BCA Indicators/Model

Highlights On a timeframe of a few years, a net deflationary shock is a near-certainty even if we do not know its precise nature or its precise timing. Hence, investors must build such a deflationary shock or shocks into their long-term investment strategy. Specifically: The 10-year T-bond yield will ultimately reach zero, and the 30-year T-bond yield will ultimately reach 0.5 percent. For patient investors, this presents a mouth-watering 100 percent return on the long-duration T-bond. The structural bull market in equities will continue until T-bond yields reach their ultimate low. Patient equity investors should steer towards ‘growth’ sectors that will surge on the ultimate low in T-bond yields. Fractal trade shortlist: Taiwan versus China, Netherlands versus China, and Sweden versus Finland. Feature Chart I-1For Long-Term Investors, A Shock Is A Near-Certainty How To Predict Shocks How To Predict Shocks Predicting shocks is easy. The precise nature and timing of shocks is not predictable, but the statistical distribution of shocks is highly predictable. This means that the longer our investment timeframe, the more certain we are of encountering at least one shock – even if we cannot predict its precise nature or timing. Many economists and strategists blame their forecasting errors on shocks, such as the pandemic, which they point out are ‘unforecastable.’ Absent the shocks, they argue, their predictions of the economy and the markets would have turned out right. This is a valid excuse for short-term forecasting errors, but it is not a valid excuse for long-term forecasting errors. On a long-term horizon, encountering a major shock, or several major shocks, is a near-certainty. Hence, economists and strategists who are not incorporating the well-defined statistical distribution of shocks into their long-term investment forecasts and strategies are making a mistake. Individual Shocks Are Not Predictable In the 21 years of this century so far, there have been five shocks whose economic/financial consequences have been felt worldwide: the dot com bust (2000); the global financial crisis (2007/8); the euro debt crisis (2011/12); the emerging markets recession (2014/15); and the global pandemic (2020). To these we can add two wide-reaching political shocks: the Brexit vote (2016); and Donald Trump’s shock victory in the US presidential election (2016). In total, this constitutes seven shocks, four economic/financial, two political, and one natural (Chart I-2). Chart I-2The Seven Global Shocks Of The Century (So Far) The Seven Global Shocks Of The Century (So Far) The Seven Global Shocks Of The Century (So Far) Some people argue that economic/financial shocks are predictable, because they arise from vulnerabilities in the economy or financial markets, which should be easy to spot. Unfortunately, though such vulnerabilities are obvious in hindsight, the greatest economic minds cannot see them in real time. The greatest economic minds cannot see economic vulnerabilities. Infamously, on the eve of the global financial crisis, Ben Bernanke was insisting that “there’s not much indication that subprime mortgage issues have spread into the broader mortgage market.” Equally infamously, on the eve of the euro debt crisis, Mario Draghi was asking “what makes you think that the ECB must become lender of last resort to governments to keep the eurozone together?” (Chart I-3 and Chart I-4) Chart I-3Bernanke Couldn't See The GFC Bernanke Couldn't See The GFC Bernanke Couldn't See The GFC Chart I-4Draghi Couldn't See The Euro Debt Crisis Draghi Couldn't See The Euro Debt Crisis Draghi Couldn't See The Euro Debt Crisis Which begs the question, what is the current vulnerability that today’s great economic minds cannot see? As we have documented many times, most recently in The Rational Bubble Is Turning Irrational, the current vulnerability is the exponential relationship between rising bond yields and the risk premiums on equities and other risk-assets (Chart I-5 and Chart I-6). Meaning that $500 trillion of risk-assets are vulnerable to any substantial further rise in bond yields. Chart I-5A 1.5 Percent Decline In The Bond Yield Had A Smaller Impact On The Earnings Yield When The Bond Yield Started At 4 Percent... A 1.5 Percent Decline In The Bond Yield Had A Smaller Impact On The Earnings Yield When The Bond Yield Started At 4 Percent... A 1.5 Percent Decline In The Bond Yield Had A Smaller Impact On The Earnings Yield When The Bond Yield Started At 4 Percent... Chart I-6...Than When The Bond Yield Started ##br##At 3 Percent ...Than When The Bond Yield Started At 3 Percent ...Than When The Bond Yield Started At 3 Percent The second type of shock – political shocks – should be predictable as they mostly arise from well-defined events such as elections and referenda, which an army of political experts analyses ad nauseam. Yet the greatest political minds could not see Brexit or President Trump coming. Indeed, even ‘Team Brexit’ didn’t see Brexit coming, because it had no plan on how to implement Brexit once the vote was won. The third type of shocks – natural shocks – are clearly unpredictable as individual events. Nobody knows when the next major pandemic, earthquake, volcano eruption, tsunami, solar flare, or asteroid strike is going happen. Yet, to repeat, while the precise nature and timing of shocks is not predictable, the statistical distribution of shocks is highly predictable. The Statistical Distribution Of Shocks Is Highly Predictable The good news is that shocks follow well-defined statistical ‘power laws’ which allow us to accurately forecast how many shocks to expect in any long timeframe. The 7 shocks experienced through the past 21 years equates to a shock every three years on average, or 3.33 shocks in any 10-year period. The expected wait to the next shock is three years. The next few paragraphs delve into some necessary mathematics, but don’t worry, you don’t need to understand the maths to appreciate the key takeaways. If the past 21 years is representative, we propose that the number of shocks in any 10-year period follows a so-called Poisson distribution with parameter 3.33. From this distribution, it follows that the probability of going through a 5-year period without a shock is just 19 percent, and the probability of going through a 10-year period without a shock is a negligible 4 percent (Chart of the Week). The result is that if you are a long-term investor, then encountering a shock is a near-certainty and should be built into your investment strategy. How can we test our assumption that the number of shocks follows a Poisson distribution? The maths tells us that if the number of shocks follows a Poisson distribution with parameter 3.33, then the ‘waiting time’ between shocks follows a so-called Exponential distribution also with parameter 3.33. On this basis, 63 percent of the waits between shocks should be up to three years, 23 percent should be four to six years, and 14 percent should be over six years. Now we can compare this expected distribution with the actual distribution of waits between the 7 shocks encountered so far in this century. We find that the theory lines up closely with the practice, validating our assumption of a Poisson distribution (Chart I-7 and Chart I-8). Chart I-7The Theoretical Waiting Time Between Shocks… How To Predict Shocks How To Predict Shocks Chart II-8…Is Close To The Actual Waiting Time Between Shocks How To Predict Shocks How To Predict Shocks To repeat the key takeaways, on a long-term timeframe, encountering at least one shock is a near-certainty, and the expected wait to the next shock is three years. A Shock Is A Near-Certainty, And It Will End Up Deflationary Nevertheless, there remains a pressing question: Will the next shock(s) be deflationary or reflationary? It turns out that all shocks end up with both deflationary and reflationary components: either a deflationary impulse followed by a reflationary backlash or, as we highlighted in The Road To Inflation Ends At Deflation, a reflationary impulse followed by a deflationary backlash. But the crucial point is that the deflationary component will swamp the reflationary component. In the seven shocks of this century so far, six have been deflationary impulses with a weaker reflationary backlash; and one – the reflation trade of 2017-18 – was a reflationary impulse with a stronger deflationary backlash. It is our high conviction view that in the next shock(s), the deflationary component will continue to hold the upper hand (Chart I-9). Chart I-9Each Shock Has A Deflationary And Reflationary Component... But The Deflationary Component Tends To Dominate Each Shock Has A Deflationary And Reflationary Component... But The Deflationary Component Tends To Dominate Each Shock Has A Deflationary And Reflationary Component... But The Deflationary Component Tends To Dominate The simple reason is that as financial asset prices, real estate prices, and debt servicing costs get addicted to ever lower bond yields, the economy and financial markets cannot tolerate bond yields reaching previous tightening highs and, just like all addicts, need a new extreme loosening to feel any stimulus. This means that when the next shock comes – as it surely will – it will require lower lows and lower highs in the bond yield cycle. Let’s sum up. On a timeframe of a few years, a shock is a near-certainty even if we do not know its precise nature – economic/financial, political, or natural – or its precise timing. Furthermore, the shock will be net deflationary. Hence, investors must build such a deflationary shock or shocks into their long-term investment strategy. Specifically: The 10-year T-bond yield will eventually reach zero, and the 30-year T-bond yield will ultimately reach 0.5 percent. For patient investors, this constitutes a mouth-watering 100 percent return on the long-duration T-bond. The 10-year T-bond yield will eventually reach zero. The structural bull market in equities will continue until T-bond yields reach their ultimate low. Patient equity investors should tilt towards ‘growth’ sectors that will surge on the ultimate low in T-bond yields. Candidates For Countertrend Reversals This week we have noticed an unusual decoupling among the tech-heavy markets of Taiwan, Netherlands, and China (Chart I-10). Chart I-10An Unusual Decoupling Between Tech-Heavy Netherlands And China An Unusual Decoupling Between Tech-Heavy Netherlands And China An Unusual Decoupling Between Tech-Heavy Netherlands And China Among these three markets, the strong short-term outperformance of both Taiwan and Netherlands are due to supply bottlenecks in the semiconductor sector that have boosted Taiwan Semiconductor Manufacturing and ASML, but we expect these bottlenecks ultimately to resolve.  On this basis and combined with extremely fragile 130-day fractal structures, Taiwan versus China and Netherlands versus China are vulnerable to reversals (Chart I-11 and Chart I-12). Chart I-11Underweight Taiwan Versus China Underweight Taiwan Versus China Underweight Taiwan Versus China Chart I-12Underweight Netherlands Versus China Underweight Netherlands Versus China Underweight Netherlands Versus China Our first recommended trade is to underweight Netherlands versus China, setting a profit target and symmetrical stop-loss at 5 percent. Another outperformance that looks fragile on its 130-day fractal structure is Sweden versus Finland, driven by industrials and financials versus energy and materials (Chart I-13). Chart I-13Underweight Sweden Versus Finland Underweight Sweden Versus Finland Underweight Sweden Versus Finland Our second recommended trade is to underweight Sweden versus Finland, setting a profit target and symmetrical stop-loss at 4.7 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - ##br##Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - ##br##Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - ##br##Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations    

Highlights Global Inflation: The case for maintaining a strategic overall allocation to inflation-linked bonds (ILBs) versus nominal government debt in dedicated global fixed income portfolios remains intact. Global growth expectations are accelerating as vaccinations increase, spare capacity is increasingly being absorbed across the developed world and central banks (led by the Federal Reserve) continue to show no inclination to tighten policy anytime soon. Inflation-Linked Bond Allocations: ILB valuations, however, are no longer uniformly cheap across all countries. Real yields are now moving in a less coordinated fashion as markets try to sort out the timing and pace of eventual future central bank tightening. We recommend shifting inflation-linked bond exposure from Canada to Germany, as both markets have similar valuations but the Bank of Canada is likely to turn less dovish well ahead of the ECB. Feature Chart of the WeekMarkets Remain Unconcerned About An Inflation Overshoot Markets Remain Unconcerned About An Inflation Overshoot Markets Remain Unconcerned About An Inflation Overshoot The global reflation trade over the past year has been highly rewarding to investors. Equity and credit markets worldwide have delivered outstanding returns on the back of highly stimulative monetary and fiscal policies implemented to deal with the negative economic effects of COVID-19. The global INflation trade has also paid off for investors in inflation-linked bonds (ILBs), which have outperformed nominal government debt across the developed economies dating back to last spring. The rising trend for global inflation breakevens remains intact, but is approaching some potential resistance points. A GDP-weighted average of 10-year breakeven inflation rates among the major developed economies is just shy of the 2% level that has represented a firm ceiling over the past decade (Chart of the Week). At the same time, the Bloomberg consensus forecast for headline CPI inflation for that same group of countries calls for an increase to only 1.8% by year-end before slowing to 1.7% in 2022. The latest forecasts from the IMF are similar, calling for headline inflation in the advanced economies to reach 1.6% in 2021 and 1.7% in 2022. If those modest forecasts for realized inflation come to fruition, then there is likely not much more upside in inflation breakevens, in aggregate. Country selection within the ILB universe will become more important over the next 6-12 months, as divergences in growth, realized inflation and central bank reactions will lead to a more heterogeneous path for global inflation breakevens. Underlying Inflation Backdrop Still Supports Rising Breakevens On a total return basis, ILBs enjoyed an extended run of success prior to this year. The cumulative total return of the asset class (in local currency terms) between 2012 and 2020 was a whopping 61% in the UK, 25% in Canada, 22% in the US and 21% in the euro area (aggregating the individual countries in the region with inflation-linked bonds). However, the absolute performance of ILBs has been more disperse on a country-by-country basis so far in 2021. ILBs are down year-to-date in Canada (-6.2%), the UK (-5.0%) and the US (-1.4%). On the other hand, euro area ILBs have delivered a positive total return of +0.5% so far in 2021. Real bond yields have climbed off the lows in the US, UK and, most notably, Canada where the overall index yield on the Bloomberg Barclays inflation-linked bond index is now in positive territory for the first time since before the pandemic started (Chart 2). At the same time, real bond yields have been drifting lower in the euro area. These real yield moves are related to shifting perceptions of central bank responses to the global growth upturn. For example, pricing in overnight index swap (OIS) curves have pulled forward the timing and pace of future interest rate increases in the US and Canada – i.e. real policy rates will become less negative - while there has been comparatively little change in euro zone rate expectations. While the absolute returns for ILBs have become less correlated, the relative trade between nominal and inflation-linked government bonds in all countries remains intact. 10-year breakeven inflation rates have been steadily climbing in the US and UK, while depressed Japanese breakevens have crept modestly higher (Chart 3). Even Europe, where inflation has remained subdued for years, has seen a significant shift higher in inflation breakevens. (Chart 4). The turn in breakevens has occurred alongside a major change in investor perceptions of future inflation, with surveys like the ZEW showing an overwhelming majority of financial professionals expecting higher inflation in the US, Europe and the UK. Chart 2A Fading Bull Market In Inflation-Linked Bonds A Fading Bull Market In Inflation-Linked Bonds A Fading Bull Market In Inflation-Linked Bonds Chart 3A Solid Recovery In Inflation Expectations A Solid Recovery In Inflation Expectations A Solid Recovery In Inflation Expectations Chart 4European Inflation Expectations Starting To Normalize European Inflation Expectations Starting To Normalize European Inflation Expectations Starting To Normalize Inflation forecasts have shifted in response to faster global growth expectations on the back of vaccine optimism and aggressive US fiscal stimulus. Yet inflation forecasts remain modest compared to the huge growth figures expected for 2021 and 2022. In its latest World Economic Outlook published last week, the IMF upgraded its global real GDP forecast to 6.0% for 2021 and 4.4% for 2022. This represented an increase of 0.5 and 0.4 percentage points, respectively, from the last set of forecasts published back in January. While growth upgrades occurred across all major developed and emerging economies, the biggest upgrades came in the US and Canada, for both 2021 and 2022. As a result, the IMF projects the output gap in both countries to turn positive over 2022 and 2023, and be nearly closed in core Europe, Australia and Japan (Chart 5). The IMF is not projecting a major inflation surge on the back of those upbeat growth forecasts, though. While headline inflation in the US is expected to climb to 2.3% in 2021 and 2.4% in 2022, the same measure in Canada is only projected to rise to 1.7% and 2.0% over the same two years. European inflation is expected to remain subdued, reaching only 1.4% this year and drifting back to 1.2% in 2022 despite real GDP growth averaging 4.1% over the two-year period. The IMF attributes the benign inflation outcomes, even in the face of booming growth rates and the rapid elimination of output gaps, to the structural disinflationary backdrop for so-called “non-cyclical” inflation (Chart 6). The IMF defines this as the components of inflation indices that are less sensitive to changes in aggregate demand. The IMF estimates show that the contribution from non-cyclical components to overall inflation in the advanced economies had fallen to essentially zero at the end of 2020. Chart 5A Big Expected Narrowing Of Output Gaps How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart 6Non-Cyclical Components Still Weighing On Global Inflation Non-Cyclical Components Still Weighing On Global Inflation Non-Cyclical Components Still Weighing On Global Inflation There is considerable upside risk for the more cyclical components of inflation that could result in inflation overshooting the IMF projections (Chart 7). Chart 7Cyclical Backdrop Is Inflationary Cyclical Backdrop Is Inflationary Cyclical Backdrop Is Inflationary For example, in the US, the Prices Paid component of the ISM Manufacturing index remains elevated at post-2008 highs, while the year-over-year change in the Producer Price Index soared to 6% in March. Across the Atlantic, the European Commission business and consumer surveys have shown a big surge in the net balance of respondents expecting higher inflation in manufacturing and retail trade. Previous weakness in the US dollar and surging commodity prices are playing a major role in this rapid pick-up in price pressures seen in many countries. Given the current backdrop of strong global growth expectations, with actual activity accelerating as vaccinations increase and more parts of the global economy reopen, inflation pressures are unlikely to fade in the near term. With realized inflation rates set to spike due to base effect comparisons to the pandemic-fueled collapse one year ago, the upward pressure on global ILB inflation breakevens will persist in the coming months – especially with breakevens still below levels that would prompt central banks to turn less dovish sooner than expected. Bottom Line: The case for maintaining a strategic overall allocation to inflation-linked bonds (ILBs) versus nominal government debt in dedicated global fixed income portfolios remains intact. Global growth expectations are accelerating as vaccinations increase, spare capacity is increasingly being absorbed across the developed world and central banks (led by the Federal Reserve) continue to show no inclination to tighten policy anytime soon. Assessing Value In Developed Market Inflation-Linked Bonds Chart 8USD Outlook Now More Mixed USD Outlook Now More Mixed USD Outlook Now More Mixed Although the current backdrop remains conducive to a continuation of the rising trend in global ILB breakevens, there are factors that could begin to slow the upward momentum. The future path of the US dollar is now a bit less certain (Chart 8). While the DXY index is still down 7.4% compared to a year ago, it is up 2.4% so far in 2021. Shorter-term real interest rate differentials between the US and the other major developed markets remain dollar-bearish. At the same time, longer-term real yield differentials have risen in favor of the US (middle panel). Furthermore, US growth is outperforming other developed economies, typically a dollar-bullish factor (bottom panel). Given the usual negative correlation between the US dollar and commodity prices, a loss of downside dollar momentum could also slow the pace of commodity price appreciation. This represents a risk to additional global ILB outperformance versus government bonds. Our GDP-weighted aggregate of 10-year ILB breakevens for the major developed economies is currently just under 2% - levels more consistent with oil prices over $80/bbl than the current price closer to $60/bbl (Chart 9). Chart 9Breakevens Consistent With Much Higher Oil Prices Breakevens Consistent With Much Higher Oil Prices Breakevens Consistent With Much Higher Oil Prices Given some of these uncertainties over the strength of any future inflationary push from a weaker US dollar and rising commodity prices, a broad overweight allocation to ILBs across the entire developed market universe may no longer generate the same strong returns versus nominal government bonds seen over the past year. With the “easy money” already having been made in the global breakeven widening trade, country allocation within the ILB universe has now become a more important dimension for bond investors to consider. To assess the relative attractiveness of individual ILB markets, we turn to a few valuation tools. Our regression-based valuation models for 10-year ILB breakevens in the US, UK, France, Italy, Germany, Japan, Canada and Australia are all presented in the Appendix on pages 14-17. The two inputs into the model are the annual rate of change of the Brent oil price in local currency terms (as a measure of shorter-term inflation pressure) and a five-year moving average of realized headline CPI inflation (as a longer-term trend that provides a structural “anchor” for breakevens based off actual inflation outcomes). We first presented these models in April 2020, but we have now made a change in response to some of the unprecedented developments witnessed over the past year.1 Despite the strong visual correlation between the level of oil prices and inflation breakevens in most countries, we chose to use the annual growth of oil prices, rather than the level, in our breakeven models. This is because we found it more logical to compare a rate of change concept like inflation (and breakevens) to the rate of change of oil. However, the oil input into our breakeven models could produce nonsensical results during periods of extreme oil volatility that did not generate equivalent swings in breakeven inflation rates. A good example of that occurred in 2016, when the annual rate of change of the Brent oil price briefly surged toward 100%, yet 10-year US TIPS breakevens did not rise above 2% (Chart 10). An even bigger swing in oil prices has occurred over the past year, with oil prices up over +200% compared to the collapse in prices that occurred one year ago. Putting such an extreme move into our US model would have pushed the “fair value” level of the 10-year TIPS breakeven to 4% - an implausible outcome given that the 10-year breakeven has never risen to even as high as 3% in the entire 24-year history of the TIPS market. Chart 10Pass-Through Of Extreme Oil Moves Has Limits Pass-Through Of Extreme Oil Moves Has Limits Pass-Through Of Extreme Oil Moves Has Limits To deal with this problem, we have truncated the rate of change of oil prices in all our breakeven models at levels consistent with past peaks of breakevens. Going back to the US example, we have “capped” the rate of change of the Brent oil price at +40%, as past periods when oil price momentum was greater than 40% did not translate into any additional increase in TIPS breakevens. We then re-estimated the model using this truncated oil price series to generate fair value breakeven levels. Chart 11A Mixed Impact Of USD Moves On Non-US Breakevens A Mixed Impact Of USD Moves On Non-US Breakevens A Mixed Impact Of USD Moves On Non-US Breakevens We did this for all eight of our individual country breakeven models and in all cases, truncating extreme oil moves improved the accuracy of the model. Interestingly, we did not truncate the downside momentum of oil prices, as there was no obvious “cut-off” point where periods of collapsing oil prices did not generate equivalent declines in breakevens. Oil prices remain the most critical short-term variable to determine ILB breakeven valuation. While it is intuitive to think that currency movements should also have a meaningful impact on inflation (both realized and expected), the effect is not consistent across countries. For example, euro area breakevens appear to be positively correlated to the euro, while Japanese breakevens rarely rise without yen weakness (Chart 11). One other factor to consider when evaluating the value of breakevens is the possible existence of an inflation risk premium component during periods of higher uncertainty over future inflation. Such uncertainty could result in increased demand for ILBs from investors driving up the price of ILBs (thus lowering the real yield) relative to nominal yielding bonds, leading to wider breakevens that do not necessarily reflect a true rise in expected inflation. A simple way to measure such an inflation risk premium is to compare market-based breakevens to survey-based measures of inflation forecasts taken from sources like the Philadelphia Fed's Survey of Professional Forecasters and the Bank of Canada’s Survey Of Consumer Expectations. The assumption here is that the survey-based measures represent a more accurate (or, at least, less biased) depiction of underlying inflation expectations in an economy. We present these simple measures of inflation risk premia, comparing 10-year breakevens to survey-based measures of inflation expectations, in Chart 12 and Chart 13. Breakevens had been trading well below survey-based measures of inflation expectations after the negative pandemic growth shock in 2020 in all countries shown. After the steady climb in global breakevens seen over the past year, those gaps have largely disappeared, with breakevens now trading slightly above survey based inflation expectations in the US, UK and Australia. Chart 12No Major Inflation Risk Premia In These Markets No Major Inflation Risk Premia In These Markets No Major Inflation Risk Premia In These Markets Chart 13Canadian & Australian Breakevens In Line With Inflation Surveys Canadian & Australian Breakevens In Line With Inflation Surveys Canadian & Australian Breakevens In Line With Inflation Surveys Chart 14Assessing The Value Of Breakevens Assessing The Value Of Breakevens Assessing The Value Of Breakevens In Chart 14, we show the valuation residuals from our 10-year ILB breakeven models, along with two other measures of potential breakeven valuation: a) the distance between current breakeven levels and their most recent pre-pandemic peaks; and b) the difference between breakevens and the survey-based measures of inflation expectations. The model results show that breakevens are furthest below fair value in France, Japan and Germany, and the most above fair value in the UK and Australia. The message of undervaluation from our models is confirmed in the other two metrics for France, Japan, Germany, Canada and Italy. The overvaluation message for Australia is consistent across all three valuation metrics, while the signals are mixed for US and UK breakevens. In Japan, while the combined signals of all three valuation metrics indicate that breakevens are far too low, the very robust positive correlation between Japanese breakevens and the USD/JPY exchange rate implies that a bet on wider breakevens requires a much weaker yen. In Canada, while the 10-year breakeven does appear cheap, the real yield has also climbed faster than any of the other countries over the past several months as markets have rapidly repriced a more hawkish path for the Bank of Canada. Recent comments from Bank of Canada officials have leaned a bit hawkish, hinting at a possible taper of its bond-buying program, as the central bank appears unhappy with the renewed boom in Canadian housing values. An early tightening of monetary conditions would likely cap any additional upside in Canadian inflation breakevens. In Europe, the undervaluation of breakevens is more compelling. The ECB is likely to maintain its dovish policy settings into at least 2023, even if growth recovers later this year as increased vaccinations lead to the end of lockdowns. As shown earlier, European breakevens can continue to rise even if the euro is also appreciating versus the US dollar, especially if growth is recovering and oil prices are rising. Euro area breakevens are likely to continue drifting higher over at least the rest of 2021. Currently in our model bond portfolio, we have allocations to ILBs out of nominal government bonds in the US, France, Canada and Italy, with no allocations in Germany, Japan, Australia or the UK. After assessing our valuation measures, we are comfortable with the ILB exposure in France and Italy and lack of positions in the UK and Australia. We still see the upside case for US breakevens, with the economy reopening rapidly fueled further by fiscal policy, and the Fed likely to maintain its current highly dovish forward guidance until much later in 2021. We are reluctant to add exposure to Japanese ILBs, despite attractive valuations, as we are not convinced that USD/JPY has enough upside potential to help realize that undervaluation of Japanese breakevens. Thus, as a new change to our model portfolio this week that reflects our assessment of ILB breakeven valuations and risks, we are closing out the exposure to Canadian ILBs and adding a new position in German ILBs of equivalent size (see the model bond portfolio tables on pages 18-19). Bottom Line: ILB valuations are no longer uniformly cheap across all countries. Real yields are now moving in a less coordinated fashion as markets try to sort out the timing and pace of eventual future central bank tightening. We recommend shifting inflation-linked bond exposure from Canada to Germany, as both markets have similar valuations but the Bank of Canada is likely to turn less dovish well ahead of the ECB.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 Please see BCA Research Global Fixed Income Strategy Report, "Global Inflation Expectations Are Now Too Low", dated April 28, 2020, available at gfis.bcaresearch.com. Appendix Chart A1Our US 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A2Our UK 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A3Our France 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A4Our Italy 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A5Our Japan 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A6Our Germany 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A7Our Canada 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A8Our Australia 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Recommendations How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights The Swiss economy will benefit from the pickup in global growth. The recent weakness in the franc has been a welcome development for the Swiss National Bank, but technicals suggest a coiled spring rally in CHF is likely. However, as a low-beta currency, the Swiss franc will lag the upturn in other pro-cyclical currencies over the longer term. We remain long EUR/CHF as a tactical trade but maintain tight stops at 1.095. Long CHF/NZD and CHF/GBP positions look attractive at current levels. Similar to our short EUR/JPY position, this is an excellent portfolio hedge. Feature Chart I-1The Swiss Economy Is On The Mend The Swiss Economy Is On The Mend The Swiss Economy Is On The Mend The Swiss economy has recovered smartly. As of March, the manufacturing PMI was at 66.3, the highest since 2006. If past manufacturing sentiment is prologue, the Swiss economy is about to experience its biggest rebound in decades (Chart I-1). This will quell any deflationary fears about domestic conditions in Switzerland and begin to re-anchor inflation expectations upwards. This will also be a very welcome development for the SNB. The Swiss franc has been one of the worst performing currencies this year, but that might be about to change. For one, dollar sentiment has been reset with the rise in the DXY index this year. Second, the global economy is transitioning from disinflationary to a gentle tilt towards inflation. This will lift global prices, including import prices into Switzerland. Rising import prices will ease the need for the SNB to maintain emergency monetary settings. Finally, the weakness in the currency has eased financial conditions for Swiss concerns. The Reopening Trade Most economies are entering into a third wave of the Covid-19 pandemic and the Swiss economy is no exception. However, the Swiss authorities have been able to bring the number of new infections down to levels below the euro area in general and Sweden in particular. Vaccinations are progressing smoothly with almost 20% of the population inoculated as of today. This provides a coiled springboard to lift the Swiss economy into robust growth later this year. Switzerland is one of the most open economies in the G10. Exports of goods and services account for over 65% of Swiss GDP, much higher than the euro area (Chart I-2). The constituent of Swiss exports tends to be defensive (medical goods, gold, watches, jewelry) so the franc does not necessarily outperform in a global growth upswing, but definitely does better than the dollar which anchors a more closed economy. Inflation dynamics in Switzerland will be particularly beholden to improvement in the private sector. As we show in Chart I-1, employment should remain robust in the months ahead, which will support wages. Import prices in Switzerland are also about to catapult upwards, which will help lift the consumer price basket (Chart I-3). For a small, open economy like Switzerland, the exchange rate often dictates the trend in domestic inflation, and the weakness in the franc has been a beneficial cushion for good prices. The rise in global tradeable prices is also acting as a catalyst. For the first time in many years, the pendulum might be swinging towards a worry about inflation in SNB corridors. Chart I-2Switzerland Has A Huge Exposure To Trade Switzerland Has A Huge Exposure To Trade Switzerland Has A Huge Exposure To Trade Chart I-3Swiss Inflation Will Rise Swiss Inflation Will Rise Swiss Inflation Will Rise Particularly, a rise in Swiss inflation will lessen the need for the SNB to keep rates at the -0.75 level in place for over half a decade. It will also lessen to need for the SNB to fight against franc strength.  Global Developments In A CHF Context There are some additional tailwinds to a strong CHF in today’s context. Volatility has collapsed, with the VIX index well below 20. If one could predict with absolute certainty what will happen with global growth, equity prices, bond yields, or even Covid-19, then low volatility makes sense. However, in the current context of elevated valuations, high uncertainty and a precarious health landscape, it almost makes perfect sense that volatility should rise. The franc tends to do well in an environment where volatility is rising (Chart I-4). Chart I-4The Swiss Franc Tracks The VIX The Swiss Franc Tracks The VIX The Swiss Franc Tracks The VIX Chart I-5Long-Term Support On CHF/NZD Has Held Long-Term Support On CHF/NZD Has Held Long-Term Support On CHF/NZD Has Held In fact, from a broad picture perspective, a rotation from US growth outperformance to other parts of the globe that are also stimulating their domestic economies could be met with higher dollar volatility. This has historically been beneficial for the Swiss franc (Chart I-6). Ergo, being long the franc could constitute a “heads, I win; tails I do not lose too much” proposition. Rising global growth and a lower dollar will help the franc, but so will a rise in volatility. Chart I-6CHF/NZD Tracks Dollar Volatility CHF/NZD Tracks Dollar Volatility CHF/NZD Tracks Dollar Volatility Our Geopolitical Strategy team has also been recommending long Swiss franc positions since February as they believe the Biden administration faces several imminent and serious foreign policy tests, namely over Russia’s military buildup on the Ukraine border, China’s military pressure tactics against Taiwan, and Middle East tensions ahead of any revived US-Iran nuclear deal. They see a 60% chance of some kind of crisis – if not war – over the Taiwan Strait and any of these other issues could also motivate safe haven demand for the rest of this year.  With regard to CHF/GBP, an upside surprise for the Scottish National Party in the May 6 parliamentary election could also hurt the pound since it would herald a second Scots independence referendum in the not-too-distant future. Trading Dynamics As A Safe Haven Chart I-7CHF And The Copper/Gold Ratio CHF AND THE COPPER/GOLD RATIO CHF AND THE COPPER/GOLD RATIO Switzerland ticks off all the characteristics of a safe-haven currency. Its large net international investment position of over 100% of GDP generates huge income inflows. Meanwhile, rising productivity over the years has led to a structural surplus in its trading balance and a rising fair value for the currency. Consequently, the franc has tended to have an upward bias over the years, supercharged during periods of risk aversion. This makes the franc a useful constituent of any currency portfolio. More specifically, the franc has tracked the gold-to-copper ratio in recent years. Copper is a good barometer for global economic health while gold is a good proxy for the demand for safety. If the overarching theme is that complacency reigns across markets, a nudge towards safety will benefit flows into the franc (Chart I-7). The current interest-rate regime could also affect the franc-dollar relationship. Global yields have risen. To the extent that we are due for some reprieve, the franc will benefit, given its “low beta” status. Meanwhile, net portfolio flows into Switzerland suffered from the Trump tax cuts that pushed US affiliates in Switzerland to repatriate investments. President Biden’s tax reform will halt and/or reverse this process. SNB Action And Market Implications The past weakness in the franc has been a welcome development for the SNB. In fact, since the start of this year, Swiss central bankers have not had to ramp up asset purchases. Both the dollar and the euro have been relatively strong (Chart I-8). In other words, global dynamics have eased monetary conditions for the Swiss authorities. The latest Article IV report from the IMF also justifies the SNB’s monetary stance. Currency intervention was cited as a viable tool should the SNB do a policy review, especially given the potential inefficacies from QE due to the small bond market in Switzerland. Herein lies the key takeaway for the franc – while it could appreciate in an environment where the dollar resumes its downtrend, it will likely lag other pro cyclical currencies over the longer term. This is because the SNB will be loath to see the franc unanchor inflation expectations. We are long EUR/CHF on this basis, but are keeping tight stops at 1.095. Three key factors suggest this trade could still work well in the coming 12-18 months. Rising interest rates benefit EUR/CHF (Chart I-9). With interest rates in Switzerland well below other countries, the Swiss franc rapidly becomes a funding currency for carry trades. Carry trades, especially towards peripheral bonds in Europe hurt the franc. Chart I-8A Weaker Franc Is Doing The Heavy Lifting For The SNB A Weaker Franc Is Doing The Heavy Lifting For The SNB A Weaker Franc Is Doing The Heavy Lifting For The SNB Chart I-9EUR/CHF Tracks German ##br## Yields EUR/CHF Tracks German Yields EUR/CHF Tracks German Yields The Swiss trade balance has suffered in the face of a global slowdown. It will also lag the European rebound (Chart I-10). In a downturn, commoditized goods prices are the first to drop and recover, while more specialized goods prices eventually gain ground later. Swiss goods are not easily substitutable which is a benefit, but prices are also slower to adjust. Our models suggest the franc is still about 5% overvalued versus the euro. Over the history of the model, this has been a modest premium, but allows the euro to outperform the Swiss franc (Chart I-11). Chart I-10Structural Appreciation In The Swiss Franc Structural Appreciation In The Swiss Franc Structural Appreciation In The Swiss Franc Chart I-11EUR/CHF Is Still Cheap EUR/CHF Is Still Cheap EUR/CHF Is Still Cheap Economically, the SNB has to walk a fine line between a predominantly deflationary backdrop in Switzerland and a rising debt-to-GDP ratio that pins it among the highest in the G10 (Chart I-12). Too little stimulus and the economy runs the risk of entering a debt-deflation spiral, as inflation expectations are revised downwards. Too much stimulus and the result will be a build-up of imbalances, leading to an eventual bust. Chart I-12Lots Of Private Debt In Switzerland Lots Of Private Debt In Switzerland Lots Of Private Debt In Switzerland Today, the SNB is in a sweet spot. Almost every other G10 country is providing the fiscal and monetary stimulus necessary to lift Switzerland from its deflationary paradigm. Investment Conclusions Chart I-13Structural Appreciation In The Franc Still Possible Structural Appreciation In The Franc Still Possible Structural Appreciation In The Franc Still Possible Our long-term fair value models suggest the Swiss franc is currently cheap versus the dollar (Chart I-13). This makes it attractive from a strategic perspective. Usually, the Swiss franc tends to be more of a dormant currency, gently appreciating towards fair value but periodically interspersed with bouts of intense volatility. Interestingly, we may be entering such a riot point. The VIX is low and countries are reintroducing lockdowns, yet overall sentiment remains unequivocally bullish. Finally, Switzerland ticks off all the characteristics of a safe-haven currency. As such, while the dollar has benefited from its reserve status, the franc remains an appropriate hedge in any currency portfolio. In a nutshell, our recommendations are as follows: USD/CHF will stay under parity. EUR/CHF can hit 1.2. NZD/CHF is a sell in the short-term. So is GBP/CHF. The Scandinavian currencies will outperform the franc on a 12-18 month horizon.   Chester Ntonifor Foreign Exchange Strategist chestern@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 US economic data has been spectacular this week: Starting with the jobs report, the US added 916K jobs in March versus a consensus of 660K jobs. The unemployment rate fell from 6.2% to 6% and wages increased by 4.2% year-on-year. The boost to domestic demand dented the trade balance. The deficit widened from $68.2bn to $71.1bn in February. The FOMC minutes were a non event for markets. The DXY index is giving back some of the gains it accumulated this year, rising over 1% this week. With the US 10-year yield now facing strong resistance near the 1.7% level, the case for a stronger USD is fading. As consensus forecasts coagulate towards a stronger USD, positioning has also been reset towards USD long positions auguring for some volatility in the months ahead. Report Links: Arbitrating Between Dollar Bulls And Bears - March 19, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 Are Rising Bond Yields Bullish For The Dollar? - February 19, 2021 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Recent data from the euro area are mending: The Sentix investor index catapulted from 5 to 13.1 in April. The Eurozone remains the unsung hero in this recovery. PPI increased to 1.5% year-on-year in February from 0% last month. The euro rose by 1.2% against the dollar this week. To be clear, there are still stale euro longs among more fundamental holders of the currency. This suggests the flushing out of weak hands has more to go. However, the balance of evidence suggests euro area data could reward long positions later this year.  Report Links: Portfolio And Model Review - February 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Dollar Conundrum And Protection - November 6, 2020 Japanese 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 from Japan has been improving: PMI indices remain under 50, but reflect a possible coiled-spring rebound underway. Consumer confidence rebounded from 33.8 to 36.1 in March. The Eco Watchers survey was also encouraging. Sentiment rebounded from 41.3 to 49 in March. The Japanese yen rose by 1.24% against the US dollar this week, and remains the strongest G10 currency in recent trading days. Falling yields have seen Japanese investors retreat from overseas markets such as the UK, pushing up the yen. Speculative positioning is also net yen bearish, which is constructive from a contrarian standpoint. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Dollar Conundrum And Protection - November 6, 2020 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 out of the UK have been positive: Car registrations are picking up smartly, suggesting durable demand might be returning to the UK. Registrations rose 11.5% year-on-year in March versus -35.5% the year before. The UK construction PMI hit a high of 61.7, the highest since 2014. The pound fell by almost 2% versus the euro this week. The violent correction in EURGBP might be a harbinger of the rotation brewing for both UK and US assets versus their global counterparts. Stay tuned. Report Links: Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 Revisiting Our High-Conviction Trades - September 11, 2020 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 Recent data in Australia was robust: The RBA kept rates unchanged at 0.1%. Both the services and manufacturing PMIs remained at an expansionary 55.5 level. The Aussie rose by 0.4% this week. We like the AUD, and are long AUD/NZD as a trade. However, the outperformance of the US economy is also handsomely rewarding AUD/MXN shorts. Mexico benefits a lot more from a pick-up in the US economy than Australia. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 Portfolio And Model Review - February 5, 2021 Australia: Regime Change For Bond Yields & The Currency? - January 20, 2021 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 out of New Zealand have been positive: The ANZ commodity price index ticked up by 6.1% in March. ANZ Business confidence deteriorated in March. The activity outlook fell from 16.6 to 16.4 and confidence fell from -4.1 to -8.4. The New Zealand dollar rose by 60bps against the US dollar this week. New Zealand will start taking the back seat in the coming economic rotation as other economies play catch up. The improvement in kiwi terms of trade has been a boon for the currency, and will limit downside on NZD. However, shorting the NZD at the crosses remains an attractive proposition. Report Links: Portfolio And Model Review - February 5, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 There was scant data out of Canada this week: The Bloomberg Nanos confidence index continues to suggest that Canadian GDP will surprise to the upside. The index rose from 63.7 to 64.1 last week. Demand for Canadian goods remains robust. The trade surplus came in at C$1.04bn in February. The Ivey purchasing managers’ index catapulted to 72.9 from 60 in March. The Canadian dollar was flat against the US dollar this week. While this might come as a surprise, three reasons explain this performance. First, the loonie is one of the best-performing G10 currencies this year and some specter of rotation was in play this week. Second, the correction in oil prices hurt the loonie. Finally, should US economic optimism become more widespread, other currencies could benefit. Report Links: Will The Canadian Recovery Lead Or Lag The Global Cycle? - February 12, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 There was scant data out of Switzerland this week: Sight deposits were relatively flat at CHF700bn last week. The Swiss Franc rose by 2% against the US dollar this week. This week’s piece is dedicated to the possibility that the franc has a coiled-spring rebound in the near term. Safe-haven currencies are now benefitting from the drop in yields, while the franc has underperformed other currencies this year. This is welcome news for the SNB.  We have been long EUR/CHF on this expectation, and recommend investors stick with this trade. Report Links: Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 On The DXY Breakout, Euro, And Swiss Franc - February 21, 2020 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 There was scant data out of Norway this week: The March DNB manufacturing PMI came in at 56.1 from 57.5. Industrial production rose by 5.9% year-on-year versus expectations of a 1.5% increase. The NOK rose by 0.75% against the dollar this week. Norway has handled the Covid-19 crisis admirably and it is an added boon that oil prices, a key export and income valve for Norway, are rising smartly. This has prompted the Norges bank to rapidly bring forward rate hike expectations. This leaves little scope for the NOK to fall durably. We are long the Norwegian krone as a high-conviction bet against both the dollar and the euro. Report Links: Portfolio And Model Review - February 5, 2021 Revisiting Our High-Conviction Trades - September 11, 2020 A New Paradigm For Petrocurrencies - April 10, 2020 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Swedish data releases were above expectations: The Swedbank manufacturing PMI came in at 63.7 in March versus expectations of 62.5. Industrial orders came in at 8.5% year-on-year versus expectations of 5.3% in February. The Swedish krona rose by 2% this week ranking it as the best performing G10 currency. Sweden needs to do a better job at containing the Covid-19 crisis, which will unlock tremendous value in the krona. As a positive, the global manufacturing cycle continues humming and will buffeting Swedish industrial production. Report Links: Revisiting Our High-Conviction Trades - September 11, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 Where To Next For The US Dollar? - June 7, 2019 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Feature The selloff in Chinese stocks since mid-February reflects a rollover in earnings growth and multiples. Lofty valuations in Chinese equities driven by last year’s massive stimulus means that stock prices are vulnerable to any pullback in policy supports (Chart 1A and 1B). Chart 1AGrowth In Chinese Investable Earnings And Multiple Expansions Has Rolled Over Growth In Chinese Investable Earnings And Multiple Expansions Has Rolled Over Growth In Chinese Investable Earnings And Multiple Expansions Has Rolled Over Chart 1BEarnings Outlook Still Looks Promising In The Onshore Market, But May Soon Peak Earnings Outlook Still Looks Promising In The Onshore Market, But May Soon Peak Earnings Outlook Still Looks Promising In The Onshore Market, But May Soon Peak After diverging in the past seven to eight months, Chinese stocks have started to gravitate towards deteriorating monetary conditions index. The market may be beginning to price in a peak in economic as well as corporate profit growth (Chart 2). Defensive stocks in China’s onshore and offshore equity markets have also outperformed cyclicals since February, which confirms that investors expect earnings growth will slow in the coming months (Chart 3). A tighter monetary policy stance, coupled with increased regulations targeting the real estate, banking, and tech sectors have further dampened investors’ appetite for Chinese stocks. Chart 2A-Share Prices Start To Gravitate Towards Tightening Monetary Conditions A-Share Prices Start To Gravitate Towards Tightening Monetary Conditions A-Share Prices Start To Gravitate Towards Tightening Monetary Conditions Chart 3Defensives Have Prevailed Over Cyclicals In Both Onshore And Offshore Markets Defensives Have Prevailed Over Cyclicals In Both Onshore And Offshore Markets Defensives Have Prevailed Over Cyclicals In Both Onshore And Offshore Markets The official PMIs bounced back smartly in March following three consecutive months of decline. However, the strong PMI readings do not change our view that the speed of China’s economic recovery is near its zenith. PMIs in the first two months of the year are typically lower due to the Lunar New Year (LNY), and the improvement in March’s PMI did not exceed seasonal rebounds experienced in previous years. Weakening fixed-asset investments also indicate that economic activity is moderating. We remain cautious on the 6 to 12-month outlook for Chinese stocks, in both absolute and relative terms. Qingyun Xu, CFA Associate Editor qingyunx@bcaresearch.com Jing Sima China Strategist jings@bcaresearch.com     China’s NBS manufacturing and non-manufacturing PMIs in March beat market expectations with sharp rebounds after moderating in the previous three months. The improvement in the PMIs will likely provide authorities with confidence to stay the course on policy normalization. The methodology calculating PMI indexes reflects the net reported improvement in business activities relative to the previous month and there was a notable decline in PMIs in February, due to the LNY holiday and travel restrictions related to the spread of COVID-19.  Additionally, the average reading of China’s official composite PMI in Q1 this year was 2.2 percentage points lower than in Q4 last year and weaker than the Q1 PMI figures in most of the pre-pandemic years. Moreover, Chinese Caixin manufacturing PMI, which focuses on smaller and private corporates, declined further in March as it continued its downward trend started in December 2020. Chart 4Q1 PMIs Slowed By More Than Seasonal Factors Q1 PMIs Slowed By More Than Seasonal Factors Q1 PMIs Slowed By More Than Seasonal Factors Chart 5Caixin PMI Shows Further Deterioration Among Private-Sector Manufacturers Caixin PMI Shows Further Deterioration Among Private-Sector Manufacturers Caixin PMI Shows Further Deterioration Among Private-Sector Manufacturers Growth in credit expansions in February was better than expected, supported by a substantial increase in corporates’ demand for medium- and long-term loans. Travel restrictions during this year’s LNY led to a shorter holiday, a faster resumption in manufacturing activity after the break and stronger credit demand in February. China’s Monetary Policy Committee meeting last week reiterated the authorities’ hawkish policy tone and removed dovish language prevalent in last month’s National People’s Congress, such as “maintaining the consistency, stability, and sustainability in monetary policy” and “not making a sudden turn in policymaking.” Given the strong headline economic and credit data in January and February, the authorities will be unlikely to slow normalizing monetary policy. Therefore, the risk of a policy-tightening overshoot remains high. The PBoC has continued to drain net liquidity in the interbank system since early this year, evidenced by falling excess reserves at the central bank. Excess reserves normally lead the credit impulse by about six months, signaling that the latter will continue to decelerate in the months ahead. In turn, the credit impulse normally leads the business cycle by six to nine months, meaning that China’s cyclical economic recovery will likely peak in the first half of 2021. Chart 6Corporates Demand For Longer-Term Bank Loans Resumed Their Upward Trend Early This Year Corporates Demand For Longer-Term Bank Loans Resumed Their Upward Trend Early This Year Corporates Demand For Longer-Term Bank Loans Resumed Their Upward Trend Early This Year Chart 7Falling Excess Reserves Leads To A Deceleration In Credit And Economic Growth Falling Excess Reserves Leads To A Deceleration In Credit And Economic Growth Falling Excess Reserves Leads To A Deceleration In Credit And Economic Growth Robust industrial activities and improving profitability helped to boost profit growth in January and February. The bounce in producer prices also drove up returns in industrial output, particularly in upstream industries loaded with commodity producers. Nevertheless, weak final demand is limiting the ability of Chinese producers to pass on higher prices to domestic consumers, highlighted in the divergence between Chinese PPI and CPI. In addition, China’s domestic demand for commodities and industrial metals may reach its cyclical peak in mid-2021, following ongoing credit tightening and reduced economic activity. Commodity inventories have surged to historical highs due to soaring imports (which far exceeded consumption) during 2H20. Inventory destocking pressures will weigh on commodity prices with China’s domestic demand reaching its cyclical peak. Disinflation/deflation pressures may re-emerge in 2H21, which will pose downside risks to China’s industrial profits. Chart 8Industrials Posted A Strong Rebound In The First Two Months of 2021 Industrials Posted A Strong Rebound In The First Two Months of 2021 Industrials Posted A Strong Rebound In The First Two Months of 2021 Chart 9Surging Commodity Prices Helped To Boost Upstream Industry Profits Surging Commodity Prices Helped To Boost Upstream Industry Profits Surging Commodity Prices Helped To Boost Upstream Industry Profits Chart 10Domestic Final Demand Remains Sluggish Domestic Final Demand Remains Sluggish Domestic Final Demand Remains Sluggish Chart 11Decelerating Chinese Credit Growth Poses Downside Risks To Global Commodity Prices Decelerating Chinese Credit Growth Poses Downside Risks To Global Commodity Prices Decelerating Chinese Credit Growth Poses Downside Risks To Global Commodity Prices Chart 12Chinas Raw Material Inventory Restocking Cycle May Be Near A Cyclical Peak Chinas Raw Material Inventory Restocking Cycle May Be Near A Cyclical Peak Chinas Raw Material Inventory Restocking Cycle May Be Near A Cyclical Peak Chart 13Real Estate And Infrastructure Investment Losing Steam In 2021 Real Estate And Infrastructure Investment Losing Steam In 2021 Real Estate And Infrastructure Investment Losing Steam In 2021 Investments in infrastructure and real estate drove China’s economic recovery in the second half of 2020. However, growth momentum in both sectors has slowed because of retreating government spending in infrastructure and tightening regulations in the property sector. Both home sales and housing prices, especially in tier-one cities, rose significantly in January-February this year, deepening authorities’ concerns over bubble risks in the property market. The share of mortgages, deposits and advanced payments as a source of funds for property developers reached an all-time high in February. Following the LNY, the authorities introduced a slew of new restrictions on the housing market to curb excessive demand. These were in addition to placing limits on bank lending to both property developers and household mortgages. All of these measures will weigh on housing supply and demand, and the impact is already evident in falling land purchases and housing starts. At the same time, property developers are rushing to complete existing projects. The tighter regulations on real estate financing will likely weaken growth in real estate investment and construction activities in the second half of this year. Chart 14Housing Prices In Top-Tier Cities Have Been On A Tear … Housing Prices In Top-Tier Cities Have Been On A Tear Housing Prices In Top-Tier Cities Have Been On A Tear Chart 15… But Bank Lending To Developers And Mortgage Loans Continue Downward Trend But Bank Lending To Developers And Mortgage Loans Continue Downward Trend But Bank Lending To Developers And Mortgage Loans Continue Downward Trend Chart 16Property Developers Are Rushing To Sell And Complete Existing Projects Property Developers Are Rushing To Sell And Complete Existing Projects Property Developers Are Rushing To Sell And Complete Existing Projects Chart 17Forward-Looking Indicators Suggest A Slowdown In Housing And Construction Activities Forward-Looking Indicators Suggest A Slowdown In Housing And Construction Activities Forward-Looking Indicators Suggest A Slowdown In Housing And Construction Activities   Table 1China Macro Data Summary China Macro And Market Review China Macro And Market Review Table 2China Financial Market Performance Summary China Macro And Market Review China Macro And Market Review Footnotes Cyclical Investment Stance Equity Sector Recommendations

Highlights Chart 1How Long Until Full Employment? How Long Until Full Employment? How Long Until Full Employment? It’s official. The vaccination roll-out is successfully suppressing the spread of COVID-19 throughout the United States and the associated economic re-opening is leading to a surge in activity. Not only did March’s ISM Manufacturing PMI come in at 64.7, its highest reading since 1983, but the economy also added 916 thousand jobs during the month. Interestingly, the 10-year Treasury yield was relatively stable last week despite the eye-catching economic data. This is likely because the Treasury curve already discounted a significant rebound in economic activity and last week’s data merely confirmed the market’s expectations. At present, the Treasury curve is priced for Fed liftoff in September 2022 and a total of five rate hikes by the end of 2023. By our calculations, the Fed will be ready to lift rates by the end of 2022 if monthly employment growth averages at least 410k between now and then (Chart 1). If payroll growth can somehow stay above 701k per month, then the Fed will hit its “maximum employment” target by the end of this year. While a lot of good news is already priced in the Treasury curve, the greatest near-term risk is that the data continue to beat expectations. Maintain below-benchmark portfolio duration. Feature Table 1Recommended Portfolio Specification It’s A Boom! It’s A Boom! Table 2Fixed Income Sector Performance It’s A Boom! It’s A Boom! Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 29 basis points in March, bringing year-to-date excess returns up to +98 bps. The combination of above-trend economic growth and accommodative monetary policy supports positive excess returns for spread product versus Treasuries. Though Treasury yields have risen, this does not yet pose a risk for credit spreads. The 5-year/5-year forward TIPS breakeven inflation rate remains below the Fed’s target range of 2.3% to 2.5%. We won’t be concerned about restrictive monetary policy pushing spreads wider until inflation expectations are well-anchored around the Fed’s target. Despite the positive macro back-drop, investment grade corporate valuations are extremely tight. The investment grade corporate index’s 12-month breakeven spread is down to its 2nd percentile (Chart 2). This means that the breakeven spread has only been tighter 2% of the time since 1995. The same measure shows that Baa-rated bonds have also only been more expensive 2% of the time (panel 3). We don’t anticipate material underperformance versus Treasuries, but we see better value outside of the investment grade corporate space.1 Specifically, we advise investors to favor tax-exempt municipal bonds over investment grade corporates with the same credit rating and duration. We also prefer USD-denominated Emerging Market Sovereign bonds over investment grade corporates with the same credit rating and duration. Finally, the supportive macro environment means we are comfortable adding credit risk to a portfolio. With that in mind, we encourage investors to pick up the additional spread offered by high-yield corporates. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* It’s A Boom! It’s A Boom! Table 3BCorporate Sector Risk Vs. Reward* It’s A Boom! It’s A Boom! High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 83 basis points in March, bringing year-to-date excess returns up to +263 bps. In last week’s report we looked at the default expectations that are currently priced into the junk index and considered whether they are likely to be met.2 If we demand an excess spread of 100 bps and assume a 40% recovery rate on defaulted debt, then the High-Yield index embeds an expected default rate of 3.4% (Chart 3). Using a model of the speculative grade default rate that is based on gross corporate leverage (aka pre-tax profits over debt) and C&I lending standards, we can estimate a likely default rate for the next 12 months using assumptions for profit and debt growth.  The median FOMC forecast of 6.5% real GDP growth in 2021 is consistent with 31% corporate profit growth. We also assume that last year’s debt binge will be followed by relatively weak corporate debt growth in 2021. According to our model, 30% profit growth and 2% debt growth is consistent with a default rate of 3.4% for the next 12 months, exactly matching what is priced into junk spreads. Given that the Fed’s 6.5% real GDP growth forecast looks conservative given the large amount of fiscal stimulus coming down the pike, and the fact that the combination of strong economic growth and accommodative monetary policy could easily cause valuations to overshoot in the near-term, we are inclined to maintain an overweight allocation to High-Yield bonds. MBS: Underweight Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 17 basis points in March, bringing year-to-date excess returns up to +15 bps. The nominal spread between conventional 30-year MBS and equivalent-duration Treasuries tightened 12 bps in March. This spread remains wide compared to levels seen during the past few years, but it is still tight compared to the recent pace of mortgage refinancings (Chart 4). The MBS option-adjusted spread (OAS) currently sits at 19 bps. This is considerably below the 52 bps offered by Aa-rated corporate bonds, the 38 bps offered by Agency CMBS and the 27 bps offered by Aaa-rated consumer ABS. All in all, the value in MBS is not appealing compared to other similarly risky sectors. The plummeting primary mortgage spread was a key reason for the elevated refi activity seen during the past year. However, the spread has now recovered back to more typical levels (bottom panel). The implication is that further increases in Treasury yields will likely be matched by higher mortgage rates, meaning that mortgage refinancings have probably peaked. The coming drop in refi activity will be positive for MBS returns, but we aren’t yet ready to turn bullish on the sector. First, as mentioned above, value is poor compared to other similarly risky sectors. Second, the gap between the nominal MBS spread and the MBA Refinance Index remains wide (panel 2) and we could still see spreads adjust higher. Government-Related: Neutral Chart 5Government-Related Market Overview Government-Related Market Overview Government-Related Market Overview The Government-Related index outperformed the duration-equivalent Treasury index by 45 basis points in March, bringing year-to-date excess returns up to +66 bps (Chart 5). Sovereign debt outperformed duration-equivalent Treasuries by 157 bps in March, bringing year-to-date excess returns up to +40 bps. Foreign Agencies outperformed the Treasury benchmark by 8 bps on the month, bringing year-to-date excess returns up to +33 bps. Local Authority bonds outperformed by 81 bps in March, bringing year-to-date excess returns up to +286 bps. Domestic Agency bonds underperformed by 2 bps, dragging year-to-date excess returns down to +14 bps. Supranationals outperformed by 7 bps, bringing year-to-date excess returns up to +13 bps. We recently took a detailed look at valuation for USD-denominated Emerging Market (EM) Sovereigns.3 We found that, on an equivalent-duration basis, EM Sovereigns offer a spread advantage over investment grade US corporates. Attractive countries include: Qatar, UAE, Mexico, Russia and Colombia We prefer US corporates over EM Sovereigns in the high-yield space. Ba-rated high-yield US corporates offer a spread advantage over Ba-rated EM Sovereigns and the lower EM credit tiers are dominated by distressed credits like Turkey and Argentina. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds outperformed the duration-equivalent Treasury index by 187 basis points in March, bringing year-to-date excess returns up to +291 bps (before adjusting for the tax advantage). Municipal bond spreads have tightened dramatically during the past few months and Aaa-rated Munis now look expensive compared to Treasuries, with the exception of the short-end of the curve (Chart 6). That said, if we match the duration and credit rating between the Bloomberg Barclays Municipal bond indexes and the US Credit index, we find that both General Obligation (GO) and Revenue Munis appear attractive compared to US investment grade Credit, with the possible exception of some short-maturity GO bonds. Revenue Munis offer a before-tax yield pick-up relative to US Credit for maturities above 12 years (bottom panel). Revenue bonds in the 8-12 year maturity bucket offer an after-tax yield pick-up versus Credit for investors with an effective tax rate above 13% (panel 3). Revenue bonds in the 6-8 year maturity bucket offer an after-tax yield pick-up versus Credit for investors with an effective tax rate above 24%. GO Munis with 17+ years to maturity offer an after-tax yield pick-up relative to Credit for investors with an effective tax rate above 1%. This breakeven effective tax rate rises to 6% for the 12-17 year maturity bucket, 23% for the 8-12 year maturity bucket (panel 3) and 32% for the 6-8 year maturity bucket. All in all, municipal bond value has deteriorated markedly in recent months and we downgraded our recommended allocation from “maximum overweight” to “overweight” in January. However, investors should still prefer municipal bonds over investment grade corporate bonds with the same credit rating and duration. Treasury Curve: Buy 5-Year Bullet Versus 2/10 Barbell Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury yields moved up dramatically in March, with the curve steepening out to the 10-year maturity point and flattening thereafter. The 2/10 Treasury slope steepened 28 bps to end the month at 158 bps. The 5/30 slope steepened 7 bps to end the month at 149 bps (Chart 7). As we showed in a recent report, the Treasury curve continues to trade directionally with yields out to the 10-year maturity point.4 Beyond 10 years, the curve has transitioned into a bear flattening/bull steepening regime where higher yields coincide with a flatter curve and vice-versa (bottom panel). For now, we are content to stick with our recommended steepener: long the 5-year bullet and short a duration-matched 2/10 barbell. However, we will eventually be close enough to an expected Fed liftoff date that the 5/10 slope will follow the 10/30 slope and transition into a bear-flattening/bull-steepening regime. When that happens, it will make more sense to either position for a steepener at the front-end of the curve (long 3-year bullet / short 2/5 barbell) or a flattener at the long-end of the curve (long 5/30 barbell / short 10-year bullet). We don’t yet see sufficient evidence of 5/10 bear-flattening to shift out of our current recommended position and into these new ones, and so we stay the course for now. TIPS: Overweight Chart 8TIPS Market Overview TIPS Market Overview TIPS Market Overview TIPS outperformed the duration-equivalent nominal Treasury index by 155 basis points in March, bringing year-to-date excess returns up to +341 bps. The 10-year TIPS breakeven inflation rate rose 22 bps on the month and it currently sits at 2.38%. The 5-year/5-year forward TIPS breakeven inflation rate rose 30 bps in March and it currently sits at 2.15%. Despite last month’s sharp move higher, the 5-year/5-year forward breakeven rate is still below the Fed’s target range of 2.3% to 2.5% (Chart 8). This means that the rising cost of inflation protection is not yet a concern for the Fed, and in fact, the Fed would like to encourage it to rise further still. Our recommended positions in inflation curve flatteners and real curve steepeners continued to perform well last month. The 5/10 TIPS breakeven inflation slope was relatively stable, but the 2/10 CPI swap slope flattened 8 bps (panel 4). The 2/10 real yield curve steepened 31 bps in March to reach 169 bps (bottom panel). An inverted inflation curve has been an unusual occurrence during the past few years, but we think it will be the normal state of affairs going forward. The Fed’s new strategy involves allowing inflation to rise above 2% so that it can attack its inflation target from above rather than from below. This new monetary environment is much more consistent with an inverted inflation curve than an upward sloping one, and we would resist the temptation to put on an inflation curve steepener. ABS: Overweight Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities underperformed the duration-equivalent Treasury index by 4 basis points in March, dragging year-to-date excess returns down to +16 bps. Aaa-rated ABS underperformed by 5 bps on the month, dragging year-to-date excess returns down to +8 bps. Non-Aaa ABS underperformed by 2 bps, dragging year-to-date excess returns down to +56 bps. The stimulus from last year’s CARES act led to a significant increase in household savings when individual checks were mailed last April. This excess savings has still not been spent and now another round of checks is poised to push the savings rate higher again (Chart 9). The large stock of household savings means that the collateral quality of consumer ABS is very high, with many households using their windfall to pay down debt (bottom panel). Investors should remain overweight consumer ABS and take advantage of strong collateral performance by moving down in credit quality. The Treasury department’s decision to let the Term Asset-Backed Loan Facility (TALF) expire at the end of 2020 does not alter our recommendation. Spreads are already well below the borrowing cost that was offered by TALF, and these tight spread levels are justified by strong household balance sheets. Non-Agency CMBS: Neutral Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 10 basis points in March, dragging year-to-date excess returns down to +77 bps. Aaa Non-Agency CMBS underperformed Treasuries by 23 bps in March, dragging year-to-date excess returns down to +14 bps. Meanwhile, non-Aaa Non-Agency CMBS outperformed by 30 bps, bringing year-to-date excess returns up to +293 bps (Chart 10). We continue to recommend an overweight allocation to Aaa-rated Non-Agency CMBS and an underweight allocation to non-Aaa CMBS. Even with the expiry of TALF, Aaa CMBS spreads are already well below the cost of borrowing through TALF and thus won’t be negatively impacted. Meanwhile, the structurally challenging environment for commercial real estate could lead to problems for lower-rated CMBS (panels 3 & 4). Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 10 basis points in March, bringing year-to-date excess returns up to +49 bps. The average index option-adjusted spread tightened 5 bps on the month and it currently sits at 38 bps (bottom panel). Though Agency CMBS spreads have completely recovered back to their pre-COVID lows, they still look attractive compared to other similarly risky spread products. Stay overweight. Appendix A: Butterfly Strategy Valuations The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: US Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com US Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As Of March 31ST, 2021) It’s A Boom! It’s A Boom! Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As Of March 31ST, 2021) It’s A Boom! It’s A Boom! Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of 43 bps in the 5 over 2/10 cell means that we would only expect the 5-year to outperform the 2/10 if the 2/10 slope steepens by more than 43 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) It’s A Boom! It’s A Boom! Appendix B: Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the US bond market. It is a purely computational exercise and does not impose any macroeconomic view. The Map’s vertical axis shows 12-month expected excess returns. These are proxied by each sector’s option-adjusted spread. Sectors plotting further toward the top of the Map have higher expected returns and vice-versa. Our novel risk measure called the “Risk Of Losing 100 bps” is shown on the Map’s horizontal axis. To calculate it, we first compute the spread widening required on a 12-month horizon for each sector to lose 100 bps or more relative to a duration-matched position in Treasury securities. Then, we divide that amount of spread widening by each sector’s historical spread volatility. The end result is the number of standard deviations of 12-month spread widening required for each sector to lose 100 bps or more versus a position in Treasuries. Lower risk sectors plot further to the right of the Map, and higher risk sectors plot further to the left. Chart 11Excess Return Bond Map (As Of March 31st, 2021) It’s A Boom! It’s A Boom! Footnotes 1 For a look at alternatives to investment grade corporates please see US Bond Strategy Weekly Report, “Searching For Value In Spread Product”, dated January 26, 2021, available at usbs.bcaresearch.com 2 Please see US Bond Strategy Weekly Report, “That Uneasy Feeling”, dated March 30, 2021, available at usbs.bcaresearch.com 3 Please see US Bond Strategy Weekly Report, “Searching For Value In Spread Product”, dated January 26, 2021, available at usbs.bcaresearch.com 4 Please see US Bond Strategy Weekly Report, “The Fed Looks Backward While Markets Look Forward”, dated March 23, 2021, available at usbs.bcaresearch.com   Ryan Swift US Bond Strategist rswift@bcaresearch.com Fixed Income Sector Performance

Highlights The Biden Administration's $2.25 trillion infrastructure plan rolled out yesterday will, at the margin, boost global demand for energy and base metals more than expected later this year and next.  Global GDP growth estimates – and the boost supplied by US stimulus – once again will have to be adjusted higher (Chart of the Week). Energy and metals fundamentals continue to tighten. OPEC 2.0's so-far-successful production management strategy will keep the level of supply just below demand, which will keep Brent crude oil on either side of $60/bbl. Base-metals output will struggle to meet higher demand from the ongoing buildout of renewables infrastructure and growing electric-vehicle sales. Of late, concerns that speculative positioning suggests prices will head lower – or, at other times, higher – are entirely misplaced: Spec positioning conveys no information on price levels or direction.  Energy and metals prices, on the other hand, do convey useful information on spec positioning, demonstrating specs do not lead the news or prices, they follow them. Short-term headwinds caused by halting recoveries and renewed lockdowns – particularly in the EU – will fade in 2H21 as vaccines roll out, if the experience of the UK and US are any guide.  Continued USD strength, however, would remain a headwind. Feature If the Biden administration is successful in getting its $2.25 trillion infrastructure-spending bill through Congress, the US will join the rest of the world in the race to re-build – in some cases, build anew – its long-neglected bridges, roads, schools, communications and high-speed transportation networks, and, critically, its electric-power grid.  There's a lot of game left to play on this, but our Geopolitical Strategy group is giving this bill an 80% of passage later this year, after all the wrangling and log-rolling in Congress is done. In and of itself, the infrastructure-directed spending coming out of Biden's plan will be a catalyst for higher US industrial commodity demand – energy, metals and bulks.  In addition, it will support the lift in the demand boost coming out of higher GDP growth globally, which will be pushed higher by US fiscal spending, as the Chart of the Week shows.  Of note is the extremely robust growth expected in India, China and the US, which are among the largest consumers of industrial commodities globally.  Overall growth in the G20 and globally will be expansive in 2022 as well. Chart of the WeekBiden's $2.25 Trillion Infrastructure Bill Will Boost Global Commodity Demand Fundamentals Support Oil, Bulks, And Metals Fundamentals Support Oil, Bulks, And Metals Higher GDP growth translates directly into higher demand for commodities, all else equal, as can be seen in the relationship between EM and DM GDP, supply and inventories and Brent crude oil prices in Chart 2.  While we have reduced our Brent forecast for this year to $60/bbl on the back of renewed demand-side weakness in the EU due to problems in acquiring and distributing COVID-19 vaccines, we expect this to be reversed next year and into 2025, with prices trading between $60-$80/bbl (Chart 3).  OPEC 2.0, the oil-producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia, has done an excellent job of keeping the level of oil supply below demand over the course of the pandemic, which we expect to continue to the end of 2025.1 Chart 2Higher GDP Growth Presages Higher Commodity Demand Higher GDP Growth Presages Higher Commodity Demand Higher GDP Growth Presages Higher Commodity Demand Chart 3Brent Crude Oil Prices Will Average - / bbl to 2025 Brent Crude Oil Prices Will Average $60 - $80 / bbl to 2025 Brent Crude Oil Prices Will Average $60 - $80 / bbl to 2025 As the Biden plan makes its way through Congress, markets will get a better idea of how much diesel fuel, copper, steel, iron ore, etc., will be required in the US alone.  What is important to note here that the US is just moving to the starting line, whereas other economies like China and the EU already have begun their investment cycles in renewables and EVs.  At present, key markets already are tight, particularly copper (Chart 4) and aluminum (Chart 5).  In both markets, we expect physical deficits this year and next, which inclines us to believe the metals leg of this renewables buildout is just beginning – higher prices will be required to incentivize the development of new supply.2  Chart 4Copper Will Post Physical Deficit... Copper Will Post Physical Deficit... Copper Will Post Physical Deficit... Chart 5...As Will Aluminum ...As Will Aluminum ...As Will Aluminum This is particularly important in copper, where growth in mining output of ore has been flat for the past two years.  Copper is the one metal that spans all renewables technologies, and is a bellwether commodity for global growth.  We expect copper to trade to $4.50/lb (up ~ $0.50/lb vs spot) on the COMEX in 4Q21 on the back of increasing demand and tight supplies – i.e., falling mining supply and refined copper output growth (Chart 6). Worth noting also is steel rebar and hot-rolled coil prices traded at record highs this week on Chinese futures markets.  Stronger steel markets continue to support iron ore prices, although the latter is trading off its recent highs and likely will move lower toward the end of the year as Brazilian supply returns to the market.3  We use steel prices as a leading indicator for copper prices – steel leads copper prices by ~ 9 months.  This makes sense when one considers steel is consumed early in infrastructure and construction projects, while copper consumption occurs later as airports and houses are fitted with copper for electric, plumbing and communications applications. Chart 6Copper Ore Output Flat Copper Ore Output Flat Copper Ore Output Flat   Does Speculative Positioning Matter? Of late, media pundits and analysts have cited an unwinding of speculative positions in oil and metals markets following sharp run-ups in net long positions as a harbinger of weaker prices in the near future (Chart 7).4  At other times, speculation has been invoked as a reason for price surges – e.g., when oil rocketed  toward $150/bbl in mid-2008, which was followed by a price collapse at the start of the Global Financial Crisis (GFC).5 Brunetti et al note, "The role of speculators in financial markets has been the source of considerable interest and controversy in recent years. Concern about speculative trading also finds support in theory where noise traders, speculative bubbles, and herding can drive prices away from fundamental values and destabilize markets." (p. 1545) Chart 7Speculative Positioning Lower In Brent Than WTI Speculatives Positioning Lower in Brent Than WTI Speculatives Positioning Lower in Brent Than WTI We recently re-tested earlier findings in our research, which found that knowledge of how specs are positioned – either on the long or the short side of the market – conveys no information on the level of prices or the change that should be expected given that knowledge.  However, knowledge of the price level does convey useful information on how speculators are positioned in futures markets.6 In cointegrating regressions of speculative positions in crude oil, natural gas and copper futures on price levels for these commodities, we find the level of prices to be a statistically significant determinant of spec positions. We find no such relationship using spec positions as an explanatory variable for prices.7 On the other hand, Chart 2 above is an example of statistically significant relationships for Brent and WTI price as a function of supply-demand fundamentals displaying coefficients of determination (r-squares) of close to 90% in the post-GFC period (2010 to now).  This supports our earlier findings regarding spec behavior: They follow prices, they don't lead them.8 We are not dismissive of speculation.  It plays a critical role in markets, by providing the liquidity that enables commodity producers and consumers to hedge their price exposures, and to investors seeking to diversify their portfolios with commodity exposures that are uncorrelated to their equity and bond holdings.  Short-Term Headwinds Likely Dissipate COVID-19 remains the largest risk to markets generally, commodities in particular.  The mishandling of vaccine rollouts in the EU has pushed back our assumption for demand recovery deeper into 2H21, but it has not derailed it.  We expect COVID-related deaths and hospitalizations to fall in the EU as they have in the UK and the US following the widespread distribution of vaccines, which should occur in the near future as Brussels organizes its pandemic response (Chart 8).  Making vaccines available for other states in dire straits will follow, which will allow the global re-opening to progress as lockdowns are lifted (Chart 9). Chart 8EU Vaccination Rollouts Will Boost Global Economic Recovery Fundamentals Support Oil, Bulks, And Metals Fundamentals Support Oil, Bulks, And Metals Chart 9Global Re-Opening Has Slowed, But Will Resume In 2H21 Fundamentals Support Oil, Bulks, And Metals Fundamentals Support Oil, Bulks, And Metals The other big risk we see to commodities is persistent USD strength (Chart 10).  The dollar has rallied for the better part of 2021, largely on the back of improving US economic prospects relative to other states, and success in its vaccination efforts.  The resumption of the USD's bear market may have to wait until the rest of the world catches up with America's public-health response to the pandemic, and the global economy ex-US and -China enters a stronger expansionary mode. Bottom Line: We remain bullish industrial commodities expecting demand to improve as the EU rolls out vaccines and begins to make progress in arresting the pandemic and removing lockdowns.  Global fiscal and monetary policy, which likely will be bolstered by a massive round of US infrastructure spending beginning in 4Q21 will catalyze demand growth for oil and base metals.  This will prompt another round of GDP revisions to the upside.  The dollar remains a headwind for now, but we expect it to return to a bear market in 2H21. Chart 10The USD's Evolution Remains Important The USD's Evolution Remains Important The USD's Evolution Remains Important   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Going into the April 1 meeting of OPEC 2.0 today, we are not expecting any increase in production.  OPEC earlier this week noted demand had softened, mostly due to the slow recovery from the COVID-19 pandemic in the EU, which, based on their previous policy decisions, suggests the producer coalition will not be increasing production.  The coalition led by KSA and Russia will have to address Iran's return as a major exporter to China this year, which appears to have been importing ~ 1mm b/d of Iranian crude this month (Chart 11).  This puts Iran in direct competition with KSA as a major exporter to China, in defiance of the US re-imposition of sanctions against Iranian exports.  China and Iran over the weekend signed a 25-year trade pact that also could include military provisions, which could, over time, alter the balance of power in the Persian Gulf if Chinese military assets – naval and land warfare – deploy to Iran under their agreement.  Details of the deal are sparse, as The Guardian noted in its recent coverage.  Among other things, government officials in Tehran have come under withering criticism for entering the deal, which they contend was signed with a "politically bankrupt regime."  The Guardian also noted US President Joe Biden " is prepared to make a new offer to Iran this week whereby he will lift some sanctions in return for Iran taking specific limited steps to come back into compliance with the nuclear agreement, including reducing the level to which it enriches uranium," in the wake of the signing of this deal. Base Metals: Bullish Copper fell this week, initially on an inventory build, and has now settled right under the $4/lb mark, as investors await details on the US infrastructure bill unveiled in Pittsburgh, PA, on Wednesday.  According to mining.com, a major chunk of the proposed bill will be devoted to investments in infrastructure, which will be metals-intensive.  Precious Metals: Bullish Gold fell further this week, as US treasury yields rose, buoyed by the increased US vaccine efforts and President Biden’s proposed spending plans (Chart 12). USD strength also worked against the yellow metal, which has been steadily declining since the beginning of this year.  COMEX gold fell below the $1,700/oz mark for the third time this month and settled at $1,683.90/oz on Tuesday. Chart 11 Sporadic Producers Will Be Accomodated Sporadic Producers Will Be Accomodated Chart 12 Gold Trading Lower On The Back of A Strong Dollar Gold Trading Lower On The Back of A Strong Dollar     Footnotes 1     Please see Five-Year Brent Forecast Update: Expect Price Range of $60 - $80/bbl, which we published 25 March 2021.  It is available at ces.bcaresearch.com. 2     Please see Industrial Commodities Super-Cycle Or Bull Market?, which we published 4 March 2021 for additional discussion, particularly regarding the need for additional capex in energy and metals markets. 3    Please see UPDATE 1-Strong industrial activity, profit lift China steel futures, published by reuters.com 29 March 2021. 4    See, e.g., Column: Frothy oil market deflates as virus fears return published 23 March 2021. 5    Brunetti, Celso, Bahattin Büyüksahin, and Jeffrey H. Harris (2016), " Speculators, Prices, and Market Volatility," Journal of Financial and Quantitative Analysis, 51:5, pp. 1545-74, for further discussion. 6    Please see Specs Back Up The Truck For Oil, which we published 26 April 2018, and Feedback Loop: Spec Positioning & Oil Price Volatility published 10 May 2018.  Both are available at ces.bcaresearch.com. 7     We group money managers (registered commodity trading advisors, commodity pool operators and unregistered funds) and swap dealers (banks and trading companies providing liquidity to hedgers and speculators) together to test these relationships. 8    In our earlier research, we also noted our results generally were supported in the academic literature.  See, e.g., Fattouh, Bassam, Lutz Kilian and Lavan Mahadeva (2012), "The Role of Speculation in Oil Markets: What Have We Learned So Far?" published by The Oxford Institute For Energy Studies.   Investment Views and Themes Strategic Recommendations Commodity Prices and Plays Reference Table Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Central Bank Expectations: Market expectations of short-term interest rate moves over the next few years are inching higher. The potential for markets to offer a greater bond-bearish challenge to the current highly dovish forward guidance of the major central banks should not be dismissed given the growth-positive mix of expanding global vaccinations and US fiscal stimulus. Global Golden Rule: The gap between market expectations of global central bank policy rates and realized interest rate outcomes is a reliable predictor of government bond returns – a dynamic we have dubbed the “Global Golden Rule of Bond Investing”. Given our expectation that no major developed market central bank will hike rates within the next twelve months, the Global Golden Rule is calling for the recent government bond market laggards to outperform over the next year. Tapering & The Golden Rule: Government bonds in countries where central banks are most likely to begin tapering in 2022 well before considering rate hikes – most notably, the US and Canada – are likely to suffer returns worse than implied by the Global Golden Rule. It is too soon to raise allocations to those higher-beta bond markets. Feature As the first quarter of 2021 draws to a close, fixed income investors are licking their wounds from a rough start to the year. Government bonds across the developed world have absorbed heavy losses as yields have climbed higher, led by US Treasuries which are down -4.0% year-to-date in total return terms. Other markets have also been hit hard, like Canada (-3.9%), Australia (-3.5%) and the UK (-6.3%). The trend in rising yields has been concentrated at longer maturities, with shorter ends of yield curves seeing much smaller moves (Chart 1). Two-year government bond yields are still being pinned down by the dovish forward guidance of the major central banks. The Fed is signaling no rate hikes through at least the end of 2023, while other central banks are sending similar messages on the timing of any potential future rate moves. However, global growth expectations continue to gain upward momentum, fueled by the optimistic combination of expanding COVID-19 vaccinations and aggressive US fiscal stimulus. Real GDP growth is expected to soar to a mid-single digit pace in the US, UK, Canada and even the euro zone - moves heralded by the steady climb of the OECD leading economic indicators and composite purchasing manager indices (Chart 2). Chart 1Rising Yields Reflect Reflation Rising Yields Reflect Reflation Rising Yields Reflect Reflation Chart 2A Bond-Bearish Surge In Global Growth Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Markets will continue to pull forward the timing and pace of the next monetary tightening cycle if those faster above-trend growth forecasts are realized. This will represent a change of “leadership” in the global bond bear market from faster inflation breakevens to increased policy rate expectations helping drive real yields higher. That shift may already be underway according to the ZEW survey of global investor expectations which now shows that the net number of respondents expecting higher short-term interest rates in the US and UK has turned positive (Chart 3). Already, our Central Bank Monitors for the US, Canada and Australia (Chart 4) have climbed back to neutral levels suggesting that easier monetary policy is no longer required. Similar trends can be seen to a lesser extent in the UK, euro area and even Japan (Chart 5). These moves are already coinciding with increased cyclical upward pressure on global bond yields, even without any change in dovish central bank guidance alongside ongoing buying of government bonds via quantitative easing programs. Chart 3Shifting Expectations For Policy Rates? Shifting Expectations For Policy Rates? Shifting Expectations For Policy Rates? Chart 4Diminishing Need For Easy Monetary Policy Here Diminishing Need For Easy Monetary Policy Here Diminishing Need For Easy Monetary Policy Here   Chart 5Easy Policy Still Required Here Easy Policy Still Required Here Easy Policy Still Required Here How will a trend of rising short-term interest rate expectations translate into future expected returns on government bonds? For that, we revisit a framework temporarily set aside during the pandemic era of crisis monetary policies – the Global Golden Rule (GGR) of bond investing. An Update Of The Global Golden Rule, By Country In September 2018, we published a Special Report introducing a government bond return forecasting methodology called the “Global Golden Rule.” This was an extension of a framework introduced by our sister service, US Bond Strategy, that links US Treasury returns (versus cash) to changes in the fed funds rate that were not already discounted in the US Overnight Index Swap (OIS) curve.1 The historical results convincingly showed that investors who "get the Fed right" by making correct bets on changes in the funds rate versus expectations were very likely to make the right call on the direction of Treasury yields. We discovered that relationship also held in other developed market countries. Thus, we now had a framework to help project expected bond returns simply based on a view for future central bank interest rate moves versus market expectations.2 Specific details on the calculation of the Global Golden Rule can be found in those original 2018 papers. In the following pages, we present the latest results of the Global Golden Rule for the US, Canada, Australia, the UK, the euro area and Japan. The set-up for the chart shown for each country is the same. We show the 12-month policy rate “surprise”, defined as the actual change in the central bank policy rate over the preceding 12-months versus the expected 12-month change in the policy rate from a year earlier extracted from OIS curves (aka our 12-month discounters). We then compare the 12-month policy rate surprise to the annual excess return over cash (treasury bills) of the Bloomberg Barclays government bond index for each country. We also show the 12-month policy rate surprise versus the 12-month change in the government bond index yield. The very strong historical correlation between those latter two series is the backbone of the Global Golden Rule framework. After that, we present tables showing expected yield changes and excess returns for various maturity points, as well as the overall government bond index, derived from the Global Golden Rule regressions. The expected change in yield is derived from regressions on the policy rate surprises, with different estimations done for each maturity point. In the tables, we show the results for different scenarios for changes in policy rates. For example, the row in the return tables called “1 rate hike” would show the expected yield changes and excess returns if the central bank for that particular country lifts the policy interest rate by +25bps over the next 12 months. This allows us to pick the scenario(s) that most closely correlate to our own expectation for central bank actions, translating that into government bond return expectations. Global Golden Rule: US Chart 6UST Selloff Akin To A Hawkish Surprise UST Selloff Akin To A Hawkish Surprise UST Selloff Akin To A Hawkish Surprise The Golden Rule would have underestimated the losses realized by US Treasuries over the past year (-4.5%), as negative excess returns over cash typically occur when the Fed is more hawkish than expectations – an outcome that did not occur (Chart 6). The trailing 12-month policy rate surprise for the US is currently zero, as last year’s massively dovish rate cuts have rolled off. The US OIS curve now discounts only 5bps of interest rate increases over the next 12 months, a period that runs to the end of first quarter of 2022. This is in line with the Fed’s guidance that no rate hikes will take place before the end of 2023. Our base case is the “Flat” scenario shown in Table 1 and Table 2, with the Fed keeping the funds rate unchanged near 0% for the next twelve months – a very modest “dovish” surprise. This produces a Golden Rule forecast of the overall US Treasury index yield falling -2bps that generates a total return of +1.1%. This is essentially a coupon-clipping return equivalent to the current index yield. Table 1US: Government Bond Index Total Return Forecasts Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Table 2US: Expected Changes In Treasury Yields Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Global Golden Rule: Canada Chart 7Canadian Bond Selloff Worse Than Implied By Golden Rule Canadian Bond Selloff Worse Than Implied By Golden Rule Canadian Bond Selloff Worse Than Implied By Golden Rule Canadian government bonds have sold off smartly over the past 12 months, delivering an excess return over cash of -2.8%. That is a smaller loss, however, compared to other developed economy government bond markets. The Canadian OIS curve did not move as aggressively to price in rate cuts last year, so the rapid pace of Bank of Canada (BoC) easing that was actually delivered constituted a modest “dovish surprise” that helped mute Canadian bond losses to some degree (Chart 7). The trailing 12-month policy rate surprise for Canada is +37bps (a dovish surprise), but rate expectations are more aggressive on forward basis. The Canadian OIS curve now discounts +28bps of interest rate increases over the next 12-months, a period that runs to the end of first quarter of 2022. This stands out as the highest such figure among the countries discussed in this report. This is likely due to the relatively less dovish messaging from BoC officials who have hinted that QE could be tapered sooner than expected if the economy outperforms the BoC’s forecasts for 2021. Our base case is the “Flat” scenario shown in Table 3 and Table 4, with the BoC keeping the policy interest rate at 0.25% for the next twelve months. This produces a Golden Rule forecast of a decline in the overall Canadian government bond index yield of -12bps, delivering a projected total return of +1.69%. That return may turn out to be overly optimistic if the BoC does indeed begin tapering QE later this year. Table 3Canada: Government Bond Index Total Return Forecasts Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Table 4Canada: Expected Changes In Government Bond Yields Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Global Golden Rule: Australia Chart 8Australian Bonds Acting Like The RBA Was Hawkish Australian Bonds Acting Like The RBA Was Hawkish Australian Bonds Acting Like The RBA Was Hawkish Australian government bonds have delivered a negative excess return over cash of -3.6% over the past year (Chart 8). This underperformed the projection from the Golden Rule, as the Reserve Bank of Australia (RBA) was not more hawkish than market expectations. The central bank actually delivered a dovish surprise in 2020, not only cutting policy rates dramatically but starting up a bond-buying QE program and instituting yield curve control to cap 3-year bond yields. The trailing 12-month policy rate surprise for Australia is zero, as last year’s massively dovish surprise rate cuts have rolled off. The Australia OIS curve now discounts only 7bps of interest rate increases over the next 12-months, a period that runs to the end of first quarter of 2022. This is in line with the RBA’s highly dovish guidance suggesting that there will be no change to current policy settings until Australian wage growth picks up to the 3% level consistent with the RBA’s 2-3% CPI inflation target. The central bank does not expect that to occur before 2023. We agree with dovish guidance from the RBA, thus our base case is the “Flat” scenario shown in Table 5 and Table 6, with the RBA keeping the Cash Rate unchanged at 0.1% for the next twelve months. This generates a Golden Rule forecast of an -5bps decline in the overall Australian government bond index yield, producing a total return projection of +1.4%. Table 5Australia: Government Bond Index Total Return Forecasts Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Table 6Australia: Expected Changes In Government Bond Yields Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Global Golden Rule: UK Chart 9A UK Gilt Selloff Without A Hawkish BoE A UK Gilt Selloff Without A Hawkish BoE A UK Gilt Selloff Without A Hawkish BoE UK Gilts underperformed the Golden Rule forecast over the past 12 months, delivering a negative excess return over cash of –5.1% even with the Bank of England (BoE) not delivering any hawkish surprise versus market expectations (Chart 9). The trailing 12-month policy rate surprise for the UK is currently zero. The UK OIS curve now discounts only 5bps of interest rate increases over the next 12-months, a period that runs to the end of first quarter of 2022. This is in line with the BoE’s guidance that no monetary tightening will take place until there is clear evidence that the excess capacity created by the pandemic shock is clearly being absorbed. Yet while the BoE has still left the door open to moving to a negative policy rate if needed, markets are not discounting any such move. Our base case is the “Flat” scenario shown in Table 7 and Table 8, with the BoE keeping the Bank Rate unchanged at 0.1% for the next twelve months. This produces a Golden Rule forecast of the overall UK Gilt index yield falling -2bps that generates a total return of +1.0%. This is a return only slightly above the current index yield. Table 7UK: Government Bond Index Total Return Forecasts Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Table 8UK: Expected Changes In Gilt Yields Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Global Golden Rule: Germany Chart 10Even Bunds Acting Like ECB Is "Hawkish" Even Bunds Acting Like ECB Is "Hawkish" Even Bunds Acting Like ECB Is "Hawkish" German government bonds have produced an excess return over cash of -1.6% over the past year. There was no surprise from the European Central Bank (ECB) during that time relative to market expectations (Chart 10), so that negative return reflected the modest rise in German bond yields on the back of improving global growth. The trailing 12-month policy rate surprise for Germany (and the overall euro area) remains stuck near zero, as has been the case since the ECB cut its deposit rate below zero and instituted QE back in 2016. The euro area OIS curve now discounts only -4bps of interest rate cuts over the next 12 months, a period that runs to the end of first quarter of 2022. This is in line with the ECB’s guidance that rates will be kept unchanged until at least 2023, as the central bank’s projections call for euro area inflation to not climb above 1.5% - below the ECB’s 2% target – through 2023. The OIS curve is discounting a small probability that the ECB could be forced to deliver a small rate cut given the degree of the euro area inflation undershoot. Our base case, however, is that the ECB will keep rates steady over the next 12 months (and likely for a few more years after that). Thus, the “Flat” scenarios shown in Table 9 and Table 10 are most relevant, with the German government bond index yield rising +2bps according to the Golden Rule. This produces a total return projection of -0.6%. Table 9Germany: Government Bond Index Total Return Forecasts Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Table 10Germany: Expected Changes In Bund Yields Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Global Golden Rule: Japan Chart 11JGBs Bucking The Global "Hawkish" Selloff JGBs Bucking The Global "Hawkish" Selloff JGBs Bucking The Global "Hawkish" Selloff Japanese government bonds (JGBs) have delivered an excess return versus cash of -0.8% over the past twelve months (Chart 11). Although it may sound unusual for Japan, there was actually a tiny “hawkish” surprise as the Bank of Japan (BoJ) kept policy rates steady over the past year even as markets had priced in a possibility of a small rate cut in response to the COVID-19 growth shock. Admittedly, the Golden Rule framework is poorly suited to project Japanese bond returns. The Bank of Japan (BoJ) has been unable to lift policy rates for many years, while they have instituted yield curve control on 10-year JGBs since 2016, anchoring yields near zero. With no variability on policy rates or bond yields, a methodology that links bond returns to unexpected policy interest rate changes will have poor predictive power. The Japan OIS curve now discounts -5bps of interest rate cuts over the next 12 months, a period that runs to the end of first quarter of 2022. The BoJ has not ruled out the possibility of a small rate cut sometime in the next few months, as Japanese inflation remains far below the 2% BoJ target. Our base case is the “Flat” scenarios shown in Table 11 and Table 12, with the BoJ keeping policy rates unchanged near 0% for the next twelve months. That generates a Golden Rule forecast of a +5bp increase in the Japanese government bond index yield, with a total return projection of -0.4%. This would be consistent with the BoJ producing a small hawkish “surprise” by not cutting rates deeper into negative territory. Table 11Japan: Government Bond Index Total Return Forecasts Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Table 12Japan: Expected Changes In JGB Yields Over The Next 12 Months Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Investment Implications Of The Global Golden Rule Projections Among all the scenarios laid out above, our base case has been that no change in policy rates should be expected over the next 12 months in any of the countries. This fits with our view that central banks will be reluctant to consider any changes to the current dovish forward guidance on future rate hikes until there is clear evidence that the global economy has moved beyond the pandemic. That means taking some near-term inflation risks given the very robust pace of growth expected over the rest of 2021. In Table 13, we rank all the return projections generated by the Global Golden Rule for the “Flat” scenarios on policy rates over the next year. Returns are shown both in local currency terms and in USD-hedged terms. Table 13Government Bond Index Total Return Forecasts Over The Next 12 Months Assuming Policy Rates Remain Unchanged Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing The return rankings are a mirror image of the performance seen year-to-date, with the “higher beta” bond markets (Canada, Australia and the US) outperforming the more defensive low-yielding markets (the UK, Germany and Japan). Returns are projected to be moderate, however, with Canada leading the way both unhedged (+1.69%) and currency hedged (+1.73%). The return rankings excluding the +10-year maturity buckets of the government bond indices are shown in Table 14. We present these to allow a more “apples to apples” comparison of the six regions shown, as the UK index has a huge weighting in the +10-year bucket while there is no +10-year benchmark for Australia. On this basis, Australia stands out as having the best Global Golden Rule generated return projections, both unhedged (+1.44%) and USD-hedged (+1.66%).3 Table 14 Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing These return rankings run counter to our current recommended country allocation: underweight the US, overweight Germany and Japan and neutral the UK, Canada and Australia. We still believe there is more near-term upside for global bond yields, led by US Treasuries, thus it is too soon to begin to position for the results projected by the Global Golden Rule. There is one other factor that leads us to interpret the results cautiously – the likelihood that some central banks will begin tapering their bond purchases within the next 12 months. Our expectation is that the Fed will begin to signal a need to slow the pace of its QE bond buying in the fourth quarter of this year, with actual tapering beginning in Q1 of 2022. The BoC is likely to follow suit shortly thereafter. Thus, the Fed and BoC will begin tapering within the 12-month forecasting window of the Global Golden Rule. The RBA and BoE will debate a need to taper later in 2022 – beyond that 12-month window – while the ECB and BoJ will maintain their current pace of bond buying until at least the end of 2022. From the point of view of bond markets, tapering by the Fed and BoC will likely feel as if those central banks were actually delivering rate hikes. Bond yields will likely rise by more than projected by the Global Golden Rule in the “Flat” scenarios highlighted earlier. Quantitative models that attempt to translate QE into interest rate changes, so-called “shadow rates”, show that the Fed’s QE bond buying over the past year has been equivalent to nearly 250bp of additional Fed rate cuts after the funds rate was slashed to 0% (Chart 12). Thus, when the Fed begins to taper QE, it will conceptually be as if the Fed started a rate hike cycle with the starting point of a fed funds rate at minus -2.5%. When looking at the historical correlation of changes in the US shadow rate and US Treasury yields, the +40bps rise in the Treasury index yield over the past 12 months is equivalent to roughly a 100bp increase in the shadow fed funds rate (Chart 13, top panel). That would line up with a fairly aggressive pace of Fed tapering when looking at the correlation of changes in the shadow rate to changes in the size of the Fed balance sheet (middle panel). Chart 12"Shadow Policy Rates" Are Below 0% "Shadow Policy Rates" Are Below 0% "Shadow Policy Rates" Are Below 0% Chart 13UST Yields Discount A Lot Of Fed Tapering UST Yields Discount A Lot Of Fed Tapering UST Yields Discount A Lot Of Fed Tapering US Treasury yields have been rising for more fundamental reasons like improving growth expectations alongside rising inflation expectations. If the Fed is forced to signal a tapering of QE later this year because that robust growth outlook comes to fruition, it is a stretch to think that Treasury yields will not see additional upward pressure. Thus, we are sticking with our current country allocations, despite the message from our Global Golden Rule. US Treasury returns may look more like the “1 rate hike” or “2 rate hikes” scenarios shown in Table 1 when the Fed begins tapering early in 2022. The same goes for Canadian bond yields once the BoC moves to taper soon after the Fed, as we expect, which is why we are keeping Canada on “downgrade watch.” Bottom Line: The Global Golden Rule is calling for the recent government bond market laggards to outperform over the next year if central banks keep rates on hold. Government bonds in countries where central banks are most likely to begin tapering in 2022 well before considering rate hikes – most notably, the US and Canada – are likely to suffer returns worse than implied by the Global Golden Rule. It is too soon to raise allocations to those higher-beta bond markets.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com   Footnotes 1 Please see BCA Research US Bond Strategy Special Report, "The Golden Rule Of Bond Investing", dated July 24, 2018, available at usbs.bcarearch.com. 2 Please see BCA Research Global Fixed Income Strategy Special Report, "The Global Golden Rule Of Bond Investing", dated September 25, 2018, available at gfis.bcaresearch.com. 3 Note that in Table 14, we rescale the other maturity buckets after removing the +10-year bucket. The index returns are presented as a market-capitalization weighted combination of the expected returns of the remaining maturity buckets. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Revisiting Our Global Golden Rule Of Bond Investing Revisiting Our Global Golden Rule Of Bond Investing Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Duration: The Treasury market has moved quickly to price-in expectations of a strong economic recovery, while the Fed has been more cautious about moving its own rate forecasts. We think that the market’s expectations are well founded and that the Fed will eventually move its dots higher. Stick with below-benchmark portfolio duration. Corporate Bonds: Junk spreads already embed a significant decline in the default rate during the next 12 months, but reasonable assumptions for corporate debt growth and profit growth suggest that this outcome will be achieved. Investors should continue to favor spread product over Treasuries and continue to hold a down-in-quality bias within corporate credit. Economy: Disposable personal income fell in February compared to January, but it has risen massively since last year’s passage of the CARES act. The large pool of accumulated household savings will help drive economic growth as the pandemic recedes. Feature There is widespread anticipation that the economic recovery is about to kick into high gear. To us, this anticipation seems rather well founded. The United States’ vaccination roll-out is proceeding quickly and the federal government is pitching in with a tsunami of fiscal support. But it’s important to acknowledge that this positive outlook is still a forecast, one that has not yet been validated by hard economic data. The risk for investors is obvious. Market prices have already moved to price-in a significant amount of economic optimism and they are vulnerable in a situation where that optimism doesn’t pan out. In this week’s report we look at how much economic optimism is already discounted in both the Treasury and corporate bond markets. We conclude that the most likely scenario is one where the economic data are strong enough to validate current pricing in both markets. Investors should keep portfolio duration below-benchmark and continue to favor spread product over Treasuries, with a down-in-quality bias. Optimism In The Treasury Market The most obvious way to illustrate the economic optimism currently embedded in Treasury securities is to look at the rate hike expectations priced into the yield curve relative to the Fed’s own projections (Chart 1). The market is currently looking for four 25 basis point rate hikes by the end of 2023 while only seven out of 18 FOMC participants expect any hikes at all by then. Chart 1Market More Hawkish Than Fed Market More Hawkish Than Fed Market More Hawkish Than Fed We addressed the wide divergence between market and FOMC expectations in last week’s report.1 We noted that the main reason for the divergence is that while the market is focused on expectations for rapid economic growth the Fed is making a concerted effort to rely only on hard economic data. This sentiment was echoed by Fed Governor Lael Brainard in a speech last week:2 The focus on achieved outcomes rather than the anticipated outlook is central to the Committee’s guidance regarding both asset purchases and the policy rate. The emphasis on outcomes rather than the outlook corresponds to the shift in our monetary policy approach that suggests policy should be patient rather than preemptive at this stage in the recovery. The upshot of the Fed’s excessively cautious approach is that its interest rate projections will move toward the market’s as the hard economic data strengthen during the next 6-12 months, keeping the bond bear market intact. As evidence for this view, consider that the US Economic Surprise Index remains at an extremely high level, consistent with a rising 10-year Treasury yield (Chart 2). Further, 12-month core inflation rates are poised to jump significantly during the next two months as the weak monthly prints from March and April 2020 fall out of the 12-month sample (Chart 3). Then, pipeline pressures in both the goods and service sectors will ensure that inflation remains relatively high for the balance of the year (Chart 3, bottom panel).3   Chart 2Data Surprises Remain Positive Data Surprises Remain Positive Data Surprises Remain Positive Chart 3Inflation About To Jump Inflation About To Jump Inflation About To Jump Finally, the hard economic data still do not reflect the truly massive amount of fiscal stimulus that is about to hit the US economy. Chart 4 illustrates how large last year’s fiscal stimulus was compared to what was seen during recent recessions, and this chart does not yet incorporate the recently passed $1.9 trillion American Rescue Plan (~8.7% of GDP) or the second infrastructure focused reconciliation bill that is likely to pass this fall. Our political strategists expect 2021’s second budget bill to be similar in size to the American Rescue Plan though tax hikes will also be included and, due to the infrastructure-focused nature of the bill, the spending will be more spread out over a number of years.4  Chart 4The Era Of Big Government Is Back That Uneasy Feeling That Uneasy Feeling Bottom Line: The Treasury market has moved quickly to price-in expectations of a strong economic recovery, while the Fed has been more cautious about moving its own rate forecasts. We think that the market’s expectations are well founded and that the Fed will eventually move its dots higher. Stick with below-benchmark portfolio duration.  Optimism In The Corporate Bond Market Chart 5What's Priced In Junk Spreads? What's Priced In Junk Spreads? What's Priced In Junk Spreads? The way we assess the amount of economic optimism baked into the corporate bond market is to calculate the 12-month default rate that is implied by the current High-Yield Index spread (Chart 5). We need to make a few assumptions to do this. First, we assume that investors require an excess spread of at least 100 bps from the index after subtracting 12-month default losses. In past research, we’ve noted that High-Yield has a strong track record of outperforming duration-matched Treasuries when the realized excess spread is above 100 bps. High-Yield underperforms Treasuries more often than it outperforms when the realized excess spread is below 100 bps.5 Second, we must assume a recovery rate for defaulted bonds. The 12-month recovery rate tends to fluctuate between 20% and 60%, with higher levels seen when the default rate is low and lower levels when the default rate is high (Chart 5, bottom panel). For this week’s analysis, we assume a range of recovery rates, from 20% to 50%, though we expect the recovery rate to be closer to the top-end of that range during the next 12 months, given our expectations for a rapid economic recovery. With these assumptions in mind, we calculate that the High-Yield Index is fairly priced for a default rate between 2.8% and 4.5% for the next 12 months (Chart 5, panel 2). If the default rate falls into that range, or below, then we would expect High-Yield bonds (and corporate credit more generally) to outperform a duration-matched position in Treasuries. If the default rate comes in above 4.5%, then we would expect Treasuries to beat High-Yield. To figure out whether the default rate will meet the market’s expectations, we turn to a simple model of the 12-month speculative grade default rate that is based on nonfinancial corporate sector gross leverage (aka total debt over pre-tax profits) and C&I lending standards (Chart 6). If we make forecasts for nonfinancial corporate 12-month debt growth and pre-tax profit growth, we can let the model tell us what default rate to anticipate. Chart 6Default Rate Model Default Rate Model Default Rate Model Debt Growth Expectations We expect corporate debt growth to be quite weak during the next 12 months (Chart 7). This is mainly because firms raised a huge amount of debt last spring when the Fed and federal government made it very attractive to do so. Now, we are emerging from a recession and the nonfinancial corporate sector already holds an elevated cash balance (Chart 7, bottom panel). Debt growth was also essentially zero during the past six months, and very low (or even negative) debt growth is a common occurrence right after a peak in the default rate (Chart 7, top 2 panels). It is true that the nonfinancial corporate sector’s Financing Gap – the difference between capital expenditures and retained earnings – is no longer negative (Chart 7, panel 3). But it is also not high enough to suggest that firms need to significantly add debt. Chart 7Debt Growth Will Be Slow Debt Growth Will Be Slow Debt Growth Will Be Slow For our default rate calculations, we assume that corporate debt growth will be between 0% and 8% during the next 12 months. However, our sense is that it will be closer to 0% than to 8%. Profit Growth Expectations Chart 8Profit Growth Will Surge Profit Growth Will Surge Profit Growth Will Surge Our expectation is that profit growth will surge during the next 12 months, as is the typical pattern when the economy emerges from recession. Year-over-year profit growth peaked at 62% in 2002 following the 2001 recession, and it peaked at 51% in 2010 coming out of the Global Financial Crisis (Chart 8). More specifically, if we model nonfinancial corporate sector pre-tax profit growth on real GDP and then assume 6.5% real GDP growth in 2021, in line with the Fed’s median forecast, then we get a forecast for 31% profit growth in 2021. If we use a higher real GDP growth forecast of 10%, in line with our US Political Strategy service's "maximum impact" scenario, then our model forecasts pre-tax profit growth of 40% for 2021.6 Default Rate Expectations Table 1 puts together different estimates for profit growth and debt growth and maps them to a range of 12-month default rate outcomes, as implied by our Default Rate Model. For example, profit growth of 30% and debt growth between 0% and 8% in 2021 maps to a 12-month default rate of between 3.2% and 3.8%. This falls comfortably within the range of 2.8% to 4.5% that is consistent with current market pricing. Table 1Default Rate Scenarios That Uneasy Feeling That Uneasy Feeling In fact, for our model to output a default rate range that is higher than what is priced into junk spreads, we need to assume 2021 profit growth of 20% or less. This is quite far below the estimates we made above based on reasonable forecasts for real GDP. Bottom Line: Junk spreads already embed a significant decline in the default rate during the next 12 months, but reasonable assumptions for corporate debt growth and profit growth suggest that this outcome will be achieved. Investors should continue to favor spread product over Treasuries and continue to hold a down-in-quality bias within corporate credit. Economy: Household Income Update Last week’s personal income and spending report showed that disposable household income was lower in February than in January, a decline that is entirely attributable to the fact that the $600 checks to individuals that were part of the December stimulus bill were mostly delivered in January. These “Economic Impact Payments” totaled $138 billion in January and only $8 billion in February. This drop-off of $130 billion almost exactly matches the $128 billion monthly decline seen in disposable personal income. Consumer spending also fell in February compared to January, a result that likely owes a lot to February’s bad weather conditions, particularly the winter storm that caused much of Texas to lose power. Though spending has recovered a lot from last year’s lows, it remains significantly below its pre-COVID trend (Chart 9). In contrast to spending, disposable income has skyrocketed since the pandemic started last March. Chart 10 shows that disposable personal income has increased 8% in the 12 months since COVID struck compared to the 12 months prior. Moreover, it shows that the increase is entirely attributable to fiscal relief. Chart 9Households Have Excess ##br##Savings Households Have Excess Savings Households Have Excess Savings Chart 10Disposable Personal Income Growth And Its Drivers That Uneasy Feeling That Uneasy Feeling The result of below-trend spending and a surge in income is a big jump in the savings rate. The personal savings rate was 13.6% in February, well above its average pre-COVID level (Chart 9, panel 3), as it has been since the pandemic began. This consistently elevated savings rate has led to US households building up a $1.9 trillion buffer of excess savings compared to a pre-pandemic baseline (Chart 9, bottom panel). Perhaps the biggest question for economic growth is whether households will deploy this large pool of savings as the economy re-opens or whether they will continue to hoard it. In this regard, the individual checks that were part of last year’s CARES act are the most likely to be hoarded, as these checks were distributed to all Americans making less than $99,000. The income support provisions in this month’s American Rescue Plan are much more targeted. Only individuals making below $75,000 will receive a $1,400 check and the bill also includes expanded unemployment benefits and a large amount of aid for state & local governments. All in all, we anticipate that a substantial amount of household excess savings will be spent once the vaccination effort has made enough progress that people feel safe venturing out. This will lead to strong economic growth and higher inflation in the second half of 2021.   Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see US Bond Strategy Weekly Report, “The Fed Looks Backward While Markets Look Forward”, dated March 23, 2021, available at usbs.bcaresearch.com 2 https://www.federalreserve.gov/newsevents/speech/brainard20210323b.htm 3 For more details on our outlook for core inflation in 2021 please see US Bond Strategy Weekly Report, “Limit Rate Risk, Load Up On Credit”, dated March 16, 2021, available at usbs.bcaresearch.com 4 Please see US Political Strategy Second Quarter Outlook 2021, “From Stimulus To Structural Reform”, dated March 24, 2021, available at usps.bcaresearch.com 5 For more details on this excess spread analysis please see US Bond Strategy / Global Fixed Income Strategy Special Report, “Trading The US Corporate Bond Market In A Time Of Crisis”, dated March 31, 2020, available at usbs.bcaresearch.com 6 The "maximum impact" scenario assumes that the full amount of authorized outlays from the American Rescue Plan will be spent, with 60% of the outlays spent in FY2021. For more details see US Political Strategy Second Quarter Outlook 2021, “From Stimulus To Structural Reform”, dated March 24, 2021, available at usps.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

Dear client, In addition to this week’s abbreviated report, we are also sending you a Special Report on currency hedging, authored by my colleague Xiaoli Tang. Xiaoli’s previous work mapped out a dynamic hedging strategy for developed market equity investors in various home currencies. In this report, she extends the work to emerging market exposure. I hope you will find the report insightful. Next week, in lieu of our weekly report on Friday, we will be sending you a joint Special Report on the UK on Tuesday, together with our Global Fixed Income colleagues. Kind regards, Chester Highlights The DXY index is up for the year, but further gains will be capped at 2-3% from current levels. Long yen positions are offside amid the dollar rally. This should wash out stale longs, and underpin the bull case. Lower the limit-sell on the gold/silver ratio to 68. We were stopped out of our short AUD/MXN position amidst a broad-based selloff in EM currencies. We are reinitiating the trade this week. Feature Chart I-1The Dollar Has Been Strong In 2021 The Dollar Has Been Strong In 2021 The Dollar Has Been Strong In 2021 The DXY index has once again kissed off the 90 level and is gaining momentum in March. Year-to-date, the DXY index is up 1.1%. This performance has been particularly pronounced against other safe haven currencies, such as the Swiss franc and the Japanese yen. GBP and AUD have fared rather well in this environment (Chart I-1). As the “anti-dollar,” the euro has also suffered.  Our technical indicators continue to warn that the dollar still has upside. Net speculative positions are at very depressed levels, consistent with many sentiment indicators that are bearish USD. However, this time around, any dollar rally could be capped at 2-3%, in sharp contrast to the bounce we witnessed in March 2020.  The Message From Dollar Technical Indicators Our dollar capitulation index has bounced from very oversold levels, and is now sitting above neutral territory (Chart I-2). The index comprises a standardized measure of sentiment, net speculative positioning and momentum. It is very rare that a drop in this index below the -1.5 level does not trigger a rebound in the dollar. This time around, the bounce has been rather muted. Chart I-2BCA Dollar Capitulation Index Suggests Some Upside BCA Dollar Capitulation Index Suggests Some Upside BCA Dollar Capitulation Index Suggests Some Upside Part of the reason has been concentration around dollar short positions. Investors throughout most of the pandemic executed their bearish dollar bets through the euro, yen and the Swiss franc (countries that already had negative interest rates). Positioning on risk on currencies such as the Australian dollar and the Mexican peso were neutral. This also explains the underperformance of the yen, as the dollar rises. From a sizing standpoint, ever since the dollar peaked in March 2020, counter-trend moves have been in the order of 2-3%. We expect this time to be no different. What To Do About The Yen The yen has been one of our core holdings on three fundamental pillars: it is cheap, it tends to rise during dollar bear markets and the economy in Japan is more hostage to deflation than the US. This bodes well for real rates in Japan, relative to the US. Over the last month, our long yen position has been put offside. First, demand for safe havens has ebbed as US interest rates have gapped higher (Chart I-3, panel 1). King dollar has once again become the safe haven of choice. As Chart I-1 illustrates, low beta currencies such as the Swiss franc and yen, that tend to do relatively well when the dollar is rallying, have underperformed.  Yield curve control (YCC) in Japan is also negative for the yen as interest rates rise (panel 2). Economic momentum in Japan is also rolling over (panel 3). Prime Minister Yoshihide Suga’s mulling to extend the state of emergency in the Tokyo region could further cripple any Japanese economic recovery. Chart I-3A Healthy Reset In The Yen A Healthy Reset In The Yen A Healthy Reset In The Yen Chart I-4USD/JPY Support Should Hold USD/JPY Support Should Hold USD/JPY Support Should Hold For short-term investors, USD/JPY is very overbought and is approaching strong resistance (Chart I-4). In our view, a washing out of stale shorts would provide a healthy reset for the bear market to resume. Meanwhile, USD/JPY and the DXY change correlations during risk-off periods, where the yen appreciates versus the dollar.  Therefore, a market reset is also positive for the yen.     Housekeeping Chart I-5Remain Short AUD/MXN Remain Short AUD/MXN Remain Short AUD/MXN We were stopped out of our short AUD/MXN trade last week for a loss of 6.1%. We are reinitiating the trade this week. The case for the trade, made a month ago, remains intact. A short-term recovery in the US economy, relative to the rest of the world, argues for an AUD/MXN short. In fact, a divergence has occurred between the BRL/MXN and the AUD/MXN exchange rate (Chart I-5). Domestic factors have certainly tempered the Brazilian real, but the underperformance of metal prices relative to oil in recent months is also a factor. We expect some convergence to occur, with MXN appreciating much faster than the AUD.   Chester Ntonifor Foreign Exchange Strategist chestern@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 Recent data in the US have stepped up: Personal income rose by 10% in January, while personal spending rose by 2.4% month-on-month. The ISM report was stellar. The manufacturing PMI improved from 58.7 to 60.8 in February. Prices paid rose to 86. Factory orders were slightly above expectations at 2.6% month-on-month in January.   The DXY index rose by 165 bps this week.  The narrative of a counter-trend reversal in the DXY index isn playing out. As the story unfolds, it will be important to establish targets. Our bias is that the DXY stalls before 93-94 is reached.  Report Links: Are Rising Bond Yields Bullish For The Dollar? - February 19, 2021 Portfolio And Model Review - February 5, 2021 Sizing A Potential Dollar Bounce - January 15, 2021 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Recent data from the euro area remain weak: Core CPI in the Eurozone came in at 1.1%, in line with expectations. The unemployment rate declined from 8.3% to 8.1% in January. January retail sales were weak at -6.4% year-on-year. The euro fell by 1.7%% against the US dollar this week. It will be almost impossible for the euro to rise in an environment where the dollar is in a broad-based decline. Given elevated sentiment on the euro, a healthy reset is necessary for the bull market to resume. Report Links: Portfolio And Model Review - February 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Dollar Conundrum And Protection - November 6, 2020 The Japanese 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 from Japan has been marginally positive: The employment report was positive, with the unemployment rate dipping to 2.9% and an improvement in the jobs-to-applicants ratio in January. Consumer confidence in February is rebounding from very low levels. The Japanese yen fell by 1.5% against the US dollar this week. The recovery in the Japanese economy is fragile, and tentative signs of a renewed lockdown will knock down confidence. In this transition phase, yen long positions could be hostage to losses. Longer-term, the yen is cheap and will benefit from a broad-based dollar decline. Report Links: On Japanese Inflation And The Yen - January 29, 2021 The Dollar Conundrum And Protection - November 6, 2020 The Near-Term Bull Case For The Dollar - February 28, 2020 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 out of the UK have been in line: Mortgage approvals rose 99K in January, in line with expectations. The construction PMI rose from 49.2 to 53.3 in February. Nationwide house prices are soaring, rising 6.9% in February on a year-on-year basis. The pound fell by 0.8% against the dollar this week. It is however the best performing currency this year. Our short EUR/GBP trade has benefited from faster vaccination in the UK (that could give way to a faster reopening of the economy) and a nice valuation starting point. Report Links: Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 Revisiting Our High-Conviction Trades - September 11, 2020 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 Recent data in Australia was robust: Home lending remained in an uptrend. Owner-occupied loans increased by 11% in January, while investor loans increased by 9.4%. Terms of trade are soaring, rising 24% year-on-year in February. The current account surplus came in near a record A$14.5 billion in Q4. GDP grew by 3.1% QoQ in Q4. The Aussie fell by 1.8% his week. Terms of trade will continue being a tailwind for the AUD/USD. We also like the AUD/NZD cross, as a valuation and terms-of-trade bet. However, we expect that any positive surprises in the US will hurt AUD relative to the Americas. One way to play this is by shorting AUD/MXN. Report Links: Portfolio And Model Review - February 5, 2021 Australia: Regime Change For Bond Yields & The Currency? - January 20, 2021 An Update On The Australian Dollar - September 18, 2020 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 There was scant data out of New Zealand this week: Terms of trade rose by 1.3% in Q4. CoreLogic home prices rose 14.5% in February. The New Zealand dollar fell by 2.4% against the US dollar this week. The kiwi ranks as the most unattractive currency in our FX framework. For one, it has catapulted itself to the most expensive currency in our PPP models. Report Links: Portfolio And Model Review - February 5, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 Recent data from Canada was positive: The Nanos confidence index rose from 58.2 to 59.4 in February. Annualized 4Q GDP came in at 9.6%, above expectations. Building permits rose 8.2% month-on-month in January. The Canadian dollar fell 0.4% against the US dollar this week. Oil prices remain very much in an uptrend, which is underpinning the loonie. Better US economic performance in the near term should also help the CAD. Report Links: Will The Canadian Recovery Lead Or Lag The Global Cycle? - February 12, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 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 out of Switzerland have been improving: Swiss GDP rose by 0.3%  quarter-on-quarter in 4Q. The KOF leading indicator rose from 96.5 to 102.7 in February. The February manufacturing PMI rose from 59.4 to 61.3. Switzerland remains in deflation, with the core CPI that came in at -0.3% year-on-year in February. The Swiss franc fell by 2.6% against the US dollar this week. Safe -haven currencies continue to be laggards, as rates rise and gold falls to the wayside. This is bullish on  procyclical currencies, and negative the Swiss franc. We are long EUR/CHF on this basis, but short USD/JPY purely as portfolio insurance. Report Links: Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 On The DXY Breakout, Euro, And Swiss Franc - February 21, 2020 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 data out of Norway has been robust: The unemployment rate fell from 4.4% to 4.3% The manufacturing PMI increased from 51.8 to 56.1 in February. The current account balance was robust in Q4. It should increase significantly in Q1 this year given the large trade balance in January. Being long the Norwegian krone is one of our high-conviction bets in the FX portfolio. The Norwegian krone fell by 1% against the US dollar this week, but outperformed the euro, amongst other currencies. The NOK ticks all the boxes of an attractive currency – cheap valuations, a liquidity discount, and primed to benefit from a global growth rebound. Report Links: Portfolio And Model Review - February 5, 2021 Revisiting Our High-Conviction Trades - September 11, 2020 A New Paradigm For Petrocurrencies - April 10, 2020 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Most Swedish data releases were in line with expectations: GDP came in at -0.2% quarter-on-quarter, below expectations. Retail sales rose 3.1% year-on-year, above expectations. The trade balance came in at a surplus of SEK 5.2 billion  in January. The manufacturing PMI remained elevated at 61.6 in February. The Swedish krona fell by 2.4% against the US dollar this week. Manufacturing data is improving in Sweden but the economy remains hostage to COVID-19, compared to Norway. That is weighing on the krona. That said, Sweden is a highly levered play on the global cycle. Therefore, once the pandemic is behind us, the SEK will outperform. Report Links: Revisiting Our High-Conviction Trades - September 11, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 Where To Next For The US Dollar? - June 7, 2019 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Highlights We use a correlation-hedge approach to manage emerging market (EM) currency exposure for global investors with nine different home currencies. For USD-based investors, EM debt volatility is driven by the EM spot exchange rate vs. USD. Hedged EM debt has better absolute and risk-adjusted returns than US Treasurys. Investing in EM equities, on the other hand, makes sense only when the expected absolute return is positive on a sustained basis. During these episodes, hedging is not necessary. If USD-based investors choose to manage EM currency exposure directly, then a 12-month momentum-based dynamic hedging strategy could add value in terms of risk-adjusted returns for both EM stocks and bonds. USD-based investors could also diversify the source of funding by selling closely correlated DM currencies using an overlay of currency forwards. For non-USD-based investors, EM currency volatility is low and there is no need to fully hedge EM exposure. Domestic bonds have very low volatility, therefore these investors should avoid EM debt if their objective is to maximize risk-adjusted returns. To enhance returns, unhedged EM equities are a much better choice than EM debt. Currency overlay, in line with our long-held view on the total portfolio approach, should be managed at the total fund level. Feature How to manage EM currency exposure when investing in EM local currency debt and equities has been a frequently asked question since our reports on managing developed market (DM) currency exposure when investing in DM equities 1,2 and government bonds.3 According to the BIS Triennial Central Bank Survey, EM currency exchange markets have evolved rapidly since 2001. The daily turnover reached 1.65 trillion dollars in April 2019, which is about 25% of the global currency daily turnover.4 While it is becoming increasingly easy to trade EM currencies, compared with DM currencies it is still more costly and operationally more challenging to hedge EM currency exposure, especially the currencies with non-deliverable forwards (NDFs) that require collateral management. In this report, we identify the return and volatility drivers of EM local currency government bonds (represented by JP Morgan’s GBI-EM Global Diversified Local Currency Index) and EM equities (represented by MSCI’s EM Net Return Index). We briefly touch on a momentum-based dynamic hedging strategy to hedge EM exposure directly for USD-based investors. Our main focus is to test a correlation-hedge approach, both static and dynamic, for nine home currencies: the US dollar (USD), the euro (EUR), the Japanese yen (JPY), the British pound (GBP), the Canadian dollar (CAD), the Australian dollar (AUD), the New Zealand dollar (NZD), the Swedish krona (SEK), and the Norwegian krone (NOK). We want to determine if a USD-based investor’s return/risk profile would be improved when investing in EM assets by using unfunded overlays of DM currency forwards. Finally, we present solutions for non-USD investors, which vary based on the correlations between the home currencies and the EM currency aggregates. Part 1: The USD Perspective 1.1 EM Asset Return Drivers In general, unhedged USD returns for US investors from investing in foreign assets can be decomposed into three parts as shown in the following equation (1): (1+Rd) = (1+Rh) (1+Rc) (1+Rs) ..…..(1) Where, Rd is the unhedged return in USD. Rh is the hedged return in USD using currency forwards. Rc is the carry return resulting from the short-term rate differential between a foreign country and the US. Rs is the spot exchange rate return of a foreign currency vs. the USD (quoted as how many USD per 1 unit of foreign currency). Chart 1A and Chart 1B show the return decompositions of JP Morgan’s (JPM) EM local currency government bonds and MSCI’s EM equities based on equation (1). Chart 1AEM Local Debt USD Return Decomposition EM Local Debt USD Return Decomposition EM Local Debt USD Return Decomposition Chart 1BEM Equities USD Return Decomposition EM Equities USD Return Decomposition EM Equities USD Return Decomposition Hedging reduces both the volatility and returns for both EM local currency bonds and equities; however, the return and volatility reductions are more significant in bonds than in stocks (panel 1 in Chart 1A and Chart 1B). EM currency aggregate indexes implied from JPM and MSCI are different because of the different country compositions. The currency component has been very volatile for both indexes and has generated negative returns during the 18 years from January 2003 to January 2021 (panel 3 in Chart 1A and Chart 1B). The carry component from JPM is sharply higher than that from MSCI, which is also the result of different country compositions (panel 2, Chart 1A and Chart 1B). The carry components from both indexes have very low volatility with positive returns over the 18-year period. Many EM countries had much higher interest rates than the US, therefore a US investor had to be exposed to EM currencies to capture this carry gain. Thus, from a return-enhancing perspective, an investor should hedge only if he/she expects the EM currency spot exchange rate to depreciate more than the implied carry (panel 3, Chart 1A and Chart 1B). The answer may be different from a volatility-reducing perspective, especially for EM debt where currency volatility dominates bond volatility. We plot the return-risk profiles of EM local currency bonds and equities (hedged and unhedged) in Charts 2A, 2B and 2C to show how they behave in different environments compared to US equities, US Treasurys and hedged non-US global government bonds. Table 1 further lists the detailed statistics of all the above-mentioned assets, in addition to the spot currency and carry components implied from JPM’s EM local currency bond index and MSCI’s EM index, ranked by risk-adjusted return. The entire 18-year period (Chart 2A) is also separated into the period with steadily rising EM currencies (1/2003 – 7/2008, Chart 2B) and the period with declining EM currencies (8/2008-1/2021, Chart 2C). Chart 2AUSD Asset Return-Risk Profile For The Entire Period (1/2003-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 2BUSD Asset Return-Risk Profile When EM Currencies Were Strong (1/2003-7/2008) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 2CUSD Asset Return-Risk Profile When EM Currencies Were Weak (8/2008-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Both EM debt and equities had impressive unhedged returns in the period from January 2003 to July 2008 when the EM currency index rose steadily against the USD. Even on a hedged basis, EM bonds still delivered better absolute returns (5.1%) than US Treasurys (4.3%) with lower volatility. In terms of EM equities, although hedged return of 22.8% significantly outpaced US equities (9.7%), the volatility of EM equities (16.8%) was much higher than US equities (9.8%). Interestingly, in the period with declining EM FX from August 2008 to January 2021, hedged EM equities (5.6%) significantly underperformed US equities (11.5%) with comparable volatility, but hedged EM bonds (4.2%) outperformed US Treasurys (3.6%) with comparable volatility, despite the negative carry. It is easy to make the case for EM equities: US investors should not touch EM equities unless they are convinced that EM is entering a sustainably strong absolute return period. There is no need to hedge the currency exposure because the risk reduction is relatively small. In the case of EM local currency debt, the three components of total returns in USD based on equation (1) have distinct characteristics as follows: First, the carry component generated an annualized return of 3.4% with only 0.7% volatility in the entire period, making it the best performer among all the assets in terms of risk-adjusted return, as shown in Table 1. Table 1USD Asset Return-Risk Profile In Different Time Periods Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 3What Drives The Hedged Return Of EM Local Debt? What Drives The Hedged Return Of EM Local Debt? What Drives The Hedged Return Of EM Local Debt? Second, the hedged return or the EM duration return (i.e. the compensation for a US investor to take on EM interest rate and term premia risks), had a better return/risk profile than US Treasurys in terms of both absolute return and risk-adjusted return, regardless of whether the EM currency index rose or fell against the USD. From January 2003 to January 2021, hedged EM debt returned 4.5% with a volatility of 4.1%, giving a 1.1 return per unit of risk, while US Treasurys returned 3.8% with a volatility of 4.3%, resulting in a 0.9 return per unit of risk. This component is mainly driven by the direction of government bonds in the developed markets as shown in Chart 3. Third, from January 2003 to January 2021, the JPM-implied EM currency had the worst return/risk profile with an annualized loss of 1.7% and annualized volatility of 9.1% (Table 1). However, this component was also the most regime-dependent. Between January 2003 and July 2008 it registered an annualized gain of 7.0% and an annualized volatility of 6.2%, in contrast with the annualized loss of 5.2% and annualized volatility of 9.9% from August 2008 to January 2021. Historically, the EM currency as an aggregate, no matter how the aggregate is calculated, closely correlates to commodities as shown in Chart 4. This is because many EM countries are either commodity producers or have significant trading exposure to China, the dominant player influencing commodity prices as shown in Chart 5. Chart 4EM FX Largely Driven By Commodities EM FX Largely Driven By Commodities EM FX Largely Driven By Commodities Chart 5The Commodities-China Link The Commodities-China Link The Commodities-China Link It is a challenge to build a systematic EM currency model due to the complex nature of EM economies. BCA’s FX Strategy team is working on EM currency models by applying the same approach they used for their DM models. BCA’s EMS Strategy team takes a more discretionary approach to forecasting currencies. Below we will explore two options: one for investors who choose to manage an EM FX hedging program directly and another for investors who cannot manage a direct EM currency hedging program but want to improve their return-risk profile in EM assets. 1.2 Momentum-Based Dynamic Hedging Of EM Currencies Price momentum is a useful tool for dynamic hedging as shown in our previous work on DM currency exposure management. A simple rule of hedging back to the home currency when the 12-month price momentum of a foreign currency turns negative adds value for investors with several DM home currencies. Given that the USD is a strong momentum currency, it makes sense to test if a simple 12-month price momentum rule for the EM FX aggregate vs. USD adds any value. The results are encouraging as shown in Chart 6A and Chart 6B and Chart 7A and Chart 7B. Chart 6AMomentum-Based Dynamic Hedging For EM Bonds Momentum-Based Dynamic Hedging For EM Bonds Momentum-Based Dynamic Hedging For EM Bonds Chart 6BMomentum-Based Dynamic Hedging For EM Stocks Momentum-Based Dynamic Hedging For EM Stocks Momentum-Based Dynamic Hedging For EM Stocks In the case of EM local debt, dynamic hedging reduced volatility to 8.4% from an unhedged volatility of 11.7%, while only trimming return slightly compared with the unhedged index (Charts 6A, 7A). For EM equities, dynamic hedging cut volatility to 18.6% from the unhedged volatility of 21.1%, while increasing the return by 25 bps, compared to the unhedged index. (Charts 6B, 7B). Chart 7AEM Local Debt Return-Risk Profiles: Static Hedging* Vs. Dynamic Hedging** Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 7BEM Equities Return-Risk Profiles: Static Hedging* Vs. Dynamic Hedging** Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach These results are directionally encouraging, but this method still requires hedging all EM currencies. The approach may operationally challenge investors who are not equipped to manage EM currency overlays. Bottom Line: Using only price momentum to hedge EM currency aggregates could improve the return-risk profile of both EM debt and equities, even though the improvements would be limited. This is encouraging for our eventual systematic approach for direct EM currency hedging. 1.3 Correlation Hedge Using DM Currencies EM FX is closely correlated with DM commodity currencies, such as the NOK, CAD, AUD, and NZD. As shown in Charts 8A and 8B, even the euro has an average correlation greater than 60% with EM currency aggregates. Only the JPY has an unstable correlation with the EM currencies of less than 25%, while the GBP also has a relative lower correlation. Chart 8AJPM-Implied EM FX* Correlation** With DM FX JPM-Implied EM FX* Correlation** With DM FX JPM-Implied EM FX* Correlation** With DM FX Chart 8BMSCI-Implied EM FX* Correlation** With DM FX MSCI-Implied EM FX* Correlation** With DM FX MSCI-Implied EM FX* Correlation** With DM FX Therefore, a USD-based investor, instead of hedging out EM currency exposure directly, should be able to eliminate part of EM currency volatility by selling lower-yielding DM currencies. This move would diversify his/her source of funding from USD to other DM currencies with high correlations with EM currencies. To test the effect on the return-risk profile, we use an unfunded overlay of 1-month DM currency forwards and rebalance monthly. To begin, we test a static correlation hedge where each of the eight DM currencies is sold individually. Then we test a dynamic correlation hedge where each one is dynamically sold based on the BCA Forex Strategy Team’s Intermediate-Term Timing Model (ITTM), which uses the same indicators described in our DM currency hedging report. To avoid subjective selection bias among the currencies, we also test an equally- weighted basket of eight currencies (AUD, NZD, JPY, GBP, EUR, CAD, NOK, and SEK) for dynamic hedging and an equally- weighted basket of five currencies (GBP, EUR, CAD, NOK, and SEK) for static hedging. The AUD, NZD, and JPY were excluded in the static hedging basket because in general, AUD and NZD had very high carries and JPY had an unstable correlation with EM currencies. The combined results are shown in Chart 9A and Chart 9B. Additionally, Table 2A and Table 2B list the return-risk profiles together with the fully hedged and unhedged EM indexes for equities and local debt. Chart 9AStatic Correlation Hedge For US Investors Static Correlation Hedge For US Investors Static Correlation Hedge For US Investors Chart 9BDynamic Correlation Hedge For US Investors Dynamic Correlation Hedge For US Investors Dynamic Correlation Hedge For US Investors Table 2AEM Debt Funding Source Diversification For USD-Based Investors (2/2003-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Table 2BEM Equity Funding Source Diversification For USD-Based Investors (2/2003-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach For US investors investing in EM local currency bonds, the best risk-adjusted return of 1.08 would come from fully hedging all the EM currencies as shown in Table 2A. Fully-hedged EM debt has the lowest volatility (4.12%), but also the lowest return (4.45%). To achieve a comparable return of unhedged EM debt (6.18%) without incurring the same high volatility (11.71%), however, a USD-based investor could either statically sell the five DM currencies or dynamically sell the eight DM currencies. The resulting risk-adjusted return of 0.8 would still be comparable to US Treasurys as shown in Table 1. US investors investing in EM equities may improve their return-risk profile by funding their positions in DM currencies. If the aim is to maximize risk-adjusted returns, then the choice would be to fund the position by selling the basket of equally weighted five DM currencies using currency forwards (i.e. using a static correlation hedge). In this way, they would achieve a comparable volatility (16.25%) as if all the EM currencies were fully hedged to USD (16.29%), while also achieving a higher return (12.29%) than when all the EM currencies were not hedged (11.71%). The return per unit of risk of 0.76 would be the highest among all the cases as shown in Table 2B and be on par with US equities as shown in Table 1. If investors prefer even higher returns without significantly higher volatility, then dynamically selling an equally weighted basket of eight currencies would achieve an annualized return of 13.03% with a higher volatility of 18.71%, resulting in a risk-adjusted return of 0.7. Bottom Line: USD-based asset allocators should use the hedged EM debt index and the unhedged EM equities index as benchmarks to measure the performance of their asset-class managers. The EM currency exposure should be managed in a currency overlay at the total fund level by either statically or dynamically selling DM currencies using a correlation hedge, depending on the return-risk preferences. Part 2: Non-USD-Perspective Six out of the eight non-USD DM currencies have strong positive correlations with EM currencies as shown in Chart 8A and Chart 8B. Therefore, non-USD investors investing in EM assets should naturally experience less spot-currency volatility (Chart 10A and Chart 10B). Consequently, they do not need to hedge EM currency exposure from a volatility perspective. But what about return enhancement? Should they consider an allocation to EM assets in place of domestic assets? If they do, would the correlation-hedge approach used by USD-based investors benefit them too? Chart 10ADM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency Chart 10BDM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency To find answers to those questions, we compare the return-risk profiles of domestic assets, unhedged EM assets, and correlation-hedged EM assets in Table 3A and Table 3B. For the correlation-hedged results for non-USD investors, we simply use the results for the US investors converted into the non-USD home currencies at spot exchange rates. This way, the return enhancements from the correlation-hedged EM assets compared to the unhedged EM assets would be similar for all nine currencies. Chart 3AEM-Debt* For Non USD-Based Investors Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Table 3BEM-Stocks* For Non USD-Based Investors Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach We find that non-USD investors would do better to avoid local-currency EM debt if their objective is to maximize risk-adjusted returns because domestic government bonds had unbeatably low volatility, resulting in the highest risk-adjusted returns, as shown in Table 3A. But domestic government bonds had lower returns than unhedged EM bonds for all but AUD- and NZD-based investors. To further enhance the return-risk profile, non-USD investors could follow their US counterparts by dynamically diversifying their funding sources, then converting their USD returns into their home currency at spot exchange rates (i.e. not hedging the USD exposure). GBP- and JPY-based investors would benefit the most from a dynamic correlation hedge with higher returns and lower volatility compared with the unhedged case. In the case of EM equities, other than SEK- and NZD-based investors, unhedged EM equities have higher returns on an absolute and risk-adjusted basis compared with domestic equities, with GBP-, JPY- and euro-based investors benefiting the most (Table 3B). Even though NOK-based investors increased their returns by only 1% by putting funds into unhedged EM equities, they enjoy lower volatility than in domestic equities. Unlike the case for EM debt where a static correlation hedge did not improve over an unhedged case, both static and dynamic correlation hedges improve the return/risk profiles relative to the unhedged case, and the dynamic hedge outperforms the static hedge in each country. While domestic equities underperform domestic government bonds in terms of risk-adjusted returns, EM equities outperform EM local currency debt when a dynamic correlation hedge is applied. Even in the unhedged case, EM equities are still a much better choice than EM debt (Chart 11). To evaluate how this could impact an asset allocation, we replace home equity with EM equities in a 60/40 home equity/Treasury portfolio. In this extreme exercise, six of the eight non-USD-based portfolios could generate better return/risk profiles, with only the NZD- and SEK-based portfolios worse off (Chart 12). Chart 11Risk-Adjusted Return: Stocks Minus Bonds Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 12Asset Allocation Implications* Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach     Bottom Line: Non-USD-based investors should avoid EM local debt if their objective is to maximize their risk-adjusted returns. For the purposes of return enhancement, EM equities are a much better choice than EM debt for all investors with the exception of those based in New Zealand and Sweden.   Xiaoli Tang Associate Vice President xiaolit@bcaresearch.com   Footnotes 1,2Please see Global Asset Allocation Special Reports, “Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Equity Investors,” dated September 29, 2017; and "Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Equity Investors (Part II)," dated October 13, 2017. 3 Please see Global Asset Allocation Special Reports, “Why Invest In Foreign Government Bonds?” dated March 12, 2018. 4 Please see "Triennial Central Bank Survey Foreign exchange turnover in April 2019," Bank for International Settlements, dated 16 September 2019.