year. However, the market seems to begin questioning the ECB's hawkishness. In its minutes, the ECB expressed worries about a potential euro overshoot. Additionally, rumors emerged that Mario Draghi will not give much guidance in Jackson Hole. Together, these stories have reversed some of the euphoria that had engulfed the euro. The tightening in euro area financial conditions relative to the U.S. has prompted a roll over in relative economic and inflation surprises, justifying these budding doubts. Furthermore, U.S. inflation should begin to meaningfully accelerate in the fall. This is likely to add to the euro's weakness, as the greenback will resume its upward trend. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 The Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Data in Japan was mixed this week: Annualized gross domestic product growth grew by 4% on an annualized basis, crushing expectations. Additionally the month-to-month growth of industrial production came in at 2.2%, also beating expectations. However both export and import growth underperformed, coming in at 13.4% and 16.3% respectively. On cue, after we placed a long USD/JPY trade last week, USD/JPY rallied half percentage point, even if it gave up some of the gain now. We continue to be bearish on the yen as we expect U.S. yields to start picking up, in an environment where market expectations are very depressed. But could a correction in EM caused by the rise in the dollar help the yen? Not in the short term, given that historically the yen only gains in very sharp EM selloffs that themselves weigh on bond yields. Report Links: Fade North Korea, And Sell The Yen - August 11, 2017 Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 Data in the U.K. was mixed this week: Retail sales prices increased by 3.6% year-on-year, outperforming expectations. However, The trade balance not only worsened since last month but also came in below expectations, at -4.564 Billion pounds Crucially, most inflation metrics came in below expectations, with headline inflation coming in at 2.6% while PPI core output inflation came in at 2.4%. Overall, we continue to believe that the market's rate expectations for the BoE remain too hawkish. As the pass through from the currency dissipates, inflation should also start to come down. Furthermore, one has to remember that the BoE has a higher hurdle for raising rates than other central banks due to the unique situation in which the U.K. is currently in. Lowered rate expectations will be negative for cable in the short term. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Updating Our Intermediate Timing Models - April 28, 2017 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 Despite initially weak data, a risk-on environment and increasing copper prices have fueled a rally in the AUD. Data from China has been soft, and Australian data has been neutral: Chinese retail sales increased annually by 10.4%, less than expected; Chinese industrial production also underperformed at 6.4%; Australian wages increased at a 1.9% annual pace, in line with expectations; Australian unemployment dropped to 5.6%; participation rate increased to 65.1%; and a net of 27,900 jobs were filled. However, full-time employment went down by 20,300 while part-time employment increased by 48,200, so hours worked contracted. This development is likely to comfort the RBA in its dovish stance. In its minutes, the RBA discussed its worries concerning the housing market, and that "borrowers investing in residential property had been facing higher interest rates". This further worries the RBA regarding the impact of higher interest rates, limiting the room for more hawkish speeches. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 Recent data in New Zealand has been positive: Retail sales and retail sales ex-autos Quarter-on-quarter growth strengthened relatively to the previous quarter, coming in at 2% and 2.1% respectively. Moreover quarter-on-quarter inflation both for producer prices in outputs and inputs outperformed expectations, coming in at 1.3% and 1.4%. Currently, differences in perception adjustment between the dovishness of the RBNZ and the RBA have pushed Australian rate expectations to the point that the market is now pricing a hike in Australia before New Zealand. Overall, this seems like a mispricing, as the kiwi economy is on a stronger footing than the aussie one. Moreover, a slowdown in China would be more harmful for Australia as iron ore is more sensitive to the Chinese industrial cycle than dairy products. Thus we remain bearish on AUD/NZD. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 The CAD has regained some composure despite weak oil prices. Even with the U.S. dollar weakening and inventories drawing massively, oil dropped. This dynamic is particularly worrying for oil, as the markets are doubting the durability of the curtailment in global oil production. While this could be worrying for the CAD, we still believe the USD 40-60/bbl equilibrium price level, as postulated by the BoC, will have a limiting effect on the oil-based currency, which has been driven by interest rate differentials. Both central banks are now hiking, but we believe that markets are underpricing Fed hikes. Thus, the CAD should weaken against USD. However, it will outperform other G10 currencies. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 Recent data has continued to show a mixed picture for the Swiss economy: Consumer prices inflation, increased slightly from the previous month, coming in at 0.3%, in line with expectations. The unemployment rate also came in in line of expectations at 3.2%, unchanged from the previous month. However, producer prices contracted by 0.1%, underperforming expectations. EUR/CHF has been weakening since its August second overbought extreme. For the moment, we expect the SNB to stand pat in its ultra-dovish monetary policy, at least until inflation and other economic indicators start to strengthen considerably. USD/CHF however might appreciate, given that the euro might fall the ECB minutes this week showed that the ECB is concerned by a potential euro overshoot. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Updating Our Intermediate Timing Models - April 28, 2017 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 Data in Norway this week was mixed: Headline inflation came in at 1.5% in July, outperforming expectations. However, it softened from June's 1.9% reading. Core inflation came at 1.2% in July, in line with expectations, decreasing from 1.6% in June. Moreover, manufacturing output contracted by 0.6% year-on-year. We continue to be bullish on USD/NOK, as the increasing gap in real rate differentials between the United States and Norway should outweigh any oil rally. Indeed, the recent numbers in Norway illustrate the lack of inflationary pressures in this Scandinavian country. This should keep a lid on rates, and thus help USD/NOK. On the other hand EUR/NOK should follow the path of oil. Thus, the OPEC supply cuts will ultimately support oil prices and thus, weigh on this cross. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 A Market Update: June 23, 2017 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 The SEK has had a particularly strong week, as inflation surprised to the upside on both a monthly and a yearly basis, coming in at 0.5% and 2.2% respectively. While it initially appreciated against all currencies, the uptick in commodity currencies on Wednesday made it lose its gains against AUD, CAD, NZD and NOK. As inflationary pressures grow, the SEK is likely to appreciate further, especially against the EUR and GBP. Additionally, with current Riskbank governor Stefan Ingves' term coming to an end by the end of this year, the hawkish rhetoric is likely to only increase. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Bloody Potomac - May 19, 2017 Trades & Forecasts Forecast Summary Core Portfolio Closed Trades

Highlights The rise in the yen sparked by the verbal confrontation between the U.S. and North Korea is creating an opportunity to buy USD/JPY. The DXY is set to stabilize and may even rebound, removing a key support for the yen. The U.S. economy is showing signs of strength, and the bond market is expensive, a backup in yields is likely. Rising U.S. bond yields should be poisonous for the yen Until higher bond yields cause an acute selloff in risks assets, an opportunity to buy USD/JPY is in place for investors. Feature After benefiting from the U.S. dollar's generalized weakness, the yen has received a renewed fillip thanks to the rising tensions between North Korea and the U.S. If the U.S. were indeed to unleash "fire and fury" on North Korea, safe-haven currencies like the yen or Swiss franc would obviously shine. While the verbal saber-rattling will inevitably continue, our colleagues Marko Papic and Matt Gertken - head and Asia specialist respectively of our Geopolitical Strategy service - expect neither the U.S. nor North Korea to go to war. Historically, North Korea has behaved rationally, and it only wants to use the nuclear deterrent as a bargaining chip. Meanwhile, the U.S does not want to invest the time, energy, and money required to enact a regime change in that country. Additionally, China is already imposing sanctions on Pyongyang, and Moon Jae-in, South Korea's new president, wants to appease its northern neighbor. With cooler heads ultimately likely to prevail, will the yen rally peter off, or should investors position themselves for additional USD/JPY weakness? We are inclined to buy USD/JPY at current levels. DXY: Little Downside, Potential Upside Most of the weakness in USD/JPY since July 10 has been a reflection of the 3.7% decline in the DXY between that time and August 2nd. However, the dollar downside is now quite limited and could even reverse, at least temporarily. The dollar is currently trading at its deepest discount since 2010 to our augmented interest rate parity model, based on real interest rate differentials - both at the long and short-end of the curve - as well as global credit spreads and commodity prices (Chart I-1). Crucially, the euro, which accounts for 58% of the dollar index, is its mirror image, being now overvalued by two sigma, the most since 2010 (Chart I-2). Confirming these valuations, investors have now fully purged their long bets on the USD, and are most net-long the euro since 2013. Chart I-1DXY Is Cheap... DXY Is Cheap... DXY Is Cheap... Chart I-2...But The Euro Is Not ...But The Euro Is Not ...But The Euro Is Not Valuations are only an indication of relative upside and downside; the macro economy dictates the directionality. While U.S. financial conditions have eased this year, they have tightened in Europe, resulting in the biggest brake on euro area growth relative to the U.S. in more than two years (Chart I-3). This is why euro area stocks have eradicated their 2017 outperformance against the S&P 500, why PMIs across Europe have begun disappointing, and why the euro area economic surprise index has rolled over - especially when compared to that of the U.S. The improvement in U.S. economic activity generated by easing financial conditions also has implications for the dollar. As Chart I-4 illustrates, the gap between the U.S. ISM manufacturing index and global PMIs has historically led the DXY by six months or so. This gap currently points to a sharp appreciation in the dollar. Chart I-3Easing Versus Tightening FCI Easing Versus Tightening FCI Easing Versus Tightening FCI Chart I-4PMIs Point To USD Rally PMIs Point To USD Rally PMIs Point To USD Rally If the dollar were indeed to stop falling, let alone appreciate, this would represent a hurdle for the yen to overcome, especially as the outlook for U.S. bond yields is pointing up. Bottom Line: Before North Korea grabbed the headlines, the USD/JPY selloff was powered by a weakening dollar. However, the dollar has limited downside from here. It is trading at a discount to intermediate-term models, while macroeconomic momentum is moving away from the euro area and toward the U.S. - a key consequence of the tightening in European financial conditions vis-à-vis the U.S. Additionally, the strong outperformance of the U.S. ISM relative to the rest of the world highlights that the dollar may even be on the cusp of experiencing significant upside. The Key To A Falling Yen: Treasury Yields Upside An end to the fall in the USD is important to end the downside in USD/JPY. However, rising Treasury yields are the necessary ingredient to actually see a rally in this pair. We are optimistic that U.S. bond yields can rise from current levels. The U.S. job market remains very strong. The JOLTS data this week was unequivocal on that subject. Not only are there now 6.2 million job openings in the U.S., but the ratio of unemployed to openings has hit its lowest level since the BLS began publishing the data, suggesting there is now a limited supply of labor relative to demand. Additionally, the number of unfilled jobs is nearly 30% greater than it was at its 2007 peak, pointing to an increasingly tighter labor market. We could therefore see an acceleration in wage growth going into the remainder of this business cycle, even if structural factors like the "gig-economy", the increasing role of robotics, or even the now-maligned "Amazon" effect limit how high wage growth ultimately rises. The Philips curve, when estimated using the employment cost index and the level of non-employment among prime-age workers, still holds (Chart I-5). Thus, a tight labor market in conjunction with continued job-creation north of 100,000 a month should put upward pressure on wages. Even when it comes to average hourly earnings, glimmers of hope are emerging. Our diffusion index of hourly wages based on the industries covered by the BLS cratered when wage growth slowed over the past year. However, it has hit historical lows and is beginning to rebound - a sign that average hourly earnings should also reaccelerate (Chart I-6). Chart I-5The Philips Curve Still Works Fade North Korea, And Sell The Yen Fade North Korea, And Sell The Yen Chart I-6Even AHE Are Set To Re-Accelerate Even AHE Are Set To Re-Accelerate Even AHE Are Set To Re-Accelerate The job market is not the only source of optimism, as U.S. capex should continue to be accretive to growth. Despite vanishing hopes of aggressive deregulation, the NFIB small business survey picked up this month. Even more importantly, various capex intention surveys as well as the CEO confidence index point to continued expansion of corporate investment (Chart I-7). Healthy profit growth is providing both the necessary signal and the source of funds to engage in this capex. This will continue to lift the economy. This is essential to our bond and our yen views, as it points to higher U.S. inflation. In itself, economic activity is not enough to generate higher prices. However, when this happens as aggregate capacity utilization in the economy is becoming tight, inflation emerges. As Chart I-8 shows, today, our composite capacity utilization indicator - based on both labor market conditions and the traditional capacity utilization measure published by the Federal Reserve - is in "no-slack" territory, a condition historically marked by bouts of inflation. Chart I-7U.S. Capex To Boost Growth Further U.S. Capex To Boost Growth Further U.S. Capex To Boost Growth Further Chart I-8No Slack Plus Growth Equals Inflation No Slack Plus Growth Equals Inflation No Slack Plus Growth Equals Inflation The recent increase to a three-year high in the "Reported Price Changes" component of the NFIB survey corroborates this picture, also pointing to an acceleration in core inflation (Chart I-9). But to us, the most telling sign that inflation will soon re-emerge is the behavior of the U.S. velocity of money. For the past 20 years, changes in velocity - as measured by the ratio of nominal GDP to the money of zero maturity - have lead gyrations in core inflation, reflecting increasing transaction demand for money. Today, the increase in velocity over the past nine months points to a rebound in core inflation by year-end (Chart I-10). Chart I-9The Pricing Behavior Of Small Businesses ##br##Points To An Inflation Pick Up The Pricing Behavior Of Small Businesses Points To An Inflation Pick Up The Pricing Behavior Of Small Businesses Points To An Inflation Pick Up Chart I-10Reaching Escape ##br##Velocity Reaching Escape Velocity Reaching Escape Velocity Expecting higher inflation is not the same thing as expecting higher interest rates and bond yields. However, we believe this time, higher inflation will result in higher yields. First, the Fed wants to push interest rates higher. Fed Chairwoman Janet Yellen and her acolytes have been very clear about this, with the "dot plot" anticipating rates to rise to 2.9% by the end of 2019. While the Fed's preference and reality can be at odds, this is currently not the case. Our Fed monitor continues to be in the "tighter-policy-needed" zone. While it is undeniable that it is doing so by only a small margin, higher inflation - as we expect - would only push this indicator higher. Moreover, the diffusion index of the components of the Fed monitor is already pointing toward an improvement in this policy gauge (Chart I-11). Chart I-11The Fed Monitor Will Pick Up The Fed Monitor Will Pick Up The Fed Monitor Will Pick Up Second, the Fed may have increased rates, and the spread between U.S. policy rates and the rest of the world may have widened, but the dollar has weakened this year. This counterintuitive result highlights that the Fed's effort has had little impact in tightening liquidity conditions. In fact, as we have mentioned, because of the lower dollar and higher asset prices, financial conditions have eased, suggesting liquidity remains plentiful. As such, like in 1987 or 1994, this is only likely to re-invigorate the Fed in its confidence that it can hike rates further, as liquidity conditions remain massively accommodative. Third, beyond the Fed's reaction function, what also matters are investors' expectations. At the time of writing, investors only expect 45 basis points of rate hikes over the upcoming 24 months, which is a reasonable expectation only if inflation does not move back toward the Fed's 2% target. However, our work clearly points toward higher inflation by year end. In a fight between the Fed's "dot plot" and the OIS curve, right now, we would take the side of the Fed. Fourth, it is not just 2-year interest rate expectations that seems mispriced, based on our view on U.S. growth, inflation, and the Fed. U.S. Treasury yields are also trading at a 36 basis points discount to the fair-value model developed by our U.S. Bond Strategy sister service (Chart I-12). Continued good news on the job front and an uptick in inflation would likely do great harm to Treasury holders. Finally, the oversold extreme experienced by the U.S. bond market in the wake of the Trump victory has been purged. While we are not at an oversold extreme, our Composite Technical Indicator never punched much into overbought territory during the Fed tightening cycle from 2004 to 2006 (Chart I-13). Moreover, with no more stale shorts, an upswing in U.S. economic and inflation surprises should help put upward pressure on U.S. bond yields. Confirming the intuition laid out above, the copper-to-gold ratio, a measure of growth expectations relative to reflation, has now broken out - despite the North Korean risks. In the past, such a development signaled higher yields (Chart I-14). With this in mind, let's turn to the yen itself. Chart I-12U.S. Bonds Are##br## Too Expensive U.S. Bonds Are Too Expensive U.S. Bonds Are Too Expensive Chart I-13Stale Shorts Have Been Purged, ##br##But Overbought Conditions Are Unlikely Stale Shorts Have Been Purged, But Overbought Conditions Are Unlikely Stale Shorts Have Been Purged, But Overbought Conditions Are Unlikely Chart I-14Where The Copper-To-Gold Ratio Goes, ##br## So Do Bond Yields Where The Copper-To-Gold Ratio Goes, So Do Bond Yields Where The Copper-To-Gold Ratio Goes, So Do Bond Yields Bottom Line: The U.S. economy looks healthy. The labor market is strong, and capex continues to offer upside. Because capacity utilization is tight and money velocity is accelerating, inflation should begin surprising to the upside through the remainder of 2017. With the market pricing barely two more hikes over the course of the next 24 months and U.S. bonds trading richly, such an economic backdrop should result in higher U.S. bond yields. Yen At Risk, Even If Volatility Rises JGB yields have historically displayed a low beta to global bond yields. As a result, when global bond yields rise, the yen tends to weaken. USD/JPY is particularly sensitive to yield upswings driven by actions in the Treasury market. This contention is even truer now than it has been. The Bank of Japan is targeting a fixed yield curve slope and does not want to see JGB yields rise much above 10 basis points. With the paucity of inflation experienced by Japan - core-core inflation is in a downtrend, ticking in at zero, courtesy of tightening financial conditions on the back of a stronger yen - this policy remains firmly in place. Emerging signs of weakness in Japan highlight that the BoJ is likely to remain wedded to this policy, even as Shinzo Abe's popularity hits a low for his current premiership. The recent fall in the leading indicator diffusion index suggests that industrial production - which has been a bright spot - is likely to roll over in the coming months (Chart I-15). This means the improvement in capacity utilization will end, entrenching already strong deflationary pressures in Japan. This only reinforces the easing bias of the BoJ, and truncates any downside for Japanese bond prices. Chart I-15The Coming Japanese IP Slowdown The Coming Japanese IP Slowdown The Coming Japanese IP Slowdown In short, while JGB yields might still experience some downside when global yields fall, they will continue to capture none of the potential upside. This makes the yen even more vulnerable to higher Treasury yields than it was before. Hence, based on our view on U.S. inflation and yields, USD/JPY is an attractive buy at current levels. But what if the rise in U.S. bond yields causes a correction in risk assets, especially EM ones? Again, monetary policy differences and the trend in yields will dominate. As Chart I-16 illustrates, USD/JPY has a much stronger correlation with dynamics in the bond markets than it has with EM equity prices. Chart I-16Yen: More Like Bonds Than Anything Else Yen: More Like Bonds Than Anything Else Yen: More Like Bonds Than Anything Else Chart I-17USD/JPY Falls Only When EM Selloffs Are So Acute That They Cause Bond Rallies USD/JPY Falls Only When EM Selloffs Are So Acute That They Cause Bond Rallies USD/JPY Falls Only When EM Selloffs Are So Acute That They Cause Bond Rallies Moreover, as the experience of the past three years illustrates, only once EM selloffs become particularly acute does USD/JPY weaken (Chart I-17). Essentially, the EM selloff has to be so severe that it threatens the Fed's ability to tighten policy, and therefore causes U.S. bond yields to fall. It is very possible that a rise in Treasury yields will ultimately generate this outcome, but in the meantime the rise in U.S. bond yields should create a tradeable opportunity to buy USD/JPY. Bottom Line: With Japan still in the thralls of deflation and the BoJ committed to fight it, JGB yields have minimal upside. Therefore, higher Treasury yields are likely to do what they do best: cause USD/JPY to rally. This might ultimately lead to a selloff in EM stocks, but in the meanwhile, a playable USD/JPY rally is likely to emerge. Thus, we are opening a long USD/JPY trade this week. Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 The U.S. labor market continues to strengthen, with the JOLTS Survey's Job Openings and Hires both ticking up. The NFIB Survey also shows signs of strength as the Business Optimism Index steadied at lofty levels, coming in at 105.2. Unit labor costs disappointed, but this supports U.S. equities. Nonfarm productivity also outperformed, pointing to improving living standards. U.S. data has turned around, with data surprises improving relative to the euro area. These dynamics are likely to prompt a resumption of the greenback's bull market. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Look Ahead, Not Back - June 9, 2017 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Euro area data has been mixed: German current account underperformed, with both exports and imports contracting on a monthly rate, and underperforming expectations. The trade balance, however, outperformed; German industrial production failed to meet expectations, even contracting on a monthly basis; Italian industrial production outperformed both on a monthly and yearly rate, but remains well below capacity European data has begun to show the pain inflicted by tightening financial conditions. Relative to the U.S., the economic surprise index has rolled over. If this trend continues, EUR/USD will struggle to appreciate more this year, and may even weaken if U.S. inflation can improve. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 The Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Recent data has been negative in Japan: Labor cash earnings yearly growth went from 0.6% in May to a contraction of 0.4% in June, underperforming expectations. Machinery orders yearly growth fell down sharply, contracting at a 5.2% rate and underperforming expectations. The Japanese economy continues to show signs of weakness, which means that the Bank of Japan will not let 10-year JGB yields rise above 10 basis points. In an environment of rising U.S. bond yields this will cause the yen to fall. However the question remains: Could a selloff in EM prompted by a rising dollar help the yen? This should not be the case, at least for now, as the yen is much more correlated with U.S. bond yields than it is with EM stock prices. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 A Market Update: June 23, 2017 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 Recent data in the U.K. has been mixed: BRC like-for-like retail sales yearly growth came in at 0.9%, outperforming expectations. However, the RICS Hosing Price Balance - a crucial bellweather for the British economy - came in at 1%, dramatically underperforming expectations. Also, the trade balance underperformed expectations, falling to a 12 billion pounds deficit for the month of June as exports sagged. As we mentioned on our previous report, we expect the pound to suffer in the short term, as the high inflation produced by the fall in the pound following the Brexit vote is starting to weigh on consumers. Furthermore, house prices are also suffering, and could soon dip into negative territory. All of these factors will keep the BoE off its hawkish rhetoric for longer than priced by the markets. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Updating Our Intermediate Timing Models - April 28, 2017 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 AUD gains are reversing as the U.S. dollar rebounds from a crucial support level. This has also occurred due to mixed Chinese and Australian data: Chinese trade balance beat expectations, however, both exports and imports underperformed; Chinese inflation underperformed expectations; Australian Westpac Consumer Confidence fell to -1.2% from 0.4% in August; This is largely in line with our view that the rally in AUD was would only create a better shorting opportunity. Underlying structural and fundamental issues will remain a headwind for the AUD for the remainder of the year. Iron ore inventories in China are also at an all-time high, which paints a dim picture for Australian mining and exports going forward. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 On Wednesday, the RBNZ left their Official Cash Rate unchanged at 1.75%. Overall, the bank signaled that it will continue its accommodative monetary policy for "a considerable period of time". Furthermore the RBNZ's outlook for inflation, specifically tradables inflation, remains weak. Finally, the bank also showed concern for the rise in the kiwi, stating that "A lower New Zealand Dollar is needed to increase tradables inflation and help deliver more balanced growth". Overall, we continue to be positive on the kiwi against the AUD. While the outlook for tradable-goods inflation might be poor, this is a variable determined by the global industrial cycle.. Being a metal producer, Australia is much more exposed to these dynamics than New Zealand, a food producer. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 Data continues to look positive for Canada: Housing Starts increased by 222,300, beating expectations; Building permits also increased at a monthly pace of 2.5%, also beating expectations. CAD has experienced some downside as the stretched long positioning that emerged in the wake of the BoC's newfound hawkishness are being corrected. While we expect the CAD to outperform other commodity currencies, based on rate differentials and oil outperformance, USD/CAD should is likely to trend higher as U.S. inflation bottoms. EUR/CAD should trend lower by the end of this year as euro positioning reverts. As a mirror image, CAD/SEK may appreciate based on the same dynamics. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Who Hikes Next? - June 30, 2017 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 Last week we highlighted the possibility of a correction in EUR/CHF, given that it had reached highly overbought levels. This prediction turned out to be accurate, as EUR/CHF fell by almost 2% this week, as tensions between North Korea and the United States continue to escalate. Meanwhile on the economic front, Switzerland continues to show a tepid recovery: Headline inflation went from 0.2% in June to 0.3% in July, just in line with expectations. The unemployment rate continues to be very low at 3.2%, also coming in according to expectations. Inflation, house prices and various economic indicators are all ticking up, however, the economic recovery is still too weak to cause a major shift in monetary policy. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Updating Our Intermediate Timing Models - April 28, 2017 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 The krone has fallen this week against the U.S. dollar, even as oil prices have remained relatively flat. This highlights a key theme we have mentioned before: USD/NOK is more sensitive to rate differentials than it is to oil prices. We expect these rate differentials to continue to widen, as the Norwegian economy remains weak, and inflation will likely remain below the Norges Bank target in the coming years. On the other hand, U.S. yields are set to rise, as a tight labor market will eventually lift wages higher and thus increase rate expectations. Meanwhile EUR/NOK, which is much more sensitive to oil prices than USD/NOK, will keep going down, as inventory drawdowns caused by the OPEC cuts should continue pushing up Brent prices. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 A Market Update: June 23, 2017 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Data in Sweden was mixed: New Orders Manufacturing yearly growth fell from 7.3% to 4.4%. Industrial production yearly growth increased from 7.5% in May to 8.5% in June, outperforming expectations. The Swedish economy continues to exhibit signs of strong inflationary pressures. Overall we continue to be bullish on the krona, particularly against the euro, as the exit of Stefan Ingves at the end of this year should give way for a more hawkish governor, who would respond to the strength in the economy with a more hawkish stance. Report Links: Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Bloody Potomac - May 19, 2017Xx Trades & Forecasts Forecast Summary Core Portfolio Closed Trades

Highlights Dear Clients, We are publishing a Special Report prepared by my colleague Jonathan LaBerge who examines the case for allocating capital to EM stocks within a global equity portfolio. I hope you will find this report insightful. Best regards, Garry Evans The relative performance of emerging market equities is challenging the downward trend channel that has been in place for the past seven years. This has led to renewed interest in EM from global investors, and warrants a revisit of the role of emerging market equities within a global equity portfolio. While EM recorded the highest regional equity return last cycle (2002-07), they were surprisingly not the "ideal" regional equity market in an efficient portfolio allocation. Recently, several compositional changes within the EM equity universe give the appearance of much lower commodity exposure than is truly the case. But EM equities will still be correlated with broad commodities prices because the later reflect Chinese growth dynamics. Cyclical indicators for China's economy suggest that the broad trend in commodities prices is likely to be lackluster over the coming year, at best. Consequently, EM stocks offer a poor risk/return profile, justifying an underweight stance within a global equity portfolio. Feature Chart I-1Change In Trend, Or Another Failed Rally? Change In Trend, Or Another Failed Rally? Change In Trend, Or Another Failed Rally? In U.S. dollar terms, the relative performance of emerging market (EM) stocks has been in an uptrend for over 18 months, and now appears to be challenging the downward trend channel that has been in place for the past seven years (Chart I-1). This has led to a renewed interest in EM, particularly among global investors. This report takes the recent outperformance of EM stocks as an opportunity to revisit their past and future contribution to a global equity portfolio, and what this might mean for an allocation to EM equities over the coming year. We conclude that EM's return behavior during the last economic cycle (2002-2007), its continued link to commodities prices, and China's growth dynamics all contribute to a poor risk/return profile for EM over the coming year. Barring compelling signs of a durable commodity bull market, investors should underweight EM stocks within a global equity portfolio. EM Equities In A Global Context: Some Historical Perspective When examining whether emerging markets are attractive from the perspective of global equity allocation, a starting point is to analyze the fundamental drivers of regional earnings. One major driver of global earnings over the past 20 years has been commodities prices; Chart I-2 highlights how 12-month forward EPS for stocks in all major regions have been correlated with commodities since the late-1990s. Chart I-2ACommodities Prices Are Correlated With Earnings... Commodities Prices Are Correlated With Earnings... Commodities Prices Are Correlated With Earnings... Chart I-2B...Even In Developed Markets ...Even In Developed Markets ...Even In Developed Markets This can be largely explained by the fact that commodities tend to be a pro-cyclical asset class. However, the super cycle in commodities prices in the 2000s not only bolstered the earnings of global resource companies, it also powered earnings growth for export-oriented industrials as well as domestic demand plays in commodity-producing countries. Chart I-3Strong Correlation Between ##br##Commodities And EM Strong Correlation Between Commodities And EM Strong Correlation Between Commodities And EM Emerging markets were among the largest beneficiaries of the commodity boom; net commodity-exporting countries made up roughly 45% of EM market capitalization throughout the last economic cycle, whereas stocks in the resource sector made up between 25-30% of the index by weight. Unsurprisingly, the relative performance of EM stocks closely tracked commodities prices over this period (Chart I-3). But despite this, EM was surprisingly not the "ideal" regional equity market last cycle within an active portfolio, even though it had the highest return. Chart I-4A presents a scatterplot of annualized regional equity volatility and return from 2002 - 2007, measured in US$ terms. The chart also shows the ex-post Modern Portfolio Theory (MPT) efficient frontier, with Chart I-4B presenting the efficient regional allocation at each point along the frontier. Chart I-4AEmerging Market Stocks Had The Highest Return Last Cycle... Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-4B...But Were Only The Favored Market For High-Risk Portfolios Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-5From 2002-2007, Earnings Drove More ##br##Of The Rally In DCM Than EM From 2002-2007, Earnings Drove More Of The Rally In DCM Than EM From 2002-2007, Earnings Drove More Of The Rally In DCM Than EM While the charts show that the efficient allocation to emerging market stocks did rise to a maximum of 100% during the last economic cycle, it did not become the dominant region until the portfolio became considerably more volatile than the global equity benchmark. Indeed, Chart I-4B shows that developed commodity markets (DCM) were the preferred commodity play for most of the efficient frontier, owing to their superior performance in risk-adjusted terms. This risk-adjusted outperformance may have occurred because DCM returns last cycle were driven more by earnings than by multiple expansion; Chart I-5 highlights that EM stock prices benefitted from multiple expansion last cycle by outpacing forward earnings, versus the opposite in the case of DCM. Since the onset of the U.S. recession in 2008, Chart I-6A and Chart I-6B highlight that the ex-post efficient portfolio has been much more skewed than during the last economic cycle. The charts show that the frontier since 2008 has been extremely short, with efficient allocations only accruing to three countries with typically defensive stock markets: the U.S., Japan, and Switzerland, with a heavy bias towards the former. From the perspective of a global equity portfolio, this historical review leads to two conclusions: 1) investors should not allocate to EM unless they are bullish on commodities prices and, 2) if investors are bullish towards commodities, developed commodity markets have historically been a better risk-adjusted bet than emerging markets as a commodity play. Chart I-6ASince 2008, The Efficient Frontier Has Been Highly Skewed... Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-6B...Towards Defensive Markets (Mostly The U.S.) Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-7These Trends Give The False Appearance ##br##Of Lower EM Commodity Exposure These Trends Give The False Appearance Of Lower EM Commodity Exposure These Trends Give The False Appearance Of Lower EM Commodity Exposure EM And Commodities Prices: Has The Relationship Really Changed? More recently, a narrative has developed in the market that EM stocks are now far less sensitive to commodities prices than used to be the case. Proponents of this theory point to the following changes in the composition of emerging market equity benchmarks: First, the market capitalization weight of net commodity exporting countries has fallen precipitously since the onset of the collapse in oil prices in 2014 (Chart I-7, panel 1). On average, net commodity exporters made up between 40-45% of EM equity market cap from 2000 to 2013, but their share now stands at 27%. Second, Chart I-7, panel 2, shows that the market cap weight of resource sectors (energy plus materials) in emerging markets has fallen from roughly 30% to 14% over the past five years, a trend that pre-dated the decline in the share of net commodity exporters. Third, the enormous rise in the market capitalization of technology companies as a share of total EM market cap has been specifically cited by many market participants (Chart I-7, panel 3), especially since EM is now heavily overweight the tech sector relative to the global average. Broadly speaking, a fourth compositional change within the EM equity benchmark generally captures all of the shifts noted above, and is the focus of our remaining analysis below: the rise in the weight of emerging Asia as a share of overall EM (Chart I-7, panel 4). Among emerging markets, net commodity exporters tend to be located outside of Asia (with the exception of Indonesia and Malaysia), and emerging Asia accounts for essentially all of EM tech market cap. Consequently, investors who argue that EM equities have largely or fully decoupled from commodities prices are essentially arguing that emerging Asian equities are far less affected by changes in commodity markets than they used to be. This idea is deeply flawed, as shown below: Based on export share, Chart I-8 highlights that emerging Asia is far more economically exposed to China than developed markets and EM ex-Asia. While China is gradually becoming more of a services-oriented economy, Chart I-9 highlights that the sum of primary industry (raw material extraction), secondary industry (manufacturing and construction), and real estate services still account for over half of China's economic activity, well above that of industrialized nations such as the U.S. This underscores that emerging Asia's trade exposure to China is fundamentally rooted in economic activity that is closely linked to commodity demand. Chart I-8Emerging Asia Has High ##br##Trade Exposure To China Emerging Asia Has High Trade Exposure To China Emerging Asia Has High Trade Exposure To China Chart I-9Chinese Growth Still Largely ##br##Reflects Industrial Activity Chinese Growth Still Largely Reflects Industrial Activity Chinese Growth Still Largely Reflects Industrial Activity Within the commodity-linked segment of China's economy, Chart I-10 shows that there is little evidence of a weaker relationship between output and commodities prices. Simple regression analysis underscores that the Li Keqiang index, a growth proxy for China's industrial sector, is strongly linked to the year-over-year % change in spot commodities prices since the beginning of the commodity bull market, and that this relationship has in fact been increasing in strength over time. In addition, Chart I-11 underscores that China remains by far the largest consumer of base metals globally. Demand in the global oil market is considerably more diversified than the market for base metals, but China is the second-largest end market for oil (14% of global oil consumption), and accounted for over a quarter of the growth in total oil demand in 2016.1 Chart I-10Moderating Chinese Growth Will ##br##Be Negative For Commodities Moderating Chinese Growth Will Be Negative For Commodities Moderating Chinese Growth Will Be Negative For Commodities Chart I-11China Is By Far The Most Important ##br##End Market For Base Metals China Is By Far The Most Important End Market For Base Metals China Is By Far The Most Important End Market For Base Metals Finally, Chart I-12 shows a regression model between forward earnings expectations for emerging Asia and commodities prices, both at the overall index level and even for the financial sector (which, along with real estate, accounts for almost 25% of emerging Asian market capitalization). The fit for both models is extremely strong and, similar to the increasing strength of the Li Keqiang / commodity price relationship, the chart shows that commodities prices have begun to lead the growth in forward earnings, when the relationship used to be much more coincident. Chart I-12Emerging Asian Earnings Are Strongly ##br##Correlated With Commodities Prices Emerging Asian Earnings Are Strongly Correlated With Commodities Prices Emerging Asian Earnings Are Strongly Correlated With Commodities Prices The bottom line for investors is that Charts I-8-12 show emerging Asian economies are strongly linked economically to China, and that China remains the dominant driver of aggregate commodity demand. This means that while EM stocks may not have as much direct commodity exposure as they used to, they will continue to experience a high correlation with commodities prices because that the latter will be driven by swings in China's business cycle. In brief, Chinese growth fluctuations are instrumental to emerging Asia's economic and equity market performance. This is the rationale behind the very strong link between earnings expectations for emerging Asia and commodities prices: the latter reflect cyclical variations in the Chinese economy. EM Stocks: A Lackluster Bet Given The Outlook For Commodities Our earlier discussion of EM's historical contribution to a global equity portfolio revived elements of Modern Portfolio Theory (MPT), at least from an ex-post perspective. Ex-ante, investors need to make judgements about the likely risk, return, and cross-correlation of an asset when assessing its likely contribution to a diversified portfolio. Regarding the latter factor, Chart I-13 highlights that EM's correlation with global ex-EM has actually fallen quite substantially over the past year, which is a potential argument in the minds of some investors in favor of an increased allocation to EM. When recalling the lessons from Modern Portfolio Theory, most investors tend to focus on the key insight that lowly-correlated assets are valuable from the perspective of constructing a portfolio with an attractive risk/return profile. While this is true, many investors often forget that this is only valid given an expectation of a positive return. The efficient allocation to an asset that has a strongly negative correlation with other assets but has a negative return expectation is basically zero. This means that global investors eying an increased allocation to emerging markets should be squarely focused on EM equities' absolute performance, which as we have highlighted above are likely to be closely linked to commodity returns. Over the coming 6-12 months, Chart I-14 paints an uninspiring picture for commodities prices based on two measures of China's money supply. In turn, interest rates lead money growth and the rise in the former over the past nine months heralds further deceleration in the latter. This implies that the Chinese economy will likely continue to moderate, which is negative for the broad trend in commodities prices. Chart I-13A Significant Decline, But Focus On Return ##br##Expectations, Not Correlation A Significant Decline, But Focus On Return Expectations, Not Correlation A Significant Decline, But Focus On Return Expectations, Not Correlation Chart I-14Interest Rates And Money Growth Paint ##br##A Poor Picture For Commodities Interest Rates And Money Growth Paint A Poor Picture For Commodities Interest Rates And Money Growth Paint A Poor Picture For Commodities As noted above, China's share of the global oil market is much lower than that of base metals, and we do not expect China's oil demand to shrink even if its industrial sector slumps. But from the perspective of allocating to EM equities within a global portfolio, Table I-1 highlights that broad spot commodity price indexes tend to be more relevant predictors of forward earnings growth than energy prices alone. This means that a rise in oil prices (were it to occur for idiosyncratic supply reasons) might be positive for major oil producers such as Russia,2 but is unlikely to provide a broad-based catalyst for EM stocks. Table I-1Explanatory Power Of Commodity Price Indexes In Modeling ##br##12-Month Forward Earnings Per Share Growth (2002-2016) Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Finally, our analysis above has focused on the fundamental drivers of EM stocks, and has shown how DM investors are likely to have little basis to be bullish about emerging markets earnings over the coming 6-12 months. Chart I-15 highlights how this is also true about the potential for EM multiple expansion relative to their global peers. The chart shows that periods of relative EM multiple expansion have, like relative earnings expectations, tended to be associated with rising commodities prices, implying that a significant re-rating of EM equities is unlikely over the coming year. This is in addition the fact that EM stocks are neither cheap nor expensive in absolute terms,3 meaning that there is less room for multiple expansion in EM than many investors believe. Chart I-15No Relative Multiple Expansion ##br##Without Rising Commodities Prices No Relative Multiple Expansion Without Rising Commodities Prices No Relative Multiple Expansion Without Rising Commodities Prices Investment Conclusions In terms of gauging the contribution of EM equities to a global equity portfolio, this report has highlighted the following points: While EM stocks had the highest return of any regional equity market during the last economic cycle (2002-2007), this return profile was accompanied by an outsized degree of volatility. For all but the riskiest portfolios, developed commodity markets were preferred as a commodity play over emerging markets. Several compositional changes within the EM equity universe give the outward appearance of much lower commodity exposure, but this exposure has merely become indirect. While EM's weight towards net commodity exporters and resource sectors has declined, this has shifted benchmark exposure to emerging Asia which has significant economic exposure to China and its industrial sector (the dominant driver of global commodities prices). As such, share prices in EM overall and emerging Asia in particular will still be strongly correlated with commodities prices even given the region's significant weight towards the technology sector.4 Cyclical indicators for China's economy suggest that broad commodity price gains over the coming year are likely to be lackluster, at best (and may very well be negative). Even if global oil prices were to rise, this is unlikely to provide a broad-based catalyst for EM stocks if industrial metals prices relapse, as we expect. These conclusions underscore that it is highly unlikely emerging market stocks will sustainably decouple from commodities prices over the cyclical investment horizon, and that the uptrend in EM relative performance since early-2016 has likely been driven significantly by expectations of further China's growth acceleration and commodity gains. In our judgement, these circumstances have created a poor risk/return profile for emerging market equities, justifying an underweight stance within a global equity portfolio over the coming year. Jonathan LaBerge, CFA, Vice President Special Reports jonathanl@bcaresearch.com 1 Source: BP Statistical Review of World Energy, June 2017. 2 Note that we recommend an overweight stance towards Russian equities within an EM equity portfolio. 3 Please refer to the Emerging Markets Strategy Weekly Report titled, "EM Equity Valuations Revisited," dated March 29, 2017, link available on page 15. 4 For a further discussion of the impact of the technology sector on the relative performance of emerging market stocks, please see Emerging Markets Strategy Weekly Report titled, "Can Tech Drive EM Stocks Higher?" dated May 17, 2017, link available on page 15.

Highlights Dear Clients, We are publishing a Special Report prepared by my colleague Jonathan LaBerge who examines the case for allocating capital to EM stocks within a global equity portfolio. I hope you will find this report insightful. Best regards, Arthur Budaghyan The relative performance of emerging market equities is challenging the downward trend channel that has been in place for the past seven years. This has led to renewed interest in EM from global investors, and warrants a revisit of the role of emerging market equities within a global equity portfolio. While EM recorded the highest regional equity return last cycle (2002-07), they were surprisingly not the "ideal" regional equity market in an efficient portfolio allocation. Recently, several compositional changes within the EM equity universe give the appearance of much lower commodity exposure than is truly the case. But EM equities will still be correlated with broad commodities prices because the latter reflect Chinese growth dynamics. Cyclical indicators for China's economy suggest that the broad trend in commodities prices is likely to be lackluster over the coming year, at best. Consequently, EM stocks offer a poor risk/return profile, justifying an underweight stance within a global equity portfolio. Feature Chart I-1Change In Trend, Or Another Failed Rally? Change In Trend, Or Another Failed Rally? Change In Trend, Or Another Failed Rally? In U.S. dollar terms, the relative performance of emerging market (EM) stocks has been in an uptrend for over 18 months, and now appears to be challenging the downward trend channel that has been in place for the past seven years (Chart I-1). This has led to a renewed interest in EM, particularly among global investors. This report takes the recent outperformance of EM stocks as an opportunity to revisit their past and future contribution to a global equity portfolio, and what this might mean for an allocation to EM equities over the coming year. We conclude that EM's return behavior during the last economic cycle (2002-2007), its continued link to commodities prices, and China's growth dynamics all contribute to a poor risk/return profile for EM over the coming year. Barring compelling signs of a durable commodity bull market, investors should underweight EM stocks within a global equity portfolio. EM Equities In A Global Context: Some Historical Perspective When examining whether emerging markets are attractive from the perspective of global equity allocation, a starting point is to analyze the fundamental drivers of regional earnings. One major driver of global earnings over the past 20 years has been commodities prices; Chart I-2 highlights how 12-month forward EPS for stocks in all major regions have been correlated with commodities since the late-1990s. Chart I-2ACommodities Prices Are Correlated With Earnings... Commodities Prices Are Correlated With Earnings... Commodities Prices Are Correlated With Earnings... Chart I-2B...Even In Developed Markets ...Even In Developed Markets ...Even In Developed Markets This can be largely explained by the fact that commodities tend to be a pro-cyclical asset class. However, the super cycle in commodities prices in the 2000s not only bolstered the earnings of global resource companies, it also powered earnings growth for export-oriented industrials as well as domestic demand plays in commodity-producing countries. Chart I-3Strong Correlation Between ##br##Commodities And EM Strong Correlation Between Commodities And EM Strong Correlation Between Commodities And EM Emerging markets were among the largest beneficiaries of the commodity boom; net commodity-exporting countries made up roughly 45% of EM market capitalization throughout the last economic cycle, whereas stocks in the resource sector made up between 25-30% of the index by weight. Unsurprisingly, the relative performance of EM stocks closely tracked commodities prices over this period (Chart I-3). But despite this, EM was surprisingly not the "ideal" regional equity market last cycle within an active portfolio, even though it had the highest return. Chart I-4A presents a scatterplot of annualized regional equity volatility and return from 2002 - 2007, measured in US$ terms. The chart also shows the ex-post Modern Portfolio Theory (MPT) efficient frontier, with Chart I-4B presenting the efficient regional allocation at each point along the frontier. Chart I-4AEmerging Market Stocks Had The Highest Return Last Cycle... Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-4B...But Were Only The Favored Market For High-Risk Portfolios Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-5From 2002-2007, Earnings Drove More ##br##Of The Rally In DCM Than EM From 2002-2007, Earnings Drove More Of The Rally In DCM Than EM From 2002-2007, Earnings Drove More Of The Rally In DCM Than EM While the charts show that the efficient allocation to emerging market stocks did rise to a maximum of 100% during the last economic cycle, it did not become the dominant region until the portfolio became considerably more volatile than the global equity benchmark. Indeed, Chart I-4B shows that developed commodity markets (DCM) were the preferred commodity play for most of the efficient frontier, owing to their superior performance in risk-adjusted terms. This risk-adjusted outperformance may have occurred because DCM returns last cycle were driven more by earnings than by multiple expansion; Chart I-5 highlights that EM stock prices benefitted from multiple expansion last cycle by outpacing forward earnings, versus the opposite in the case of DCM. Since the onset of the U.S. recession in 2008, Chart I-6A and Chart I-6B highlight that the ex-post efficient portfolio has been much more skewed than during the last economic cycle. The charts show that the frontier since 2008 has been extremely short, with efficient allocations only accruing to three countries with typically defensive stock markets: the U.S., Japan, and Switzerland, with a heavy bias towards the former. From the perspective of a global equity portfolio, this historical review leads to two conclusions: 1) investors should not allocate to EM unless they are bullish on commodities prices and, 2) if investors are bullish towards commodities, developed commodity markets have historically been a better risk-adjusted bet than emerging markets as a commodity play. Chart I-6ASince 2008, The Efficient Frontier Has Been Highly Skewed... Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-6B...Towards Defensive Markets (Mostly The U.S.) Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Chart I-7These Trends Give The False Appearance ##br##Of Lower EM Commodity Exposure These Trends Give The False Appearance Of Lower EM Commodity Exposure These Trends Give The False Appearance Of Lower EM Commodity Exposure EM And Commodities Prices: Has The Relationship Really Changed? More recently, a narrative has developed in the market that EM stocks are now far less sensitive to commodities prices than used to be the case. Proponents of this theory point to the following changes in the composition of emerging market equity benchmarks: First, the market capitalization weight of net commodity exporting countries has fallen precipitously since the onset of the collapse in oil prices in 2014 (Chart I-7, panel 1). On average, net commodity exporters made up between 40-45% of EM equity market cap from 2000 to 2013, but their share now stands at 27%. Second, Chart I-7, panel 2, shows that the market cap weight of resource sectors (energy plus materials) in emerging markets has fallen from roughly 30% to 14% over the past five years, a trend that pre-dated the decline in the share of net commodity exporters. Third, the enormous rise in the market capitalization of technology companies as a share of total EM market cap has been specifically cited by many market participants (Chart I-7, panel 3), especially since EM is now heavily overweight the tech sector relative to the global average. Broadly speaking, a fourth compositional change within the EM equity benchmark generally captures all of the shifts noted above, and is the focus of our remaining analysis below: the rise in the weight of emerging Asia as a share of overall EM (Chart I-7, panel 4). Among emerging markets, net commodity exporters tend to be located outside of Asia (with the exception of Indonesia and Malaysia), and emerging Asia accounts for essentially all of EM tech market cap. Consequently, investors who argue that EM equities have largely or fully decoupled from commodities prices are essentially arguing that emerging Asian equities are far less affected by changes in commodity markets than they used to be. This idea is deeply flawed, as shown below: Based on export share, Chart I-8 highlights that emerging Asia is far more economically exposed to China than developed markets and EM ex-Asia. While China is gradually becoming more of a services-oriented economy, Chart I-9 highlights that the sum of primary industry (raw material extraction), secondary industry (manufacturing and construction), and real estate services still account for over half of China's economic activity, well above that of industrialized nations such as the U.S. This underscores that emerging Asia's trade exposure to China is fundamentally rooted in economic activity that is closely linked to commodity demand. Chart I-8Emerging Asia Has High ##br##Trade Exposure To China Emerging Asia Has High Trade Exposure To China Emerging Asia Has High Trade Exposure To China Chart I-9Chinese Growth Still Largely ##br##Reflects Industrial Activity Chinese Growth Still Largely Reflects Industrial Activity Chinese Growth Still Largely Reflects Industrial Activity Within the commodity-linked segment of China's economy, Chart I-10 shows that there is little evidence of a weaker relationship between output and commodities prices. Simple regression analysis underscores that the Li Keqiang index, a growth proxy for China's industrial sector, is strongly linked to the year-over-year % change in spot commodities prices since the beginning of the commodity bull market, and that this relationship has in fact been increasing in strength over time. In addition, Chart I-11 underscores that China remains by far the largest consumer of base metals globally. Demand in the global oil market is considerably more diversified than the market for base metals, but China is the second-largest end market for oil (14% of global oil consumption), and accounted for over a quarter of the growth in total oil demand in 2016.1 Chart I-10Moderating Chinese Growth Will ##br##Be Negative For Commodities Moderating Chinese Growth Will Be Negative For Commodities Moderating Chinese Growth Will Be Negative For Commodities Chart I-11China Is By Far The Most Important ##br##End Market For Base Metals China Is By Far The Most Important End Market For Base Metals China Is By Far The Most Important End Market For Base Metals Finally, Chart I-12 shows a regression model between forward earnings expectations for emerging Asia and commodities prices, both at the overall index level and even for the financial sector (which, along with real estate, accounts for almost 25% of emerging Asian market capitalization). The fit for both models is extremely strong and, similar to the increasing strength of the Li Keqiang / commodity price relationship, the chart shows that commodities prices have begun to lead the growth in forward earnings, when the relationship used to be much more coincident. Chart I-12Emerging Asian Earnings Are Strongly ##br##Correlated With Commodities Prices Emerging Asian Earnings Are Strongly Correlated With Commodities Prices Emerging Asian Earnings Are Strongly Correlated With Commodities Prices The bottom line for investors is that Charts I-8-12 show emerging Asian economies are strongly linked economically to China, and that China remains the dominant driver of aggregate commodity demand. This means that while EM stocks may not have as much direct commodity exposure as they used to, they will continue to experience a high correlation with commodities prices because that the latter will be driven by swings in China's business cycle. In brief, Chinese growth fluctuations are instrumental to emerging Asia's economic and equity market performance. This is the rationale behind the very strong link between earnings expectations for emerging Asia and commodities prices: the latter reflect cyclical variations in the Chinese economy. EM Stocks: A Lackluster Bet Given The Outlook For Commodities Our earlier discussion of EM's historical contribution to a global equity portfolio revived elements of Modern Portfolio Theory (MPT), at least from an ex-post perspective. Ex-ante, investors need to make judgements about the likely risk, return, and cross-correlation of an asset when assessing its likely contribution to a diversified portfolio. Regarding the latter factor, Chart I-13 highlights that EM's correlation with global ex-EM has actually fallen quite substantially over the past year, which is a potential argument in the minds of some investors in favor of an increased allocation to EM. When recalling the lessons from Modern Portfolio Theory, most investors tend to focus on the key insight that lowly-correlated assets are valuable from the perspective of constructing a portfolio with an attractive risk/return profile. While this is true, many investors often forget that this is only valid given an expectation of a positive return. The efficient allocation to an asset that has a strongly negative correlation with other assets but has a negative return expectation is basically zero. This means that global investors eying an increased allocation to emerging markets should be squarely focused on EM equities' absolute performance, which as we have highlighted above are likely to be closely linked to commodity returns. Over the coming 6-12 months, Chart I-14 paints an uninspiring picture for commodities prices based on two measures of China's money supply. In turn, interest rates lead money growth and the rise in the former over the past nine months heralds further deceleration in the latter. This implies that the Chinese economy will likely continue to moderate, which is negative for the broad trend in commodities prices. Chart I-13A Significant Decline, But Focus On Return ##br##Expectations, Not Correlation A Significant Decline, But Focus On Return Expectations, Not Correlation A Significant Decline, But Focus On Return Expectations, Not Correlation Chart I-14Interest Rates And Money Growth Paint ##br##A Poor Picture For Commodities Interest Rates And Money Growth Paint A Poor Picture For Commodities Interest Rates And Money Growth Paint A Poor Picture For Commodities As noted above, China's share of the global oil market is much lower than that of base metals, and we do not expect China's oil demand to shrink even if its industrial sector slumps. But from the perspective of allocating to EM equities within a global portfolio, Table I-1 highlights that broad spot commodity price indexes tend to be more relevant predictors of forward earnings growth than energy prices alone. This means that a rise in oil prices (were it to occur for idiosyncratic supply reasons) might be positive for major oil producers such as Russia,2 but is unlikely to provide a broad-based catalyst for EM stocks. Table I-1Explanatory Power Of Commodity Price Indexes In Modeling ##br##12-Month Forward Earnings Per Share Growth (2002-2016) Global Equity Allocation: The Underwhelming Case For EM Global Equity Allocation: The Underwhelming Case For EM Finally, our analysis above has focused on the fundamental drivers of EM stocks, and has shown how DM investors are likely to have little basis to be bullish about emerging markets earnings over the coming 6-12 months. Chart I-15 highlights how this is also true about the potential for EM multiple expansion relative to their global peers. The chart shows that periods of relative EM multiple expansion have, like relative earnings expectations, tended to be associated with rising commodities prices, implying that a significant re-rating of EM equities is unlikely over the coming year. This is in addition the fact that EM stocks are neither cheap nor expensive in absolute terms,3 meaning that there is less room for multiple expansion in EM than many investors believe. Chart I-15No Relative Multiple Expansion ##br##Without Rising Commodities Prices No Relative Multiple Expansion Without Rising Commodities Prices No Relative Multiple Expansion Without Rising Commodities Prices Investment Conclusions In terms of gauging the contribution of EM equities to a global equity portfolio, this report has highlighted the following points: While EM stocks had the highest return of any regional equity market during the last economic cycle (2002-2007), this return profile was accompanied by an outsized degree of volatility. For all but the riskiest portfolios, developed commodity markets were preferred as a commodity play over emerging markets. Several compositional changes within the EM equity universe give the outward appearance of much lower commodity exposure, but this exposure has merely become indirect. While EM's weight towards net commodity exporters and resource sectors has declined, this has shifted benchmark exposure to emerging Asia which has significant economic exposure to China and its industrial sector (the dominant driver of global commodities prices). As such, share prices in EM overall and emerging Asia in particular will still be strongly correlated with commodities prices even given the region's significant weight towards the technology sector.4 Cyclical indicators for China's economy suggest that broad commodity price gains over the coming year are likely to be lackluster, at best (and may very well be negative). Even if global oil prices were to rise, this is unlikely to provide a broad-based catalyst for EM stocks if industrial metals prices relapse, as we expect. These conclusions underscore that it is highly unlikely emerging market stocks will sustainably decouple from commodities prices over the cyclical investment horizon, and that the uptrend in EM relative performance since early-2016 has likely been driven significantly by expectations of further China's growth acceleration and commodity gains. In our judgement, these circumstances have created a poor risk/return profile for emerging market equities, justifying an underweight stance within a global equity portfolio over the coming year. Jonathan LaBerge, CFA, Vice President Special Reports jonathanl@bcaresearch.com 1 Source: BP Statistical Review of World Energy, June 2017. 2 Note that we recommend an overweight stance towards Russian equities within an EM equity portfolio. 3 Please refer to the Emerging Markets Strategy Weekly Report titled, "EM Equity Valuations Revisited," dated March 29, 2017, link available on page 15. 4 For a further discussion of the impact of the technology sector on the relative performance of emerging market stocks, please see Emerging Markets Strategy Weekly Report titled, "Can Tech Drive EM Stocks Higher?" dated May 17, 2017, link available on page 15.

Highlights To change our EM strategy, we would need to change our view on China and accept that China's credit bubble - especially in combination with the ongoing policy tightening - does not constitute a material risk to mainland growth in the foreseeable future. We are simply not ready to make this call. It is a matter of time until mainland's growth relapses and China-related plays (including commodities and EM) enter a bear market. Even though the headline growth numbers out of China have so far remained solid, their second derivatives - change in growth rate - have turned negative. Asian export growth has already rolled over, and a slowdown will become pronounced in the months ahead. This will likely halt and reverse the EM rally. Having taken into consideration various factors, we believe it would be wrong to change our strategy at the moment. Feature The U.S. dollar has tumbled and EM risk asset prices have spiked following last week's testimony by Federal Reserve Chair Janet Yellen to Congress. This week we review what has gone wrong with respect to our view, as well as weigh the pros and cons of altering strategy at this point. Our bearish view on EM has been contingent on two pillars: Our downbeat view on EM over the past year has rested on higher U.S. bond yields pushing up the U.S. dollar. This view played out in the second half of last year but has been wrong since early this year. We have continuously argued that EM risk assets are vulnerable due to China's growth relapse amid ongoing liquidity tightening and the lingering credit bubble. Even though the headline growth numbers out of China have so far remained solid, their second derivatives - change in growth rate - have turned negative (more details are provided in the section below). We maintain that our theme of slower mainland growth still has high odds of playing out later this year. We expect meaningfully weak data (on a first-, not second-derivative basis) out of China before year end. If equity markets are forward-looking, they should start pricing in such a scenario now. What has surprised us is the fact that EM investors have utterly and altogether ignored political woes in a number of EM countries, lower commodities prices and lingering structural and cyclical problems in many developing economies, as well as China's tightening amid the credit excesses. Instead, EM investors have singularly focused on downward surprises in U.S. inflation - even ignoring strong employment data in America. Remarkably, EM share prices historically plunged when U.S. inflation and inflation expectations dropped (Chart I-1). Hence, the year-to-date negative correlation between EM stocks and U.S. inflation is out of sync with the historical relationship. We review some other inconsistencies and contradictions below. Chart I-1U.S. Inflation And EM Stocks Were Historically Positively Correlated, But Not This Year U.S. Inflation And EM Stocks Were Historically Positively Correlated, But Not This Year U.S. Inflation And EM Stocks Were Historically Positively Correlated, But Not This Year Inconsistencies In Prevalent Narrative The purpose of this section is not to justify our investment strategy, which has been wrong-footed, but to elaborate on financial markets' nuances that have been much less clear-cut than popular financial market narratives imply. The reality is much more complicated than the following prevalent among investors narrative: low U.S. inflation entails little tightening by the Fed, resulting in a weak U.S. dollar and an EM rally. There are some contradictions in this story: If U.S. household consumption growth in nominal terms is as weak as portrayed by the latest retail sales and inflation readings (Chart I-2), how can U.S. corporate earnings continue to grow at a double-digit rate, as most investors currently expect? The only way this can happen is if productivity growth is really strong and profit margins continue to expand. Productivity is a black box that no one can measure accurately in real time. If underlying productivity growth is indeed robust, the bull market will persist and bears will be humiliated. The snag is that productivity assessment is a judgement call, and only time will reveal true productivity dynamics. Not having more insight, we have so far assumed that the official statistics on productivity in the U.S. and EM are generally right. If U.S. productivity data are close to reality, unit labor costs - calculated as wages divided by productivity - are rising faster than underlying inflation (Chart I-3, top panel). This entails that U.S. corporate profit margins should be contracting. The middle and bottom panels of Chart I-3 portray our macro proxy for U.S. corporate profit margins based on core PCE inflation and unit labor costs. Chart I-2The U.S.: Very Low Nominal Growth The U.S.: Very Low Nominal Growth The U.S.: Very Low Nominal Growth Chart I-3A Macro Proxy For U.S. Corporate Profit Margins Entails Shrinking Margins A Macro Proxy For U.S. Corporate Profit Margins Entails Shrinking Margins A Macro Proxy For U.S. Corporate Profit Margins Entails Shrinking Margins Overall, if low inflation and weak U.S. nominal retail sales data are a true representation of current U.S. economic conditions, the corporate profit outlook cannot be benign, and American stock prices should be lower - not higher. If lower inflation and nominal growth of recent months in the U.S. were an aberration, U.S. interest rate expectations will have to be revised higher and the U.S. dollar will rally. We are even more puzzled by the nature of the drop in U.S. bond yields, and EM financial markets' reaction to it. Typically, EM risk assets negatively correlate with real (TIPS) yields (Chart I-4), and positively correlate with the inflation component of U.S. bond yields (Chart I-1 on page 1). The decline in U.S. bond yields since the beginning of the year has been almost entirely driven by the inflation component, with U.S. real yields actually not dropping at all. Yet, EM risk assets have rallied sharply. This goes against the predominant correlation of the past several years and is very puzzling. In short, the historical correlations between EM stocks and currencies on one hand and U.S. real yields and inflation expectations on the other, have in the past six months reversed for no reason. If the weaker U.S. dollar and lower U.S. bond yields/rate expectations represent an unwinding of the "Trump trade", why has the S&P 500 - which has surged amid "Trump trade" - not yet corrected? Broadly speaking, if U.S. bond yields drop further and the greenback continues deprecating, it would signal a major relapse in U.S. growth and U.S. share prices will dive. On the contrary, if U.S. growth is solid, the dollar selloff is overdone and the greenback is close to a major bottom. In addition, EM risk assets have decoupled from commodities prices, as we have detailed many times since early this year. Also, as a side note, the broad trade-weighted U.S. dollar decoupled from precious metals prices this whole year up until last week. These are non-trivial divergences that are by and large puzzling. Finally, EM net earnings-per-share revisions have rolled over, yet share prices have continued to move higher (Chart I-5). Such decoupling has simply never happened before. Chart I-4Another Breakdown In Correlations: ##br##EM Currencies And U.S. TIPS Yields Another Breakdown In Correlations: EM Currencies And U.S. TIPS Yields Another Breakdown In Correlations: EM Currencies And U.S. TIPS Yields Chart I-5EM EPS Net Revisions ##br##Have Failed To Turn Positive EM EPS Net Revisions Have Failed To Turn Positive EM EPS Net Revisions Have Failed To Turn Positive Besides, EM EPS net revisions have not turned positive throughout this 18-month rally. In short, analysts in aggregate have not upgraded their EPS estimates for EM companies at all. Bottom Line: There are a number of contradictions and inconsistencies that cannot be explained by the prevailing financial market narrative. What About Global Growth? One way to square the above inconsistencies is to argue that the drop in the U.S. dollar and the EM rally have little to do with U.S. dynamics and much to do with strength in the rest of the world, especially outside the U.S. This is coherent reasoning. We review global growth dynamics in this section and elaborate on China in the following one. Without disputing the fact that there has been a notable recovery in global growth and trade in the past year, we would like to emphasize that on a rate-of-change (second derivative) basis, global trade, and particularly Asian export growth, has already rolled over, and a slowdown will become pronounced in the months ahead. Consistently, the U.S. dollar should rise or EM risk assets should reverse their gains in the near future, if and as global trade/EM growth falters: The pace of export growth in key Asian manufacturing hubs such as Korea, Taiwan and Singapore has already rolled over (Chart I-6). Both Taiwanese exports of electronic parts and the country's overall exports to China have rolled over - the latter two lead global export volumes and Chinese exports, respectively, by a few months, as shown in Chart I-7. Chart I-6Asian Export Growth Has Rolled Over Asian Export Growth Has Rolled Over Asian Export Growth Has Rolled Over Chart I-7Global Export Growth Has Peaked Global Export Growth Has Peaked Global Export Growth Has Peaked The reason why Taiwanese exports of electronic parts lead global trade cycles is because these parts are used in the assembly of final products, and producers order and receive these parts before final products are made and shipped. Similarly, a lot of Taiwanese exports to China serve as inputs into final products assembled in China and are shipped worldwide. This is why Taiwanese shipments to China lead mainland aggregate exports. Provided U.S. consumer spending has recently weakened, as depicted by core retail sales, U.S. imports are bound to slump sooner than later (Chart I-8). Consequently, Asian and European shipments to America are likely to roll over soon. Imports are more volatile than domestic demand, reflecting inventory re-stocking and de-stocking cycles. The decoupling between the not-so-strong U.S. final demand and robust imports suggests an inventory re-stocking cycle in the U.S. has recently been taking place. As such, this will be followed by a period of destocking, i.e., weaker imports, weighing on the rest of the world's shipments to the U.S.. A genuine area of global growth acceleration has been continental Europe. Undoubtedly, growth is extremely robust in these economies, and there is no reason for European economies to plunge into recession. That said, U.S. growth dynamics following the 2008 crisis have generally been "two steps forward, one step back." This has typically held true for post-crisis economic recoveries in all major economies. There is no reason why Europe's economic recovery will be any different. As such, having experienced "two steps forward" in the past year, European growth is more than likely to take a "one step back" - i.e., slow down a bit. In brief, if growth dynamics in Europe were to resemble that of the U.S. post-crisis era, mean reversion in European growth is overdue. Finally, global auto sales growth has rolled over decisively (Chart I-9, top panel). The deceleration is very broad-based including the U.S., Europe (Chart I-9, bottom panel) and China (please refer to Chart I-12 on page 10). Chart I-8Weak U.S. Retail Sales Entail ##br##U.S. Import Deceleration Weak U.S. Retail Sales Entail U.S. Import Deceleration Weak U.S. Retail Sales Entail U.S. Import Deceleration Chart I-9Global Vehicle Sales ##br##Growth Heading South Global Vehicle Sales Growth Heading South Global Vehicle Sales Growth Heading South Bottom Line: If the global growth recovery has been behind the U.S. dollar selloff and the EM rally, the forthcoming reversal in global trade will at minimum halt and reverse the EM rally. China is critical to our theme of slowdown in global trade. China's Growth: Looking Beyond Headlines China's headline growth numbers for GDP and industrial production have been on the strong side, but forward-looking variables such as money growth and various liquidity measures entail a major deceleration by the end of this year: Narrow and broad money growth - which have historically led the business cycle in China - have relapsed (Chart I-10). Although credit growth has not yet decelerated, money often leads or coincides with credit growth, suggesting a credit slowdown is forthcoming. Furthermore, commercial banks' excess reserves at the central bank are key to their lending capacity. The top panel of Chart I-11 demonstrates that China's money multiplier - the ratio of broad money-to-excess reserves, or banks' assets-to-excess reserves - have surged, implying that banks are over-extended. Chart I-10China: Money Leads Business Cycle China: Money Leads Business Cycle China: Money Leads Business Cycle Chart I-11China: Bank Loan Growth To Slow China: Bank Loan Growth To Slow China: Bank Loan Growth To Slow In addition, banks' shrinking excess reserves point to a rollover in bank loan growth in the months ahead (Chart I-11, bottom panel). The pace of growth in China's many economic indicators has already rolled over - i.e., their second derivative has turned negative. These include total and ex-oil imports, electricity output and auto production (Chart I-12). Finally, the central bank will continue to tighten liquidity. The recent softness in interest rates may have been temporary, as June is a month in which liquidity demand spikes, and the People's Bank of China probably did not want a replay of the June 2013 SHIBOR crisis. Notably, both core consumer prices and consumer services inflation measures in China are grinding higher (Chart I-13). This, along with "a mandate of preventing bubble formations," will all but ensure that the PBoC tightens further. Chart I-12China: The Pace Of Growth Has Already Rolled Over China: The Pace Of Growth Has Already Rolled Over China: The Pace Of Growth Has Already Rolled Over Chart I-13China: Inflation Is Rising China: Inflation Is Rising China: Inflation Is Rising Tighter liquidity/higher interest rates along with regulatory tightening on banks and shadow banking will cause credit growth to slow down considerably, weighing on the real economy. Bottom Line: In China, liquidity is tightening and interest rates are rising amid a credit bubble. Meanwhile, investors remain complacent, and the overwhelming majority of the global investment community believes that China will be able to deflate its financial bubbles and deleverage its corporate sector without a meaningful impact on the real economy. The reality is there has been no historical precedent of this occurring in any country. Strategy Considerations: The Dollar And China Hold The Key The greenback holds the key to EM strategy - not only because it mechanically drives the performance of EM financial markets, but also because it reflects many global financial and economic trends. Having taken into consideration various factors, we believe it would be wrong to change our strategy at a time when: There has already been capitulation by U.S. dollar bulls, the greenback is technically oversold and the Fed will soon commence reduction of its balance sheet. All of this makes us reluctant to change our view on the U.S. dollar and EM at the moment. Notably, the U.S. dollar is at a critical technical level against numerous currencies (Chart I-14A and I-14B). Chart I-14AThe U.S. Dollar Is At A Critical Technical Level (II) The U.S. Dollar Is At A Critical Technical Level (I) The U.S. Dollar Is At A Critical Technical Level (I) Chart I-14BThe U.S. Dollar Is At A Critical Technical Level (I) The U.S. Dollar Is At A Critical Technical Level (II) The U.S. Dollar Is At A Critical Technical Level (II) In short, it is too late to abandon a positive view on the dollar. We have been and remain much more certain about the U.S. dollar strength versus EM, commodities, and Asian currencies than against the euro. Meanwhile, EM financial markets are overbought, and implied volatility across most global financial markets in general and EM in particular is at record-low levels (Chart I-15). Chart I-15Implied Volatilities Are Depressed ##br##Across Most Asset Markets Implied Volatilities Are Depressed Across Most Asset Markets Implied Volatilities Are Depressed Across Most Asset Markets The Fed will shrink its balance sheet, and high-power U.S. dollar liquidity will diminish. Besides, the PBoC will continue to tighten liquidity and guide interest rates higher amid lingering credit excesses. These developments are at the margin bullish for the greenback, and invariably bearish for EM/China-related plays. China's industrial cycle has peaked and Asian exports have rolled over, as we have illustrated above. China's narrow money (M1) growth is slowing, and broad money (M2) growth is at an all-time low. Money leads business cycles in China. Our biggest concerns have been and remain continued strong flows to EM and how well risk assets have been trading. Past flows are no guarantee of future flows. However, both DM and EM risk assets have been trading really well. It is hard to know and forecast when this will change. That said, we maintain that the next 20% move in EM share prices and commensurate moves in other EM risk assets will be down - not up. Weighing the pros and cons, we are reluctant to alter our view and recommended strategy at the moment. To change our EM strategy, we would need to change our view on China and accept that China's credit bubble - especially in combination with the ongoing policy tightening - does not constitute a material risk to mainland growth in the foreseeable future. We are simply not ready to make this call. It is a matter of time until mainland growth relapses and China-related plays (including commodities and EM) enter a new bear market. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights Portfolio Strategy Reviving global trade and an enticing domestic operating backdrop mean that, after a 5-month hiatus, it is once again time to ride the rails. Even a modest reacceleration in global export volumes and domestic food and beverage shipments should propel the S&P containers & packaging index toward cyclical highs. Recent Changes S&P Railroads - Boost to overweight. Table 1 Correlations Explained Correlations Explained Feature A rotational correction remains the dominant market theme; all of the financials sector's gains have mirrored the tech sector's losses. Our view remains that this rotation is healthy, and that consolidation rather than correction is the appropriate broad market context. One catalyst for the late week pullback and escalation of the sub-surface transitions was the Fed's stress test results, which all banks passed. That was a first, and investors cheered a slew of share buyback and dividend payout increase announcements. Meanwhile, narrowing interest rate differentials continue to put downward pressure on the U.S. dollar, allowing inflation expectations to stabilize and spurring a nascent steepening of the yield curve. In fact, a global bond selloff is gaining steam, as the era of extraordinarily easy global monetary policy is likely coming to an end. That should ensure that flows into financial stocks persist, especially given the upbeat message from our profit model (Chart 1). In recent research we have shown how receding correlations are a tonic for stock returns, but the CBOE's implied correlation index is limiting as it covers only one business cycle. Chart 2 shows an average of the pairwise 52-week correlations between 40 equity sectors using weekly S&P return data starting in the late-1990s, alongside the S&P 500 (correlation index shown inverted). The message is similar to the CBOE implied correlation index, as stock correlations collapse, i.e. stock picking gains traction and earnings fundamentals dictate the broad trend, the S&P 500 climbs higher, and vice versa. Chart 1Upbeat EPS Model Message Upbeat EPS Model Message Upbeat EPS Model Message Chart 2Falling Correlations Boost The S&P500 Falling Correlations Boost The S&P500 Falling Correlations Boost The S&P500 Chart 3 goes a step further. Using S&P GICS1 data we ran the same exercise on the top ten sector pairwise correlations all the way back to the mid-1970s. While stock correlations do move inversely with stock prices (not shown), this chart reveals another interesting trend. Chart 3Good Recession Predictor, But Not Worried Yet Good Recession Predictor, But Not Worried Yet Good Recession Predictor, But Not Worried Yet Equity correlations have often led the business cycle. When correlations drop precipitously, recession warnings abound. However, there have been two notable exceptions, in the mid-80s and mid-to-late-90s. Then, correlations fell, but the economy did not enter recession. The common denominator in both of those periods was the drubbing in the commodity pits, especially energy. In other words, commodity deflation morphed into a mid-cycle economic slowdown, but the broad market stayed resilient because the economy skirted recession. In fact, when oil hit $10/bbl in 1986 and 1998, the S&P 500 subsequently surged. The S&P 500 has once again defied oil's gravitational pull (Chart 4), because it has produced a healthy deflation/disinflation rather than a debilitating one (oil inflation shown inverted, Chart 5). Chart 4Slipping Oil Fuels Equities... Slipping Oil Fuels Equities... Slipping Oil Fuels Equities... Chart 5...And The Economy ...And The Economy ...And The Economy As a result, we are not worried about a U.S. recession just yet, despite the drop in stock correlations. Instead, equities have likely navigated through a mid-cycle correction, as in the mid-80s and mid-to-late-90s. This week we continue to add cyclical exposure to our portfolio via upgrading a transport heavyweight, and reiterating our bullish stance on a niche materials global growth play. Hop On The Rails For A Ride Railroad stocks bested the market by 40% from the Q1/2016 trough to the Q1/2017 peak, and we managed to get on board for the bulk of that ride. We booked gains in late-January and since then relative performance has been in consolidation mode. Is it time to re-board the rails now that global growth worries have largely dissipated? The short answer is yes. Two key drivers underpin our bullish thesis: the budding recovery in global trade and a favorable domestic operating backdrop for the largest S&P transportation sub-index. Last week we upped our conviction status to high in the S&P air freight & logistics group, on the back of rising global exports volumes. Rails also benefit from improving trade/economic activity. BCA's global industrial production (IP) growth composite is marching steadily higher (third panel, Chart 6). Historically, global IP and rail relative forward EPS estimates have moved in tandem, and the current message is that rail profit outperformance is still in the early stages. Credit availability is the fuel required to bolster global trade, and easy global monetary and financial conditions are enticing banks to originate loans. According to the BIS, global credit growth is on the mend, and the global credit impulse is accelerating. The implication is that world export growth should continue to climb, to the benefit of rail freight activity, and by extension, relative profitability (Chart 6). While rail shipments have surged since the late-2015/early-2016 manufacturing recession, relative forward earnings momentum has only just recently crossed into positive territory, suggesting that there is additional scope for upward revisions (second panel, Chart 6). On the domestic front, leading rail freight indicators remain upbeat. The manufacturing, wholesale and, most importantly, retail sales-to-inventories ratios continue to expand nicely, signaling buoyant intermodal demand. The CASS freight index is also gaining steam (Chart 12, in the next section) and L.A. port traffic is heavy. Our Railroad Indicator hit a 5-year high recently, and hints that more gains are in store for railroads (Chart 7). Chart 6A Play On Global Growth A Play On Global Growth A Play On Global Growth Chart 7Domestic Outlook Is Positive Domestic Outlook Is Positive Domestic Outlook Is Positive Commodity railcar loads in general, and coal in particular have also staged a recovery, albeit from an all-time low level. Coal is significant as it comprises roughly 20% of all rail shipments and is a high margin category (fourth panel, Chart 8). As the U.S. economy rebounds after a weak Q1, electricity demand should remain firm. The near doubling in natural gas prices in the past 18 months should provide an assist to coal shipments, as the latter will become an increasingly competitively priced alternative for power generation (Chart 8). Increased freight activity coupled with capacity discipline have started to support a recovery in rail pricing power. Rail margins have significant leverage to pricing changes, and against a backdrop of well contained wage costs and low diesel fuel prices, profit margins should rebound smartly (middle panel, Chart 9). Clearly, margin expansion would be a meaningful catalyst for a valuation re-rating (bottom panel, Chart 9). All of these factors are captured in our rails EPS model. The latter has surged relative to our S&P 500 profit model (Chart 10) implying that analysts have room to further upgrade their relative profit estimates. Chart 8Firming Selling Prices... Firming Selling Prices... Firming Selling Prices... Chart 9...Are A Boon For Margins ...Are A Boon For Margins ...Are A Boon For Margins Chart 10Rails EPS Model Says Buy Rails EPS Model Says Buy Rails EPS Model Says Buy In sum, recovering global trade and an enticing domestic operating backdrop underscore that after a 5-month hiatus the time is right to ride the rails once again. Bottom Line: Boost the S&P railroads index (CSX, KSU, NSC, UNP) to overweight. Don't "Pack" It In Now The global macro backdrop is fertile ground for the niche S&P containers & packaging index to stage a run at cyclical relative performance highs. If our thesis that global trade will continue to advance pans out, then packaging stocks should follow in the footsteps of both air freight & logistics and railroad stocks. Export volumes are one of the best predictors of relative profitability, given that packaging companies need high utilization rates to fully demonstrate the scope of their operating leverage. The current synchronized EM and DM economic recovery will continue to underpin global trade. Chart 11 shows that export volumes have hit all-time highs and momentum is also reaccelerating, despite the lack of response in export prices. Importantly, the lack of export price inflation may stoke additional volume gains. The steep rise in overall rail car shipments, increased activity at North American ports and the V-shaped recovery in the CASS freight shipments index also point to earnings outperformance in the coming quarters (Chart 12). Chart 11Another Play On Global Trade... Another Play On Global Trade... Another Play On Global Trade... Chart 12...With Upbeat Domestic Prospects ...With Upbeat Domestic Prospects ...With Upbeat Domestic Prospects Meanwhile, the secular shift away from brick and mortar sales and toward online shopping represents another positive EPS tailwind. The second panel of Chart 13 shows that as online sales continue to grab a rising share of overall retail sales, the packaging industry is a derivative beneficiary, albeit with a lag. Packaging manufacturers also court food and beverage-related industries as their customers. Thus, any food and beverage price swings have a direct impact on volume growth. In other words, when prices rise demand for food and beverages drops and volumes retreat, and vice versa. Now that Amazon is escalating the grocery wars and Aldi and Lidl are also expanding their U.S. footprint, food and beverage price pressure will intensify. The implication is that a volume driven relative profit recovery is brewing (Chart 13). Already, companies in the packaging index are successfully raising selling prices at a healthy clip. Indeed, firming packaging products demand has caused packaging price inflation to breach multi-year highs on a 6-month rate of change basis. If volume growth persists, as we expect, then selling prices should continue to expand and support profit margins (Chart 14). Chart 13Booming Online And Food Volumes Are A Plus Booming Online And Food Volumes Are A Plus Booming Online And Food Volumes Are A Plus Chart 14Margin Expansion Phase Looms Margin Expansion Phase Looms Margin Expansion Phase Looms Simultaneously, the industry is keeping labor costs under control. Such discipline typically aids profit margins. Tack on receding commodity-related input cost inflation and the ingredients are in place for a substantial profit margin and, as a result, EPS expansion. All of this positive news is not yet reflected in still depressed relative valuations. The industry is trading at a 10% discount to the broad market on a forward P/E basis. Even a modest reacceleration in global export volumes and domestic food and beverage shipments should propel the index toward cyclical highs (Chart 13). Bottom Line: Stay overweight the S&P containers & packaging index (IP, BLL, WRK, SEE, AVY). Current Recommendations Current Trades Size And Style Views Favor small over large caps and stay neutral growth over value.