Inflation Protected

Dear Client, Next week, instead of our regular report, we will be sending you a Special Report from BCA Research’s MacroQuant tactical global asset allocation team. Titled “MacroQuant: A Quantitative Solution For Forecasting Macro-Driven Financial Trends,” this white paper will discuss the purpose, coverage, and methodology of the MacroQuant model. I hope you will find the report insightful. We will be back the following week with the GIS Quarterly Strategy Outlook, where we will explore the major trends that are set to drive financial markets for the rest of 2021 and beyond. We will also be holding a webcast on Thursday, July 8 at 10:00 AM EDT (3:00 PM BST, 4:00 PM CEST, 10:00 PM HKT) to discuss the outlook. Best regards, Peter Berezin Chief Global Strategist Highlights Although the Fed delivered a hawkish surprise on Wednesday, monetary policy is likely to remain highly accommodative for the foreseeable future. We continue to see high US inflation as a long-term risk rather than a short-term problem. Outside of a few industries, wage inflation remains well contained. In those industries suffering from labor shortages, the expiration of emergency unemployment benefits, increased immigration, and the opening up of schools should replenish labor supply. Bottlenecks in the global supply chain are starting to ease. Many key input prices have already rolled over, suggesting that producer price inflation has peaked and is heading down. A slowdown in Chinese credit growth could weigh on metals prices during the summer months, which would further temper inflationary pressures. We are downgrading our view on US TIPS from overweight to neutral. Owning bank shares is a cheaper inflation hedge. Look Who’s Talking The Fed jolted markets on Wednesday after the FOMC signaled it may raise rates twice in 2023. Back in March, the Fed projected no hikes until 2024 (Chart 1). Chart 1Fed Forecasts Converge Toward Market Expectations Seven of 18 committee members expected lift-off as early as 2022, up from four in March. Only five participants expected the Fed to start raising rates in 2024 or later, down from 11 previously. The Fed acknowledged recent upward inflation surprises by lifting its forecast of core PCE inflation to 3.4% for 2021 compared with the March projection of 2.4%. These forecast revisions bring the Fed closer to market expectations, although the latter are proving to be a moving target. Going into the FOMC meeting, the OIS curve was pricing in 85 bps of rate tightening by the end of 2023. At present, the market is pricing in about 105 bps of tightening. At his press conference, Chair Powell acknowledged that FOMC members had discussed scaling back asset purchases. “You can think of this meeting as the ‘talking about talking about’ meeting,” he said. A rate hike in 2023 would imply the start of tapering early next year. The key question for investors is whether this week’s FOMC meeting marks the first of many hawkish surprises from the Fed. We do not think it does. As Chair Powell himself noted, the dot-plot is “not a great forecaster of future rate moves,” before adding that “Lift-off is well into the future.” Ultimately, a major monetary tightening cycle would require that inflation remain stubbornly high. As we discuss below, while there are good reasons to think that the US economy will eventually overheat, the current bout of inflation is indeed likely to be “transitory.” This implies that bond yields are unlikely to rise into restrictive territory anytime soon, which should provide continued support to stocks. Inflation: A Long-Term Risk Rather Than A Short-Term Problem Chart 2Globalization Plateaued More Than A Decade Ago There are plenty of reasons to worry that US inflation will eventually move persistently higher. As we discussed in a recent report, many of the structural factors that have suppressed inflation over the past 40 years are reversing direction: Globalization is in retreat: The ratio of global trade-to-manufacturing output has been flat for over a decade (Chart 2). Looking out, the ratio could even decline as more companies shift production back home in order to gain greater control over unruly global supply chains. Baby boomers are leaving the labor force en masse. As a group, baby boomers control more than half of US wealth (Chart 3). They will continue to run down their wealth once they retire. However, since they will no longer be working, they will no longer contribute to national output. Continued spending against a backdrop of diminished production could be inflationary. Chart 3Baby Boomers Have Accumulated A Lot Of Wealth Despite a pandemic-induced bounce, underlying productivity growth remains disappointing (Chart 4). Slow productivity growth could cause aggregate supply to fall short of aggregate demand. Social stability is in peril, as exemplified by the recent dramatic increase in the US homicide rate. In the past, social instability and higher inflation have gone hand in hand (Chart 5). Chart 4Trend Productivity Growth Has Been Disappointing Chart 5Historically, Social Unrest And Higher Inflation Move In Lock-Step Perhaps most importantly, policymakers are aiming to run the economy hot. A tight labor market will lift wage growth (Chart 6). Not only could higher wage growth push up inflation through the usual “cost-push” channel, but by boosting labor’s share of income, a tight labor market could spur aggregate demand. Despite these structural inflationary forces, history suggests that it will take a while – perhaps another two-to-four years – for the US economy to overheat to the point that persistently higher inflation becomes a serious risk. Consider the case of the 1960s. While the labor market reached its full employment level in 1962, it was not until 1966 – when the unemployment rate was a full two percentage points below NAIRU – that inflation finally took off (Chart 7). Chart 6A Tight Labor Market Eventually Bolsters Wages Chart 7Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s In May, 4.4% fewer Americans were employed than in January 2020 (Chart 8). The employment-to-population ratio for prime-aged workers stood at 77.1%, 3.4 percentage points below its pre-pandemic level (Chart 9). Chart 8US Employment Still More Than 4% Below Pre-Pandemic Levels Chart 9Prime-Age Employment-To-Population Ratio Remains Below Pre-Pandemic Levels A Labor Market Puzzle Admittedly, if one were to ask most companies if they were finding it easy to hire suitable workers, one would hear a resounding “no.” According to the National Federation of Independent Business (NFIB), 48% of firms reported difficulty in filling vacant positions in May, the highest share in the 46-year history of the survey (Chart 10). Chart 10US Labor Market Shortages (I) Chart 11US Labor Market Shortages (II)   Nationwide, the job openings rate reached a record high of 6% in April, up from 4.5% in January 2020. The share of workers quitting their jobs voluntarily – a measure of worker confidence – also hit a record of 2.7% (Chart 11). How can we reconcile the apparent tightness in the labor market with the fact that employment is still well below where it was at the outset of the pandemic? Four explanations stand out. First, unemployment benefits remain extremely generous. For most low-wage workers, benefits exceed the pay they received while employed. It is not surprising that labor shortages have been most pronounced in sectors such as leisure and hospitality where average wages are relatively low (Chart 12). The good news for struggling firms is that the disincentive to working will largely evaporate by September when enhanced unemployment benefits expire. Chart 12Labor Scarcity Prevalent In Low-Wage Sectors Chart 13School Closures Have Curbed Labor Supply Second, lingering fears of the virus and ongoing school closures continue to depress labor force participation. Chart 13 shows that participation rates have recovered less for mothers with young children than for other demographic groups. This problem will also fade away by the fall when schools reopen. Third, the number of foreign workers coming to the US fell dramatically during the pandemic. State Department data show that visas dropped by 88% in the nine months between April and December of last year compared to the same period in 2019 (Chart 14). President Biden revoked President Trump’s visa ban in February, which should pave the way for renewed migration to the US. Chart 14US Migrant Worker Supply Is Depressed Chart 15The Pandemic Accelerated Early Retirement   Fourth, about 1.5 million more workers retired during the pandemic than one would have expected based on the pre-pandemic trend (Chart 15). Most of these workers were near retirement age anyway. Thus, there will likely be a decline in new retirements over the next couple of years before the baby boomer exodus described earlier in this report resumes in earnest. Other Input Prices Set To Ease Just as labor shortages in a number of industries will ease later this year, some of the bottlenecks gripping the global supply chain should also diminish. The prices of various key inputs – ranging from lumber, steel, soybeans, corn, to DRAM prices – have rolled over (Chart 16). This suggests that producer price inflation for manufactured goods, which hit a multi-decade high of 13.5% in May – has peaked and is heading lower. Chart 16Input Prices Have Rolled Over The jump in prices largely reflected one-off pandemic effects. For example, rental car companies, desperate to raise cash at the start of the pandemic, liquidated part of their fleets. Now that the US economy is reopening, they have found themselves short of vehicles. With fewer rental vehicles hitting the used car market, households flush with cash, and new vehicle production constrained by the global semiconductor shortage, both new and used car prices have soared. Vehicle prices have essentially moved sideways since the mid-1990s (Chart 17). Thus, it is doubtful that the recent surge in prices represents a structural break. More likely, prices will come down as supply increases. According to a recent report from Goldman Sachs, auto production schedules already imply an almost complete return to January output levels in June. Chart 17Vehicle Prices Have Essentially Moved Sideways Since The Mid-1990s Chart 18Rebounding Pandemic-Affected Services Prices Are Pushing Up Overall CPI As Chart 18 shows, more than half of the increase in consumer prices in April and May can be explained by higher vehicle prices, along with a rebound in pandemic-affected service prices (airfares, hotels, and event admissions). Outside those sectors, the level of the CPI remains below its pre-pandemic trend (Chart 19). Chart 19Unwinding Of "Base Effects"   Chart 20"Supercore" Inflation Measures Remain Well Contained More refined measures of underlying inflation such as the trimmed-mean CPI, median CPI, and sticky price CPI are all running well below their official core CPI counterpart (Chart 20). While certain components of the CPI basket, such as residential rental payments, are likely to exhibit higher inflation in the months ahead, others such as vehicle and food prices will see lower inflation, and perhaps even outright deflation. Slower Chinese Credit Growth Should Temper Commodity Inflation Chart 21Chinese Credit Growth And Metal Prices Move Together Chinese credit growth and base metals prices are strongly correlated (Chart 21). We do not expect the Chinese authorities to embark on a new deleveraging campaign. Credit growth has already fallen back to 11%, which is close to the prior bottom reached in late-2018. Nevertheless, to the extent that changes in Chinese credit growth affect commodity prices with a lag of about six months, metals prices could struggle to maintain altitude over the summer months. China’s plan to release metal reserves into the market could further dampen prices. We remain short the global copper ETF (COPX) relative to the global energy ETF (IXC) in our trade recommendations. The trade is up 18.4% since we initiated on May 27, 2021. We will close this trade if it reaches our profit target of 30%. Bank Shares Are A Better Hedge Against Inflation Than TIPS We have been overweight TIPS in our view matrix. However, with 5-year/5-year forward breakevens trading near pre-pandemic levels, any near-term upside for inflation expectations is limited (Chart 22). As such, we are downgrading TIPS from overweight to neutral in our fixed-income recommendations. Investors looking to hedge inflation risk should consider bank shares. Our baseline view is that the 10-year Treasury yield will rise to about 1.9% by the end of the year. If inflation fails to come down as fast as we anticipate, bond yields would increase even more than that. Chart 23 shows that banks almost always outperform the S&P 500 when bond yields are rising. Chart 22Limited Near-Term Upside For Inflation Expectations Chart 23Bank Shares Thrive in A Rising Yield Environment   Banks are also cheap. US banks trade at 12.2-times forward earnings compared with 21.9-times for the S&P 500. Non-US banks trade at 10-times forward earnings compared to 16.4-times for the MSCI ACW ex-US index. Finally, we like gold as a long-term inflation hedge. We would go long gold in our structural trade recommendations if the price were to fall to $1700/ounce. Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Highlights Chart 1Tracking Nonfarm Payrolls With 12-month PCE inflation already above the Fed’s 2% target, it is progress toward the Fed’s “maximum employment” goal that will determine both the timing of Fed liftoff and whether bond yields rise or fall. On that note, the bond market is currently priced for Fed liftoff in early 2023. We also calculate that average monthly nonfarm payroll growth of between 378k and 462k is required to meet the Fed’s “maximum employment” goal by the end of 2022, in time for an early-2023 rate hike. It follows from this analysis that any monthly employment print above +462k should be considered bond-bearish and any print below +378k should be considered bond-bullish (Chart 1). In that light, May’s +559k print is bond-bearish, and we anticipate further bond-bearish employment reports in the coming months as COVID fears fade and people return to a labor market that is already awash with demand. Investors should maintain below-benchmark portfolio duration in US bond portfolios and also continue to favor spread product over duration-matched Treasuries. Feature Table 1Recommended Portfolio Specification Table 2Fixed Income Sector Performance Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 47 basis points in May, bringing year-to-date excess returns up to +159 bps. The combination of above-trend economic growth and accommodative monetary policy supports positive excess returns for spread product versus Treasuries. At 142 bps, the 2/10 Treasury slope is very steep and the 5-year/5-year forward TIPS breakeven inflation rate sits at 2.27% - almost, but not quite, within the 2.3% to 2.5% range that the Fed considers “well anchored”.1 The message from these two indicators is that the Fed is not yet ready for monetary conditions to turn restrictive. Despite the positive macro back-drop, investment grade corporate valuations are extremely tight. The investment grade corporate index’s 12-month breakeven spread is almost at its lowest since 1995 (Chart 2). Though we retain a positive view of spread product as a whole, tight valuations cause us to recommend only a neutral allocation to investment grade corporates. We prefer high-yield corporates, municipal bonds and USD-denominated Emerging Market Sovereigns. Last week, the Fed announced that it will wind down its corporate bond portfolio over the coming months. The corporate bond purchase facility has not been operational since December 2020, meaning that the corporate bond market has been functioning without an explicit Fed back-stop for all of 2021. The portfolio itself is also quite small compared to the size of the corporate bond market. As a result, we anticipate no material impact on spreads. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* Table 3BCorporate Sector Risk Vs. Reward* High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 8 basis points in May, bringing year-to-date excess returns up to +343 bps. In a recent 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 3.3% (Chart 3). Using a model of the speculative grade default rate that is based on gross corporate leverage (pre-tax profits over total 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 corporate debt binge will moderate in 2021. According to our model, 30% profit growth and 2% debt growth is consistent with a default rate of 3.4%, very close to what is priced into junk spreads. Given that the large amount of fiscal stimulus coming down the pike makes the Fed’s 6.5% real GDP growth forecast look conservative, 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 Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 36 basis points in May, dragging year-to-date excess returns down to -9 bps. The nominal spread between conventional 30-year MBS and equivalent-duration Treasuries widened 7 bps in May. The spread remains wide compared to recent history, but it is still tight compared to the pace of mortgage refinancings (Chart 4). The conventional 30-year MBS option-adjusted spread (OAS) currently sits at 24 bps. This is considerably below the 51 bps offered by Aa-rated corporate bonds and the 27 bps offered by Agency CMBS. It is only slightly more than the 18 bps offered by Aaa-rated consumer ABS. All in all, value in MBS is not appealing compared to other similarly risky sectors. In a recent report, we looked at MBS performance and valuation across the coupon stack.3 We noted that the higher convexity of high-coupon MBS makes them likely to outperform lower-coupon MBS in a rising yield environment. Higher coupon MBS also have greater OAS than lower coupons. This makes the high-coupon MBS more likely to outperform in a flat bond yield environment as well. Given our view that bond yields will be flat-to-higher during the next 6-12 months, we recommend favoring high coupons over low coupons within an overall underweight allocation to Agency MBS. Government-Related: Neutral Chart 5Government-Related Market Overview The Government-Related index outperformed the duration-equivalent Treasury index by 15 basis points in May, bringing year-to-date excess returns up to +87 bps (Chart 5). Sovereign debt outperformed duration-equivalent Treasuries by 32 bps in May, bringing year-to-date excess returns up to +53 bps. Foreign Agencies outperformed the Treasury benchmark by 2 bps on the month, bringing year-to-date excess returns up to +37 bps. Local Authority bonds outperformed by 30 bps in May, bringing year-to-date excess returns up to +360 bps. Domestic Agency bonds and Supranationals both outperformed by 8 bps, bringing year-to-date excess returns up to +27 bps and +24 bps, respectively. We recently took a detailed look at USD-denominated Emerging Market (EM) Sovereign valuation.4 We found that, on an equivalent-duration basis, EM Sovereigns offer a spread advantage over investment grade US corporates. Attractive countries include: Qatar, UAE, Saudi Arabia, Indonesia, Mexico, Russia and Colombia. We prefer US corporates over EM Sovereigns in the high-yield space where there is still some value left in US corporate spreads and where the EM space is dominated by distressed credits like Turkey and Argentina. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal bonds underperformed the duration-equivalent Treasury index by 21 basis points in May, dragging year-to-date excess returns down to +286 bps (before adjusting for the tax advantage). We took a detailed look at municipal bond performance and valuation in a recent report and came to the following conclusions.5 First, the economic and policy back-drop is favorable for municipal bond performance. The recently enacted American Rescue Plan includes $350 billion of funding for state & local governments, a bailout that comes after state & local government revenues already exceeded expenditures in 2020 (Chart 6). President Biden has also proposed increasing income tax rates. However, there may not be time to pass these tax hikes before the 2022 midterm elections. Second, Aaa-rated municipal bonds look expensive relative to Treasuries (top panel). Muni investors should move down in quality to pick up additional yield. Third, General Obligation (GO) and Revenue munis offer better value than investment grade corporates with the same credit rating and duration, particularly at the long-end of the curve. Revenue munis in the 12-17 year maturity bucket offer a before-tax yield pick-up versus corporates. GO munis offer a breakeven tax rate of just 7% (panel 2). Fourth, taxable munis offer a yield advantage over investment grade corporates that investors should take advantage of (panel 3). Finally, high-yield muni spreads are reasonably attractive relative to high-yield corporates, offering a breakeven tax rate of 22% (panel 4). But despite the attractive spread, we recommend only a neutral allocation to high-yield munis versus high-yield corporates as the deep negative convexity of high-yield munis makes them prone to extension risk if bond yields gap higher. Treasury Curve: Buy 5-Year Bullet Versus 2/30 Barbell Chart 7Treasury Yield Curve Overview Treasury yields fell in May, with the 5-10 year part of the curve benefiting the most. The 7-year yield fell 8 bps in May while the 5-year and 10-year yields both fell 7 bps. Yield declines were smaller for shorter (< 5-year) and longer (> 10-year) maturities. The 2/10 Treasury slope flattened 5 bps to end the month at 144 bps. The 5/30 Treasury slope steepened 3 bps to end the month at 147 bps (Chart 7). We recently changed our recommended yield curve position from a 5 over 2/10 butterfly to a 5 over 2/30 butterfly.6 In making the switch we noted that the slope of the Treasury curve has behaved differently since bond yields peaked in early April. Prior to April, the rise in bond yields was concentrated at the very long-end (10-year +) of the curve. During the past two months, the belly of the curve (5-7 years) has seen more volatility. We conclude that we are now close enough to an expected Fed liftoff date that further significant increases in yields will be met with a flatter curve beyond the 5-year maturity point and that the 5-year and 7-year notes are likely to benefit the most if bond yields dip. We also observe an exceptional yield pick-up of +33 bps in the 5-year bullet over a duration-matched 2/30 barbell. Given our view that bond yields will be flat-to-higher during the next 6-12 months, we recommend buying the 5-year bullet over a duration-matched 2/30 barbell to take advantage of the strong positive carry in a flat yield environment, and as a hedge against our below-benchmark portfolio duration stance. TIPS: Neutral Chart 8TIPS Market Overview TIPS outperformed the duration-equivalent nominal Treasury index by 86 basis points in May, bringing year-to-date excess returns up to +484 bps. The 10-year and 5-year/5-year forward TIPS breakeven inflation rates rose 1 bp and 2 bps on the month, respectively. At 2.42%, the 10-year TIPS breakeven inflation rate is near the top-end of the 2.3% to 2.5% range that is consistent with inflation expectations being well anchored around the Fed’s target (Chart 8). Meanwhile, at 2.27%, the 5-year/5-year forward TIPS breakeven inflation rate is just below the target band (panel 3). With long-maturity breakevens already consistent (or close to consistent) with the Fed’s target, they have limited upside going forward. The Fed has so far welcomed rising TIPS breakeven inflation rates, but it will have an increasing incentive to lean against them if they continue to move up. We also think that the market has priced-in an overly aggressive inflation outlook at the front-end of the curve. The 1-year and 2-year CPI swap rates stand at 3.76% and 3.12%, respectively. There is a good chance that these lofty inflation expectations will not be confirmed by the actual data. With all that in mind, investors should maintain a neutral allocation to TIPS versus nominal Treasuries and also a neutral posture towards the inflation curve (panel 4). The inflation curve could steepen somewhat in the near-term if short-maturity inflation expectations moderate, but we expect the curve to remain inverted for a long time yet. An inverted inflation curve is more consistent with the Fed’s Average Inflation Target than a positively sloped one, and it should be considered the natural state of affairs moving forward. ABS: Overweight Chart 9ABS Market Overview Asset-Backed Securities outperformed the duration-equivalent Treasury index by 13 basis points in May, bringing year-to-date excess returns up to +33 bps. Aaa-rated ABS outperformed by 13 bps on the month, bringing year-to-date excess returns up to +26 bps. Non-Aaa ABS outperformed by 12 bps on the month, bringing year-to-date excess returns up to +70 bps. The stimulus from last year’s CARES act led to a significant increase in household savings when individual checks were mailed in April 2020. This excess savings has still not been spent and, already, the most recent round of stimulus checks is pushing the savings rate higher again (Chart 9). The extraordinarily large stock of household savings means that the collateral quality of consumer ABS is also extraordinarily high. Indeed, many households have been using their windfalls to pay down consumer debt (bottom panel). Investors should remain overweight consumer ABS and should also take advantage of the high quality of household balance sheets by moving down the quality spectrum.     Non-Agency CMBS: Neutral Chart 10CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 41 basis points in May, bringing year-to-date excess returns up to +163 bps. Aaa Non-Agency CMBS outperformed Treasuries by 27 bps in May, bringing year-to-date excess returns up to +78 bps. Non-Aaa Non-Agency CMBS outperformed by 84 bps, bringing year-to-date excess returns up to +453 bps (Chart 10). Though returns have been strong and spreads remain attractive, particularly for lower-rated CMBS, we continue to recommend only a neutral allocation to the sector because of the structurally challenging environment for commercial real estate. Even with the economic recovery well underway, commercial real estate loan demand continues to weaken and banks are not making lending standards more accommodative (panels 3 & 4). Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 37 basis points in May, bringing year-to-date excess returns up to +125 bps. The average index option-adjusted spread tightened 7 bps on the month and it currently sits at 27 bps (bottom panel). Though Agency CMBS spreads have completely recovered their pre-COVID levels, 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 May 28TH, 2021) Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As Of May 28TH, 2021) 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 57 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 57 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) 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 May 28TH, 2021) Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 For further discussion of how we assess the state of monetary policy vis-à-vis spread product please see US Bond Strategy Weekly Report, “Lower For Longer, Then Faster Than You Think”, dated May 25, 2021. 2 Please see US Bond Strategy Weekly Report, “That Uneasy Feeling”, dated March 30, 2021. 3 Please see US Bond Strategy Weekly Report, “A New Conundrum”, dated April 20, 2021. 4 Please see US Bond Strategy Weekly Report, “Searching For Value In Spread Product”, dated January 26, 2021. 5 Please see US Bond Strategy Weekly Report, “Making Money In Municipal Bonds”, dated April 27, 2021. 6 Please see US Bond Strategy Weekly Report, “Entering A New Yield Curve Regime”, dated May 11, 2021.

特別レポート

Highlights House prices are rising rapidly across the developed markets, in response to the extraordinary monetary and fiscal policy stimulus implemented to fight the pandemic. Evidence points to the house price surge being driven by monetary policy that has left real interest rates far below equilibrium levels. Supply factors are a secondary cause of the house price boom. Financial stability risks stemming from rising house prices are less acute than the pre-2008 experience, as overall household leverage has grown more slowly during the pandemic and global banks are better capitalized. Rapidly rising house prices are forcing some central banks to turn less accommodative earlier than expected. The recent hawkish turns by the Bank of Canada and Reserve Bank of New Zealand may be canaries in the coal mine for other central banks – perhaps even the Fed – if house prices and household leverage start rising together. Feature The COVID-19 pandemic led to the sharpest economic recession since World War II, alongside an enormous rise in unemployment. Consensus expectations call for the output gap to be closed (or mostly closed) in most advanced economies by the end of this year, but it remains an open question how quickly these economies will be able to return to full employment amid potentially permanent shifts in demand for office space and goods sold at physical, “brick and mortar” retail locations. Despite this sizeable and swift economic shock, house price appreciation accelerated last year in the developed world. Chart 1 highlights that US house prices rose at an 18% annualized pace in the second half of 2020, whereas they accelerated at a high-single digit pace in developed markets ex-US (on a GDP-weighted basis). This, in conjunction with a sharp rise in the household sector credit-to-GDP ratio (Chart 2), has unnerved some investors while raising questions about the implications for monetary policy. Chart 1House Prices Are Surging Around The World Chart 2Rising Fears About Deteriorating Household Balance Sheets Before we discuss the investment implications of the global housing boom, however, we must first accurately determine the reasons why it is happening. The Work-From-Home Effect: Less Than Meets The Eye When analyzing the surprising behavior of the housing market last year, the working-from-home effect brought upon by the pandemic emerges as an obvious factor potentially explaining house price gains. Last year, following recommended or mandatory stay-at-home orders from governments, most office-based businesses rapidly shifted to work-from-home arrangements as an emergency response. However, in the month or two following the beginning of stay-at-home orders, several national US surveys found many office workers preferred the flexibility afforded by work-from-home arrangements. Many employers, correspondingly, found that the productivity of their employees did not suffer while working from home, or that it even improved. Several prominent corporations in the US have subsequently made some work-from-home options permanent, or even allowed employees to work from offices in a different city than they did prior to the pandemic. Newfound work-from-home options have undoubtedly created new demand for housing, and thus explained the surge in house prices seen over the past year in the minds of some investors. However, in our view, evidence from the US, the UK, and France suggests that the work-from-home effect better explains differences in price gains across housing types and within large metropolitan areas, rather than aggregate or national-level changes in house prices. Chart 3 provides some quantification of the impact of work-from-home policies by plotting US resident migration patterns by city. This data has been compiled by CBRE, and the impact of COVID is shown as the change in net move-ins from 2019 to 2020 per 1000 people. This helps control for the underlying migration pattern that existed in US cities prior to the pandemic. Chart 3Work From Home Policies Have Impacted Migration Trends… The chart highlights that the negative migration impact from COVID has been mostly concentrated in New York City and the three most populous cities on the West Coast (by metro area): Los Angeles, San Francisco, and Seattle. And yet, Chart 4 highlights that house price inflation in these four cities has accelerated to a double-digit pace, only modestly below the national average. Chart 4...But Cities With Outward Migration Still Have Very Strong House Price Gains The house price indexes shown in Chart 4 represent aggregate, metro area trends, and clearly some regions within these metro areas have experienced house price deceleration or outright deflation versus gains in areas outside the urban core. But Chart 5 highlights that house prices have declined in Manhattan basically in line with the change in net move-ins as a share of the population, underscoring that double-digit metro area-wide house price gains appear to be vastly disproportionate to changes in net migration. Similarly, Chart 6 highlights that rents decelerated in the US over the past year but remained in positive territory and grew at a 3.5% annualized rate from February to April. Chart 5In Manhattan, House Prices Have Tracked Net Migration Chart 6Rent Costs Have Decelerated, But Have Not Contracted Evidence from Paris and London also suggests that a work-from-home effect is insufficient to explain broad house price gains. Panel 1 of Chart 7 highlights that house prices in France have accelerated significantly, but that apartment prices have decelerated only fractionally in lockstep. Panel 2 shows that the acceleration in house prices does reflect a work-from-home effect, as prices have risen faster in inner Parisian suburbs. Panel 3, however, highlights that Parisian apartment prices, the dominant property type in the urban core, have decelerated modestly. Chart 8 highlights that house price gains have not even decelerated in greater London; they have been merely been modestly outstripped by gains in Outer South East (outside of the Outer Metropolitan Area). Chart 7In France, Parisian Apartment Prices Are Simply Lagging, Not Falling Chart 8In The UK, Greater London Property Prices Are Accelerating     The Policy Effect: The Fundamental Driver Of The Housing Market Despite the broader location flexibility that work-from-home policies now provide to potential homeowners, it seems inconceivable that the housing market would have responded in the manner that it has over the past year given the size of the economic shock brought on by the pandemic without significant support from policy. Above-the-line fiscal measures to the pandemic have totaled in the double-digits in advanced economies (Chart 9), and monetary policy has contributed to easier financial conditions via rate cuts, asset purchases, and sizeable programs to support financial market liquidity. Chart 9There Has Been A Massive Fiscal Policy Response To The Crisis In fact, Charts 10-13 present compelling evidence that fiscal and monetary policy have been the core drivers of significant house price gains over the past year. Charts 10 and 11 plot the above-the-line fiscal response of advanced economies against the year-over-year growth rate in house prices as well as its acceleration (the change in the year-over-year growth rate). The charts show a clearly positive relationship, with a stronger link between the pandemic fiscal response and the acceleration in house prices. Chart 10Differences In Last Year’s Fiscal Response… Chart 11…Help Explain Differences In House Price Gains Chart 12Pre-Pandemic Differences In The Monetary Policy Stance… Chart 13…Do An Even Better Job Of Explaining 2020 House Price Gains   Charts 12 and 13 highlight the even stronger link between house prices and the pre-pandemic monetary policy stance in advanced economies, defined as the difference between each country’s 2-year government bond yield and its Taylor Rule-implied policy interest rate as of Q4 2019. We construct each country’s Taylor Rule using the original specification, with core consumer price inflation, a 2% inflation target, and real potential GDP growth as the definition of the real equilibrium interest rate. The charts make it clear that easy monetary policy strongly explains house price gains in 2020, particularly the year-over-year percent change rather than its acceleration. This makes sense, given that monetary policy was already quite easy in many countries at the onset of the pandemic – meaning that changes were less pronounced than they would have been had interest rates been higher. The explanation that emerges from Charts 10-13 is that historic fiscal easing, combined with an easy starting point for monetary policy – that became even easier last year – enabled demand from work-from-home policies to manifest during an extremely severe recession. We agree that work-from-home policies have shifted the geographic preferences of some home buyers and likely provided a new source of net demand from renters in urban cores purchasing homes in outlying areas. But we strongly doubt that the net effect of work-from-home policies in the midst of an extreme shock to economic activity would have caused the rise in house prices that we have observed, certainly not to this level, without major support from policy. This underscores that policy, and not the work-from-home effect, has and will likely remain the core driver of the global housing market. The Supply Effect: Mostly A Red Herring Chart 14Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment One perennial question that emerges when analyzing the housing market, particularly in markets with outsized house price gains, is the impact of constrained supply. It is frequently argued that constrained supply is squeezing prices higher in many markets, and that the appropriate policy solution to extreme house price gains is to enable widespread housing construction – not to raise interest rates. We do not rule out the potential impact of constrained supply in certain cities or regional housing markets, and we have highlighted in previous research that a positive relationship does exist between population density in urban regions and median house price-to-income ratios.1 But as a broad explanation for supercharged house price gains, the supply argument appears to fall flat. Chart 14 presents the most standardized measure of cross-country housing supply available for several advanced economies, the trend in real residential investment relative to real GDP over time. These series are all rebased to 100 as of 1997, prior to the 2002-2007 US housing market boom. The chart makes it clear that advanced economies generally fall into two groups based on this metric: those that have seen declines in real residential investment relative to GDP, especially after the global financial crisis (panel 1), and those that have experienced either an uptrend in housing construction relative to output or have seen a flat trend (panel 2). If scarce housing supply was the core driver of outsized house price gains, then we would expect to see stronger gains in the countries shown in panel 1 and smaller gains in the countries shown in panel 2. In fact, mostly the opposite is true: Charts 15 and 16 highlight that the relationship between the level of these indexes today relative to their 1997 or 2005 levels is positively related to the magnitude of house price gains last year, suggesting that housing market supply has generally been responding to demand over the past decade. The US and possibly New Zealand stand as possible exceptions to the trend, suggesting that relatively scarce supply may be boosting prices even further in these markets beyond what fiscal and monetary policy would suggest. Chart 15Countries That Have Seen A Stronger Pace Of Residential Investment… Chart 16…Have Experienced Stronger House Price Gains   Chart 17Is This Not Enough Supply, Or Too Much Demand? As a final point about the inclination of investors to gravitate towards supply-side arguments related to the housing market, Chart 17 presents a simple thought experiment. The chart shows a simple housing supply-demand curve diagram, in a scenario where the demand curve for housing has shifted out more than the supply curve has (thus raising house prices). Is this a scenario in which supply is too tight? Or is it a case in which demand is too strong? In our view, the tight supply answer is reasonable in circumstances where the increase in demand is normal or otherwise sustainable. But Charts 10-13 clearly showed that housing demand is being boosted by easy policy, which in the case of some countries has occurred for years: interest rates have remained well below levels that macroeconomic theory would traditionally consider to be in equilibrium, and this has occurred alongside significant household sector leveraging (Chart 18). As such, in our view, investors should be more inclined to view the global housing market as generally being driven by demand-side rather than supply-side factors. This Is Not 2007/08 … Yet We highlighted in Chart 2 above that the household sector debt-to-GDP ratio increased sharply last year, which has raised some questions about debt sustainability among investors. For the most part, the rise in this ratio actually reflects denominator effects (namely a sharp contraction in nominal GDP) rather than a huge surge in household debt. Chart 19 shows BIS data for the annual growth in total household debt in developed economies was roughly stable last year, at least until Q3 (the most recent datapoint available from the BIS). Chart 18Low Interest Rtaes Have Fueled Household Leveraging Chart 19Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Chart 20US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth But Chart 19 shows the recent trend in total household debt, which masks diverging mortgage and non-mortgage debt trends. In the US, euro area, Canada, and Sweden, household mortgage debt has accelerated to varying degrees, underscoring that households have likely paid down non-mortgage debt with some of the savings that they have accumulated from a significant reduction in spending on services. Chart 20 shows this effect directly in the case of the US; mortgage debt growth accelerated by roughly 1.5 percentage points in the second half of the year, whereas consumer credit growth (made up of student loans, auto loans, credit cards, and other revolving credit) decelerated significantly. This aligns with data showing that US households have used some of their savings windfall to pay down their credit card balances. This changing mix within household debt - less higher-interest-rate consumer credit, more lower-interest-rate collateralized mortgage debt – could, on the margin, help mitigate financial stability risks from the housing boom by moderating overall debt service burdens. The starting point for the latter matters, though, in accurately assessing the risks from rising house prices and increased mortgage debt, particularly in countries where household debt levels are already high. According to data from the BIS, the US already has one of the lowest household debt service ratios (7.6%) among the developed economies (Chart 21).2 This compares favorably to the double-digit debt service ratios in the “higher-risk” countries like Canada (12.6%), Sweden (12.1%) and Norway (16.2%). On top of that, US commercial banks have become far more prudent with mortgage loan underwriting standards since the 2008 financial crisis. The New York Fed’s Household Debt and Credit report shows that an increasing majority of mortgage lending made by US banks since the 2008 crisis has been to those with very high FICO credit scores (Chart 22). This is in sharp contrast to the steady lending to “subprime” borrowers with poor credit scores that preceded the 2008 financial crisis. The median FICO score for new mortgage originations as of Q1 2021 was 788, compared to 707 in Q4 2006 at the peak of the mid-2000s US housing boom. Chart 21Diverging Trends In Global Household Debt Servicing Costs Chart 22US Banks Have Become More Prudent With Mortgage Lending   US bank balance sheets are also now less directly exposed to a fall in housing values. Residential loans now represent only 10% of the assets on US bank balance sheets, compared to 20% at the peak of the last housing bubble (Chart 23). This puts the US in the “lower-risk” group of countries in Europe, the UK and Japan where mortgages are less than 20% of bank balance sheets. This compares favorably to the “higher risk” group of countries where residential loans are a far larger share of bank assets (Chart 24), like Canada (32%), New Zealand (49%), Sweden (45%) and Australia (40%). Chart 23Banks Have Limited Direct Exposure To Housing Here Chart 24Banks Are Far More Exposed To Housing Here   Like nature, however, the financial ecosystem abhors a vacuum. “Non-bank” mortgage lenders have filled the void from traditional US banks reducing their lending to lower-quality borrowers, and they now represent around two-thirds of all US mortgage origination, a big leap from the 20% origination share in 2007. Non-bank lenders have also taken on growing shares of new mortgage origination in other countries like the UK, Canada and Australia. Chart 25Global Banks Can Withstand A Housing Shock Non-bank lenders do not take deposits and typically fund themselves via shorter-term borrowings, which raises the potential for future instability if credit markets seize up. These lenders also, on average, service mortgages with a higher probability of default, so they are exposed to greater credit losses when house prices decline. However, the risk of a full-blown 2008-style commercial banking crisis, with individual depositors’ funds at risk from a bank failure, are reduced with a greater share of riskier mortgage lending conducted by non-bank entities. This is especially true with global commercial banks far better capitalized today, with double-digit Tier 1 capital ratios (Chart 25), thanks to regulatory changes made after the Global Financial Crisis. Net-net, we conclude that the overall financial stability implications of the current surge in house prices in the developed economies are relatively modest on average. The acceleration in mortgage growth has occurred alongside reductions in non-mortgage growth, at a time when banks are better able to withstand a shock from any sustained future downturn in house prices. However, if house prices continue to accelerate and new homebuyers are forced to take on ever increasing amounts of mortgage debt, financial stability issues could intensify in some countries. Services spending will recover in a vaccinated post-COVID world, as economies reopen and consumer confidence improves, which will likely end the trend of falling non-residential consumer debt offsetting rising mortgage debt in countries like the US and Canada. Overall levels of household debt could begin to rise again relative to incomes, building up future financial stability risks when central banks begin to normalize pandemic-related monetary policies – a process that has already started in some countries because of the housing boom. The Monetary Policy Implications Of Surging House Prices Rapidly appreciating house prices are becoming an area of concern for policymakers in countries like Canada and New Zealand, where the affordability of housing is becoming a political, as well as an economic, issue. In the case of New Zealand, the government has actually altered the remit of the Reserve Bank of New Zealand (RBNZ) to more explicitly factor in the impact of monetary policy on housing costs. The Bank of Canada announced in April that it would taper its pace of government debt purchases and signaled that its decision was based, at least in small part, on signs of speculative behavior in Canada’s housing market. Macroprudential measures like limiting loan-to-value ratios of new mortgage loans are a policy option that governments in those countries have already implemented to try and cool off housing demand. Yet while such measures can help alleviate demand-supply mismatches in certain cities and regions, the efficacy of such measures in sustainably slowing the ascent of house prices on a national scale is unclear. In the April 2021 IMF Global Financial Stability Report, researchers estimated that, for a broad group of countries, the implementation of a new macro-prudential measure designed to cool loan demand reduced national household debt/GDP ratios by a mere one percentage point, on average, over a period encompassing four years.3 If macroprudential measures are that ineffective in sustainably reducing demand for mortgage loans, then the burden of slowing house price appreciation will have to fall on the more blunt instruments of monetary policy. Importantly, surging house price inflation is not likely to give a boost to realized inflation measures – an important issue given the current backdrop of rapidly rising realized inflation rates in many countries. Housing costs do represent a significant portion of consumer price indices in many developed countries, ranging from 19% in New Zealand to 33% in the US (Chart 26), with the euro area being the outlier with housing having a mere 2% weighting in the headline inflation index. Chart 26A Limited Impact On Actual Inflation From Housing Yet those so-called “housing” categories overwhelmingly measure only housing rental costs and not actual house prices. This is an important distinction because rents – which are often imputed measures like in the US and not even actual rental costs - are rising at a far slower pace than actual house prices in most countries, so the housing contribution to realized inflation is relatively modest. So the good news is that booming house prices will not worsen the acceleration of realized global inflation that has concerned investors and policymakers in 2021. Yet that does not mean that central bankers will not be forced to tighten policy to cool off red-hot housing demand that is clearly being fueled by persistently negative real interest rates. In Chart 27 and Chart 28, we show both nominal and real policy interest rates for the “lower risk” and “higher risk” country groupings that we described earlier. The real policy rates are nominal policy rates versus realized headline CPI inflation. The dotted lines in the charts represent the future path of rates discounted by markets. Specifically, the projection for nominal rates is taken from overnight index swap (OIS) forward curves, while the projection for real rates is calculated by subtracting the discounted path of inflation expectations extracted from CPI swap forwards. Chart 27Markets Discounting Negative Real Rates For The Next Decade Chart 28Negative Real Rates Are Unsustainable During A Housing Bubble   There are two key takeaways from these charts: Real policy interest rates are at or very close to the most deeply negative levels seen since the 2008 financial crisis. Markets are discounting that real rates will be at or below 0% for most of the next decade. Admittedly, there is room for debate over what the equilibrium level of real interest rates (a.k.a. “r-star”) should be in the coming years. However, we deem it a major stretch to believe that real rates need to be persistently low or negative for the next ten years to support even trend growth across the developed economies. In our view, the current boom in housing demand and mortgage borrowing provides clear evidence that negative real rates are below equilibrium and, thus, are stimulating credit demand. Thus, the only way for a central bank to cool off housing demand will be to raise both nominal and, more importantly, real interest rates. Canada and New Zealand will be the “canaries in the coal mine” among developed market central banks for such a move. According to the latest Bank of Canada Financial Stability Review, nearly 22% of Canadian mortgages are highly levered, with a loan-to-value ratio greater than 450%, a greater share of such mortgages than during the 2016/17 housing boom (Chart 29). Canadian house prices have risen to such an extent that home prices in major cities like Toronto, Vancouver and Montreal are among the most expensive in North America.4  Stunningly, a recent Bloomberg Nanos opinion poll revealed that nearly 50% of Canadians would support Bank of Canada rate hikes to cool off the red-hot housing market (Chart 30). The central bank will be unable to resist the pressure to use monetary policy to slam on the brakes of the housing market – investors should expect more tapering and, eventually, rate hikes from the Bank of Canada over at least the next couple of years. Chart 29Canadians Are Leveraging Up To Buy Expensive Homes Chart 3050% Of Canadians Want A Rate Hike To Cool Housing   In New Zealand, worsening housing affordability has reached a point where a 20% down payment on the median national house price is equal to 223% of median disposable income (Chart 31). This is forcing more first-time home buyers to take on levels of mortgage debt that the RBNZ deems highly risky (top panel). Like the Bank of Canada, the RBNZ will prove to be one of the most hawkish central banks in the developed world over the next couple of years as the central bank follows their newly-revised remit to try and cool off housing demand in New Zealand. Who is next? Housing values, measured by the ratio of median national house prices to median national household incomes, are rising in the US and UK but are still below the peaks of the mid-2000s housing bubble (Chart 32). Meanwhile, housing is becoming more expensive across the euro area, but not in a consistent manner, with valuations in Germany and Spain having increased far more than in France or Italy. Housing valuations have actually improved in Australia over the past couple of years on a price-to-income basis. The most likely candidates for a housing-related hawkish turn are in Scandinavia, with housing valuations in Sweden and Norway closing in on Canada/New Zealand levels. Chart 31New Zealand Housing Is Wildly Unaffordable Chart 32Global House Price/Income Ratios Are Trending Higher   Investment Conclusions The current acceleration in global house prices is an inevitable outcome of the extraordinary monetary and fiscal easing implemented during the pandemic. Higher realized inflation is pushing real rates deeper into negative territory in many countries, fueling the demand for housing. Central banks in countries with more stretched housing valuations will be forced to turn more hawkish sooner than expected, leading to tapering and, eventually, rate hikes to cool housing demand. This has negative implications for government bond markets in countries where housing is more expensive and real yields remain too low, like Canada, New Zealand and Sweden (Chart 33). Investors should limit exposure to government bonds in those markets over the next 6-12 months. Chart 33Negative Real Yields & Expensive Housing Valuations – An Unsustainable Mix Bond markets in countries where house prices are not rising rapidly enough to force policymakers to turn more hawkish more quickly – like core Europe, Australia and even Japan - are likely to be relative outperformers. The US and UK are “cuspy” bond markets, as housing valuations are becoming more expensive in those two countries but the Fed and Bank of England are not facing the same domestic political pressure to use monetary policy tools to fight the growing unaffordability of housing. That could change, though, if overall household leverage begins to rise alongside house price inflation as the US and UK economies emerge from the pandemic. Current pricing in OIS curves shows that markets expect the RBNZ and Bank of Canada to begin hiking rates in May 2022 and September 2022, respectively (Table 1). This is well ahead of expectations for “liftoff” from other developed markets central banks, including the Fed in April 2023. The cumulative amount of rate hikes following liftoff to the end of 2024 is highest in Canada, New Zealand, the US and Australia. Those are also countries with currencies that are trading at or above the purchasing power parity levels derived from our currency strategists’ valuation models. This highlights the difficult choice that central bankers facing housing bubbles must confront, as the rate hikes that will help cool off housing demand will lead to currency appreciation that could impact other parts of their economies like exports and manufacturing. Table 1Hawkish Central Banks Must Live With Currency Strength Tracking the second-round economic consequences of eventual monetary policy actions to control excessive house price inflation, particularly in “higher risk” countries, is likely to be the subject of future Bank Credit Analyst / Global Fixed Income Strategy reports. Robert Robis, CFA Chief Fixed Income Strategist Jonathan LaBerge, CFA Vice President The Bank Credit Analyst   Footnotes 1 Please see Global Investment Strategy "Canada: A (Probably) Happy Moment In An Otherwise Sad Story," dated July 14, 2017, available at gis.bcaresearch.com 2 Importantly, the BIS debt service ratios include the payment of both principal and interest, thus making it a true measure of debt service costs that includes repayment of borrowed funds – a critical issue in countries with high loan-to-value ratios for home mortgages. 3 Please see page 46 of Chapter 2 of the April 2021 IMF Global Financial Stability Report, which can be found here: https://www.imf.org/en/Publications/GFSR/Issues/2021/04/06/global-financial-stability-report-april-2021 4 “Vancouver, Toronto and Hamilton are the least affordable cities in North America: report”, CBC News, May 20, 2021

Bank Credit Analyst

Highlights Domestic and foreign supply-side constraints are now exerting a significant effect on the US economy. Consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, but supply-side constraints are likely to wane later this year and thus do genuinely appear to be transitory. The idea that even a temporary period of high inflation could persist over the longer term has legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework. But it would necessitate a very large increase in inflation expectations, which have yet to rise to abnormal levels. The baseline for inflation has shifted back closer to the Fed’s target, but deviations above or below target over the coming 12-18 months are likely to be driven by demand-side rather than supply-side factors. The Fed’s checklist for liftoff now entirely depends on employment, and there are compelling arguments in favor of outsized jobs growth in the second half of the year that would move forward the timing of the first rate hike. But the reality for investors is that there is tremendous uncertainty concerning the magnitude of these job gains, given the likelihood of some lasting changes to consumer behavior following the pandemic. Visibility about the employment consequences of these changes will remain very low until investors receive more information about likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and to what degree any pandemic control measures remain in place in the second half of the year. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Feature Chart I-1Investors Have Focused On The April Jobs And Inflation Data Investors’ attention in May was focused squarely on two, ostensibly contradictory US data surprises: an extremely disappointing April jobs report, and a surge in consumer prices (Chart I-1). Abstracting from the typically lagging nature of consumer prices, a weak labor market is typically disinflationary / deflationary, not inflationary. But this is only to be expected in a typical environment where demand-side factors are predominantly driving the jobs market and the pricing decisions of firms, and the April data has made it clear that domestic and foreign supply-side constraints are now exerting a significant effect on the US economy, more forcefully than we initially thought. This warrants a further analysis of our prior view that supply-side effects would have a moderate effect on activity and prices this year, which we present below. A Deep Dive Into April’s Employment And Inflation Data Chart I-2 shows the difference between the April monthly gain in US jobs by industry compared with those of March. Almost all US industries saw a slower pace of jobs gains in April than March, but the slowdown was particularly acute in the professional & business services, transportation & warehousing, education & health services, construction, and manufacturing industries. By contrast, leisure & hospitality, the industry with the largest employment gap relative to pre-pandemic levels, saw a faster pace of April job gains relative to March. Chart I-2Breaking Down Disappointing April Payroll Gains In our view, several facts from the April jobs report characterize the labor market as being in a transition towards a post-pandemic state, but also legitimately impacted by labor supply constraints at the low-skilled and blue-collar levels: Within professional & business services, almost all of the slowdown in monthly job gains occurred within temporary help services. Temp help services is a cyclical employment category over the longer-term, but over short periods of time it can also be negatively correlated with gains in full-time positions. April saw a large decline in the number of employed persons at work part time, suggesting that the slowdown in temp help may reflect a shift back to full-time work. Within transportation & warehousing, the slowdown in jobs was entirely attributed to the couriers and messengers subsector, which includes delivery services. In combination with the acceleration in jobs in the leisure & hospitality sector, this likely reflects a shift away from home food delivery towards in-person restaurant orders and the use of aggressive hiring tactics by restaurant owners (including advertisements of cash bonuses following 90 days of completed work, paid vacations, health insurance, and other perks). The slowdown in jobs growth in the construction & manufacturing industries is likely due to two, separate supply constraints: the negative impact of higher input costs such as lumber, semiconductors, and other raw materials, as well as the disincentivizing effects of supplementary unemployment benefits that appears to be limiting the willingness of lower-wage workers to return to work. Chart I-3April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers On the inflation front, Chart I-3 highlights that the April surge in core consumer prices did not just occur because of year-over-year base effects, but because of significant month-over-month increases in prices. Outsized gains in used car prices driven by the impact of the semiconductor shortage on new car production, as well as surging airline fares, did significantly contribute to April’s month-over-month gain, but the dotted line in the chart highlights that the monthly change would still have been extreme relative to history even if these components had increased instead at a 2% annual rate. Taken together, the April employment and inflation data, in conjunction with surveys of US firms as well as the trend in commodity prices, suggest that the labor market and consumer prices are being affected by four separate but related factors: An underlying demand effect, driven by extremely stimulative fiscal & monetary policy as well as economic reopening; A domestic labor shortage Coordination failures and bottlenecks impacting the production of key supply chain components and resource inputs Coordination failures and bottlenecks impacting the logistics of international trade Strong domestic aggregate demand is not likely to wane over the coming 6-12 months, which has been the basis for our view that inflation would rise to modestly above-target levels this year. Given this new evidence of their prominence and impact, it does seem likely that the remaining three supply-side factors will persist for a few more months, suggesting that core inflation may remain quite elevated over the near term. But several points underscore why it remains difficult to accept a view that supply-side factors will remain an important driver of employment and consumer price trends on a 1-year time horizon. Chart I-4Home Schooling Is Impacting The Labor Market First, domestic labor shortages are occurring in the context of a gap of 8.2 million jobs relative to pre-pandemic levels, underscoring that substantial barriers to returning to work exist. The three most cited barriers are an unwillingness to return to employment for health reasons, an unwillingness to return to work because of supplementary unemployment insurance benefits that are in excess of regular income, and an inability to return to work due to childcare requirements. For example, Chart I-4 highlights that the labor force participation rate has declined the most for women with young children, whose children in many cases are being schooled online rather that in person. But all three of these factors are clearly linked to the pandemic, and are likely to be greatly reduced (or eliminated) in the fall once schools have reopened and income support has ended. Federal supplementary UI benefits are set to expire by labor day, and several US states have already opted out of the program – with benefits set to end in June or July.1 Second, global producers of important commodity inputs (such as lumber) significantly cut production last year under the expectation that the pandemic would greatly reduce spending, only to be whipsawed by a surge in demand stemming from a combination of working from home effects and a massive policy response. Chart I-5 highlights that US industrial production of wood products fell to -10% on a year-over-year basis last April, but that it has subsequently rebounded to a new high. Unlike other supply chain inputs, global semiconductor sales did not decline last April (in the face of enormous PC, tablet, and server/data center demand), but Chart I-6 highlights that DRAM prices, lumber prices, and prices of raw industrial goods may be peaking or have already peaked. Chart I-5Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Chart I-6Costs of Key Inputs May Be Peaking (Or Have Peaked) Chart I-7Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Third, while some market participants have attributed the enormous rise in global shipping costs entirely to the underlying demand effect that we noted above, Chart I-7 highlights that this is clearly not the case. The chart shows that the surge in loaded inbound container trade to the Los Angeles and Long Beach ports, to its strongest level since the inception of the data in the mid 1990s, could potentially explain a 75-100% year-over-year rise in shipping costs – less than half of the 250% surge that has occurred over the past 12 months. This strongly points to logistical issues such as the incorrect positioning of cargo containers amid pandemic-related port congestion (and other disruptions such as the temporary grounding of the Ever Given in the Suez canal) as the dominant driver of global shipping costs, which have likely pushed up US non-oil import prices by more than what would normally be implied by the decline in the US dollar (Chart I-8). Global shipping costs have yet to peak, but we expect that these logistical problems will likely be resolved sometime in Q3, or potentially over the summer. This view is underpinned by the fact that the number of global container ships arriving on time rose in March, the first month-over-month increase since June of last year.2 Chart I-8Rising Transport Costs Have Pushed Up US Import Prices For investors, the key conclusion of this review is that while consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, supply-side factors are clearly driving outsized gains, and have likely or definite end points before the end of the year. As such, despite the surprising magnitude of these supply-side factors, they do genuinely appear to be transitory. The “Transitory” Debate Most investors would agree that 3-4 months of outsized consumer price increases would not be, in and of themselves, economically significant or investment relevant. But the question of whether even a temporary period of high inflation could persist over a 12-month or multi-year time horizon has become prominent in the marketplace, with some investors believing that it has high odds of fueling an already-established, demand-side narrative supporting higher prices in a way that becomes self-reinforcing among consumers and firms. Indeed, this view has a legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework – which is called the expectations-augmented or Modern-Day Phillips Curve (“MDPC”). In anticipation of the coming debate about inflation and its causes, we thoroughly reviewed the MDPC in our January report.3 One crucial takeaway from the MDPC framework is that economic activity relative to its potential determines the degree to which inflation deviates from expectations of inflation, not the Fed’s inflation target. If, for example, inflation expectations are meaningfully below target, then the Fed would need to aim for an unemployment rate below its natural rate for some period of time in an attempt to re-anchor expectations closer to its target rate (based on the view that inflation expectations adapt to the actual inflation experience). This is essentially what occurred in the latter half of the last economic expansion, and is what motivated the Fed’s shift to its average inflation targeting regime. The Modern-Day Phillips Curve is “modern” because of the experience of inflation in the late 1960s and 1970s, where ever-rising expectations for inflation (alongside extremely easy monetary policy) became self-reinforcing and caused core PCE inflation to rise to high single-digit territory in the second half of the decade. Thus, the notion that elevated consumer prices over the short-term could increase actual inflation over the longer term via higher expectations – meaning that it would not be transitory – is plausible. Chart I-9The Fed's New Index Of Common Inflation Expectations (CIE) Is it likely? In our view, while the odds have increased somewhat over the past month, the answer is no. Chart I-9 presents the Fed’s quarterly index of common inflation expectations (CIE), alongside a model designed to track movements in the index on a monthly frequency. While the Fed’s index includes over 21 inflation expectation indicators, our condensed model uses just six: the 10-year annualized rate of change in headline inflation, the 10-year annualized rate of change in the headline PCE deflator, 5-year/5-year forward and 10-year/10-year forward TIPS breakeven inflation rates, the 3-month moving average of long-term surveyed consumer expectations for inflation, and a proprietary measure of inflation expectations based on an adaptive expectations framework. Chart I-10 highlights that among these six series (shown standardized since mid 2004), three of them have risen quite significantly over the past year: long-dated TIPS breakeven inflation rates (5-5 and 10-10), and long-term consumer expectations for inflation. In our view, the latter series from the University of Michigan is one of the most important for investors to monitor over the coming year, as it is one of the few available measures of “main-street” inflation expectations with a long history. Chart I-10Important Drivers Of The CIE Index Have Risen, But From A Low Base Chart I-11A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks But while the series in the top panel of Chart I-10 have risen sharply, they are rising from an extremely low base and are currently only fractionally above their average since 2004. As noted in our January report, inflation expectations fell significantly in 2014 first because they were highly vulnerable to shocks following a long period of a deeply negative output gap (Chart I-11), and second because they were catalyzed by a substantial US dollar / oil price shock that occurred in that year. We noted above that the odds of extreme near-term price changes ultimately becoming non-transitory have risen somewhat, and Chart I-12 highlights why. The chart presents the annual change in long-term consumer expectations of inflation alongside the annual change in 2-year government bond yields, and notes that the past three cases of a similar-sized spike in expectations were all ultimately met with either a significant rise in short-term interest rates or a major deflationary shock – neither of which we expect to occur over the coming year. Chart I-12Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock However, the fact that the rise in expectations clearly has a mean-reversion component to it, and that the supply-side factors driving month-over-month price increases are temporary in nature, argues against the idea that expectations will rise above the average that prevailed from 2002 – 2014. This suggests that while the baseline for inflation has moved back closer to the Fed’s target, deviations above or below target are likely to be driven by demand-side rather than supply-side factors. The Fed’s Checklist: Focus On Employment Table I-1The Fed’s Checklist For Liftoff From an investment perspective, the outlook for inflation is important mostly because of its implications for Fed policy, and thus interest rates and equity valuation multiples. My colleague Ryan Swift, BCA’s US Bond Strategist, has presented the Fed’s checklist for liftoff in Table I-1. The Fed has been explicit that they will not raise interest rates until all three boxes are checked, regardless of what is occurring to inflation expectations or actual inflation. The first box in the list is essentially checked, as tomorrow’s April Personal Income and Outlays report will very likely confirm that the core PCE deflator rose in excess of 2% (the headline PCE deflator was already in excess of this in March). And the third criterion is essentially a derivative of the other two, barring the emergence of a significant deflationary shock at the time that the Fed would otherwise begin to raise rates. This means that investors should be entirely focused on labor market developments, and whether they are consistent with the Fed’s assessment of maximum employment. Table I-2 highlights the average monthly nonfarm payroll growth that will be required for the unemployment rate to reach 3.5-4.5%, the range of the Fed’s NAIRU estimates. The table underscores that large gains will be required for the Fed’s maximum employment criteria to be met by the end of this year or year-end 2022, on the order of 410-830k per month. Table I-2Calculating The Distance To Maximum Employment But the nature of the pandemic and the factors that drove what is still an 8.2 million jobs gap underscore the extreme difficulty in forecasting what monthly job gains are likely to occur on average over the coming 12-18 months. From March to August of last year, monthly changes in nonfarm payrolls exceeded +/-1 million per month, with 20.7 million jobs lost in the month of April 2020 alone. Payroll gains averaged 3.8 million per month in the two months that followed, and if that pace were to be repeated this fall as schools reopen and supplementary unemployment benefits draw to a close in all states it would close 93% of the outstanding jobs gap. This implies that monthly job growth will follow a bimodal distribution over the coming year, with large gains in Q3/Q4 followed by a much more normal pace of jobs growth in Q1/Q2 2022. In our view, the outlook for Fed policy depends significantly on the magnitude of those outsized gains in employment this fall, and there are three main arguments favoring a larger pace of monthly job growth during this period. First, Table I-3 highlights that the jobs gap is most prominent in the leisure & hospitality, government, education & health services, and professional & business services industries, and several observations suggest that Q3/Q4 job gains in these sectors may be sizeable: Table I-3Breaking Down The Pandemic Employment Gap By Industry 70% of the government employment gap shown in Table I-3 can be attributed to education, as government employment also includes education employment at the state and local government level. Many of these jobs, along with those in the education & health services industry, are likely to recover in the fall as schools reopen across the country. As noted in our discussion of the April jobs data, the professional & business services industry includes the “administrative & support services” sector, which accounts for 85% of the overall job gap for the industry. These jobs have likely been impacted heavily by reduced office presence as well as business travel, and may recover further in the fall as many employees shift partially or fully away from working from home. Chart I-13Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Chart I-13 highlights that the year-over-year growth rates of leisure & hospitality employment and the US hotel occupancy rate are tracking each other quite closely, and that the latter is in a solid uptrend.4 While international travel is likely to remain muted this summer, the rebound in hotel occupancy suggests that Americans are choosing to travel domestically this year and that further gains in occupancy may occur over the coming months. Chart I-14 highlights the second argument in favor of a larger pace of monthly job growth in the second half of the year. The chart shows the clear relationship between reopening and the employment gap, with states that have fully reopened having substantially smaller gaps than states that have not. It is true that some states that have fully reopened are still experiencing a sizeable gap, but this is at least in part due to leisure & hospitality employment that is dependent on the travel patterns of consumers. For example, Nevada still has a 10% employment gap despite having fully reopened, clearly reflecting the impact of reduced tourism to Las Vegas. Thus, as all states move towards being fully reopened later this year, including large states such as New York and California, Chart I-14 suggests that the US jobs gap is likely to narrow significantly. Chart I-14US States That Have Reopened Have A Smaller Employment Gap Chart I-15Real Output Per Worker Is Not Likely To Rise Further Finally, Chart I-15 highlights that the 2020 recession is the only one in which real output per person rose sharply during the recession. It is true that productivity tends to rise over time and that it usually increases in the early phase of an economic recovery, but the rise in real output per worker last year clearly reflects the massive decline in employment and services spending that resulted from pandemic-related control measures and lockdowns. Our sense is that this sharp rise in real output per worker is not likely to be sustained following full reopening and the elimination of barriers to employment, and if real output per worker were to even modestly converge to its prior trend (the dotted line in Chart I-15) it would more than fully close the jobs gap shown in Table I-3 by the end of the year based on consensus growth forecasts for this year. Investment Conclusions Despite compelling arguments for outsized jobs growth in the second half of the year, the bottom line for investors is that there is tremendous uncertainty concerning its magnitude. It seems likely that there will be some lasting changes to consumer behavior following the pandemic, and visibility about the employment consequences of these changes will remain very low until investors receive more information about the likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and the degree to which any pandemic control measures remain in place in the second half of the year. Given the Fed’s criteria for liftoff, developments that imply a pace of jobs recovery that is in line with or slower than the Fed’s unemployment rate projections will ensure that the monetary policy regime will remain supportive of risky asset prices over the coming year. If the employment gap closes rapidly in Q3/Q4, then investor expectations for the timing of the first rate hike will move sharply closer, which could act as a negative inflection point for stock prices. This is now more probable than it was a month ago, as Chart I-16 highlights that the OIS curve has shifted towards expectations of an initial rate hike at the end of next year or early 2023, from mid 2022 previously. Chart I-16Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Still, abstracting from knee-jerk market reactions, it is the pace of hikes and investor expectations for the terminal Fed funds rate that are the more important fundamental drivers of 10-year Treasury yields, and investors would need to see a very large revision to the latter in order for yields to rise to a point that would restrict economic activity or threaten equity market multiples. Such a revision is highly unlikely over the summer unless incoming evidence strongly suggests that the employment gap will be closed by the end of the year. As highlighted above, this may indeed occur later in the year, but probably not over the coming 3 months. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst May 27, 2021 Next Report: June 24, 2021 II. Global House Prices: A New Threat For Policymakers House prices are rising rapidly across the developed markets, in response to the extraordinary monetary and fiscal policy stimulus implemented to fight the pandemic. Evidence points to the house price surge being driven by monetary policy that has left real interest rates far below equilibrium levels. Supply factors are a secondary cause of the house price boom. Financial stability risks stemming from rising house prices are less acute than the pre-2008 experience, as overall household leverage has grown more slowly during the pandemic and global banks are better capitalized. Rapidly rising house prices are forcing some central banks to turn less accommodative earlier than expected. The recent hawkish turns by the Bank of Canada and Reserve Bank of New Zealand may be canaries in the coal mine for other central banks – perhaps even the Fed – if house prices and household leverage start rising together. The COVID-19 pandemic led to the sharpest economic recession since World War II, alongside an enormous rise in unemployment. Consensus expectations call for the output gap to be closed (or mostly closed) in most advanced economies by the end of this year, but it remains an open question how quickly these economies will be able to return to full employment amid potentially permanent shifts in demand for office space and goods sold at physical, “brick and mortar” retail locations. Despite this sizeable and swift economic shock, house price appreciation accelerated last year in the developed world. Chart II-1 highlights that US house prices rose at an 18% annualized pace in the second half of 2020, whereas they accelerated at a high-single digit pace in developed markets ex-US (on a GDP-weighted basis). This, in conjunction with a sharp rise in the household sector credit-to-GDP ratio (Chart II-2), has unnerved some investors while raising questions about the implications for monetary policy. Chart II-1House Prices Are Surging Around The World Chart II-2Rising Fears About Deteriorating Household Balance Sheets Before we discuss the investment implications of the global housing boom, however, we must first accurately determine the reasons why it is happening. The Work-From-Home Effect: Less Than Meets The Eye When analyzing the surprising behavior of the housing market last year, the working-from-home effect brought upon by the pandemic emerges as an obvious factor potentially explaining house price gains. Last year, following recommended or mandatory stay-at-home orders from governments, most office-based businesses rapidly shifted to work-from-home arrangements as an emergency response. However, in the month or two following the beginning of stay-at-home orders, several national US surveys found many office workers preferred the flexibility afforded by work-from-home arrangements. Many employers, correspondingly, found that the productivity of their employees did not suffer while working from home, or that it even improved. Several prominent corporations in the US have subsequently made some work-from-home options permanent, or even allowed employees to work from offices in a different city than they did prior to the pandemic. Newfound work-from-home options have undoubtedly created new demand for housing, and thus explained the surge in house prices seen over the past year in the minds of some investors. However, in our view, evidence from the US, the UK, and France suggests that the work-from-home effect better explains differences in price gains across housing types and within large metropolitan areas, rather than aggregate or national-level changes in house prices. Chart II-3 provides some quantification of the impact of work-from-home policies by plotting US resident migration patterns by city. This data has been compiled by CBRE, and the impact of COVID is shown as the change in net move-ins from 2019 to 2020 per 1000 people. This helps control for the underlying migration pattern that existed in US cities prior to the pandemic. Chart II-3Work From Home Policies Have Impacted Migration Trends… The chart highlights that the negative migration impact from COVID has been mostly concentrated in New York City and the three most populous cities on the West Coast (by metro area): Los Angeles, San Francisco, and Seattle. And yet, Chart II-4 highlights that house price inflation in these four cities has accelerated to a double-digit pace, only modestly below the national average. Chart II-4...But Cities With Outward Migration Still Have Very Strong House Price Gains The house price indexes shown in Chart II-4 represent aggregate, metro area trends, and clearly some regions within these metro areas have experienced house price deceleration or outright deflation versus gains in areas outside the urban core. But Chart II-5 highlights that house prices have declined in Manhattan basically in line with the change in net move-ins as a share of the population, underscoring that double-digit metro area-wide house price gains appear to be vastly disproportionate to changes in net migration. Similarly, Chart II-6 highlights that rents decelerated in the US over the past year but remained in positive territory and grew at a 3.5% annualized rate from February to April. Chart II-5In Manhattan, House Prices Have Tracked Net Migration Chart II-6Rent Costs Have Decelerated, But Have Not Contracted Evidence from Paris and London also suggests that a work-from-home effect is insufficient to explain broad house price gains. Panel 1 of Chart II-7 highlights that house prices in France have accelerated significantly, but that apartment prices have decelerated only fractionally in lockstep. Panel 2 shows that the acceleration in house prices does reflect a work-from-home effect, as prices have risen faster in inner Parisian suburbs. Panel 3, however, highlights that Parisian apartment prices, the dominant property type in the urban core, have decelerated modestly. Chart II-8 highlights that house price gains have not even decelerated in greater London; they have been merely been modestly outstripped by gains in Outer South East (outside of the Outer Metropolitan Area). Chart II-7In France, Parisian Apartment Prices Are Simply Lagging, Not Falling Chart II-8In The UK, Greater London Property Prices Are Accelerating     The Policy Effect: The Fundamental Driver Of The Housing Market Despite the broader location flexibility that work-from-home policies now provide to potential homeowners, it seems inconceivable that the housing market would have responded in the manner that it has over the past year given the size of the economic shock brought on by the pandemic without significant support from policy. Above-the-line fiscal measures to the pandemic have totaled in the double-digits in advanced economies (Chart II-9), and monetary policy has contributed to easier financial conditions via rate cuts, asset purchases, and sizeable programs to support financial market liquidity. Chart II-9There Has Been A Massive Fiscal Policy Response To The Crisis In fact, Charts II-10-II-13 present compelling evidence that fiscal and monetary policy have been the core drivers of significant house price gains over the past year. Charts II-10 and II-11 plot the above-the-line fiscal response of advanced economies against the year-over-year growth rate in house prices as well as its acceleration (the change in the year-over-year growth rate). The charts show a clearly positive relationship, with a stronger link between the pandemic fiscal response and the acceleration in house prices. Chart II-10Differences In Last Year’s Fiscal Response… Chart II-11…Help Explain Differences In House Price Gains Chart II-12Pre-Pandemic Differences In The Monetary Policy Stance… Chart II-13…Do An Even Better Job Of Explaining 2020 House Price Gains   Charts II-12 and II-13 highlight the even stronger link between house prices and the pre-pandemic monetary policy stance in advanced economies, defined as the difference between each country’s 2-year government bond yield and its Taylor Rule-implied policy interest rate as of Q4 2019. We construct each country’s Taylor Rule using the original specification, with core consumer price inflation, a 2% inflation target, and real potential GDP growth as the definition of the real equilibrium interest rate. The charts make it clear that easy monetary policy strongly explains house price gains in 2020, particularly the year-over-year percent change rather than its acceleration. This makes sense, given that monetary policy was already quite easy in many countries at the onset of the pandemic – meaning that changes were less pronounced than they would have been had interest rates been higher. The explanation that emerges from Charts II-10-II-13 is that historic fiscal easing, combined with an easy starting point for monetary policy – that became even easier last year – enabled demand from work-from-home policies to manifest during an extremely severe recession. We agree that work-from-home policies have shifted the geographic preferences of some home buyers and likely provided a new source of net demand from renters in urban cores purchasing homes in outlying areas. But we strongly doubt that the net effect of work-from-home policies in the midst of an extreme shock to economic activity would have caused the rise in house prices that we have observed, certainly not to this level, without major support from policy. This underscores that policy, and not the work-from-home effect, has and will likely remain the core driver of the global housing market. The Supply Effect: Mostly A Red Herring Chart II-14Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment One perennial question that emerges when analyzing the housing market, particularly in markets with outsized house price gains, is the impact of constrained supply. It is frequently argued that constrained supply is squeezing prices higher in many markets, and that the appropriate policy solution to extreme house price gains is to enable widespread housing construction – not to raise interest rates. We do not rule out the potential impact of constrained supply in certain cities or regional housing markets, and we have highlighted in previous research that a positive relationship does exist between population density in urban regions and median house price-to-income ratios.5 But as a broad explanation for supercharged house price gains, the supply argument appears to fall flat. Chart II-14 presents the most standardized measure of cross-country housing supply available for several advanced economies, the trend in real residential investment relative to real GDP over time. These series are all rebased to 100 as of 1997, prior to the 2002-2007 US housing market boom. The chart makes it clear that advanced economies generally fall into two groups based on this metric: those that have seen declines in real residential investment relative to GDP, especially after the global financial crisis (panel 1), and those that have experienced either an uptrend in housing construction relative to output or have seen a flat trend (panel 2). If scarce housing supply was the core driver of outsized house price gains, then we would expect to see stronger gains in the countries shown in panel 1 and smaller gains in the countries shown in panel 2. In fact, mostly the opposite is true: Charts II-15 and II-16 highlight that the relationship between the level of these indexes today relative to their 1997 or 2005 levels is positively related to the magnitude of house price gains last year, suggesting that housing market supply has generally been responding to demand over the past decade. The US and possibly New Zealand stand as possible exceptions to the trend, suggesting that relatively scarce supply may be boosting prices even further in these markets beyond what fiscal and monetary policy would suggest. Chart II-15Countries That Have Seen A Stronger Pace Of Residential Investment… Chart II-16…Have Experienced Stronger House Price Gains   Chart II-17Is This Not Enough Supply, Or Too Much Demand? As a final point about the inclination of investors to gravitate towards supply-side arguments related to the housing market, Chart II-17 presents a simple thought experiment. The chart shows a simple housing supply-demand curve diagram, in a scenario where the demand curve for housing has shifted out more than the supply curve has (thus raising house prices). Is this a scenario in which supply is too tight? Or is it a case in which demand is too strong? In our view, the tight supply answer is reasonable in circumstances where the increase in demand is normal or otherwise sustainable. But Charts II-10-II-13 clearly showed that housing demand is being boosted by easy policy, which in the case of some countries has occurred for years: interest rates have remained well below levels that macroeconomic theory would traditionally consider to be in equilibrium, and this has occurred alongside significant household sector leveraging (Chart II-18). As such, in our view, investors should be more inclined to view the global housing market as generally being driven by demand-side rather than supply-side factors. This Is Not 2007/08 … Yet We highlighted in Chart II-2 above that the household sector debt-to-GDP ratio increased sharply last year, which has raised some questions about debt sustainability among investors. For the most part, the rise in this ratio actually reflects denominator effects (namely a sharp contraction in nominal GDP) rather than a huge surge in household debt. Chart II-19 shows BIS data for the annual growth in total household debt in developed economies was roughly stable last year, at least until Q3 (the most recent datapoint available from the BIS). Chart II-18Low Interest Rates Have Fueled Household Leveraging Chart II-19Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Chart II-20US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth But Chart II-19 shows the recent trend in total household debt, which masks diverging mortgage and non-mortgage debt trends. In the US, euro area, Canada, and Sweden, household mortgage debt has accelerated to varying degrees, underscoring that households have likely paid down non-mortgage debt with some of the savings that they have accumulated from a significant reduction in spending on services. Chart II-20 shows this effect directly in the case of the US; mortgage debt growth accelerated by roughly 1.5 percentage points in the second half of the year, whereas consumer credit growth (made up of student loans, auto loans, credit cards, and other revolving credit) decelerated significantly. This aligns with data showing that US households have used some of their savings windfall to pay down their credit card balances. This changing mix within household debt - less higher-interest-rate consumer credit, more lower-interest-rate collateralized mortgage debt – could, on the margin, help mitigate financial stability risks from the housing boom by moderating overall debt service burdens. The starting point for the latter matters, though, in accurately assessing the risks from rising house prices and increased mortgage debt, particularly in countries where household debt levels are already high. According to data from the BIS, the US already has one of the lowest household debt service ratios (7.6%) among the developed economies (Chart II-21).6 This compares favorably to the double-digit debt service ratios in the “higher-risk” countries like Canada (12.6%), Sweden (12.1%) and Norway (16.2%). On top of that, US commercial banks have become far more prudent with mortgage loan underwriting standards since the 2008 financial crisis. The New York Fed’s Household Debt and Credit report shows that an increasing majority of mortgage lending made by US banks since the 2008 crisis has been to those with very high FICO credit scores (Chart II-22). This is in sharp contrast to the steady lending to “subprime” borrowers with poor credit scores that preceded the 2008 financial crisis. The median FICO score for new mortgage originations as of Q1 2021 was 788, compared to 707 in Q4 2006 at the peak of the mid-2000s US housing boom. Chart II-21Diverging Trends In Global Household Debt Servicing Costs Chart II-22US Banks Have Become More Prudent With Mortgage Lending   US bank balance sheets are also now less directly exposed to a fall in housing values. Residential loans now represent only 10% of the assets on US bank balance sheets, compared to 20% at the peak of the last housing bubble (Chart II-23). This puts the US in the “lower-risk” group of countries in Europe, the UK and Japan where mortgages are less than 20% of bank balance sheets. This compares favorably to the “higher risk” group of countries where residential loans are a far larger share of bank assets (Chart II-24), like Canada (32%), New Zealand (49%), Sweden (45%) and Australia (40%). Chart II-23Banks Have Limited Direct Exposure To Housing Here Chart II-24Banks Are Far More Exposed To Housing Here   Like nature, however, the financial ecosystem abhors a vacuum. “Non-bank” mortgage lenders have filled the void from traditional US banks reducing their lending to lower-quality borrowers, and they now represent around two-thirds of all US mortgage origination, a big leap from the 20% origination share in 2007. Non-bank lenders have also taken on growing shares of new mortgage origination in other countries like the UK, Canada and Australia. Chart II-25Global Banks Can Withstand A Housing Shock Non-bank lenders do not take deposits and typically fund themselves via shorter-term borrowings, which raises the potential for future instability if credit markets seize up. These lenders also, on average, service mortgages with a higher probability of default, so they are exposed to greater credit losses when house prices decline. However, the risk of a full-blown 2008-style commercial banking crisis, with individual depositors’ funds at risk from a bank failure, are reduced with a greater share of riskier mortgage lending conducted by non-bank entities. This is especially true with global commercial banks far better capitalized today, with double-digit Tier 1 capital ratios (Chart II-25), thanks to regulatory changes made after the Global Financial Crisis. Net-net, we conclude that the overall financial stability implications of the current surge in house prices in the developed economies are relatively modest on average. The acceleration in mortgage growth has occurred alongside reductions in non-mortgage growth, at a time when banks are better able to withstand a shock from any sustained future downturn in house prices. However, if house prices continue to accelerate and new homebuyers are forced to take on ever increasing amounts of mortgage debt, financial stability issues could intensify in some countries. Services spending will recover in a vaccinated post-COVID world, as economies reopen and consumer confidence improves, which will likely end the trend of falling non-residential consumer debt offsetting rising mortgage debt in countries like the US and Canada. Overall levels of household debt could begin to rise again relative to incomes, building up future financial stability risks when central banks begin to normalize pandemic-related monetary policies – a process that has already started in some countries because of the housing boom. The Monetary Policy Implications Of Surging House Prices Rapidly appreciating house prices are becoming an area of concern for policymakers in countries like Canada and New Zealand, where the affordability of housing is becoming a political, as well as an economic, issue. In the case of New Zealand, the government has actually altered the remit of the Reserve Bank of New Zealand (RBNZ) to more explicitly factor in the impact of monetary policy on housing costs. The Bank of Canada announced in April that it would taper its pace of government debt purchases and signaled that its decision was based, at least in small part, on signs of speculative behavior in Canada’s housing market. Macroprudential measures like limiting loan-to-value ratios of new mortgage loans are a policy option that governments in those countries have already implemented to try and cool off housing demand. Yet while such measures can help alleviate demand-supply mismatches in certain cities and regions, the efficacy of such measures in sustainably slowing the ascent of house prices on a national scale is unclear. In the April 2021 IMF Global Financial Stability Report, researchers estimated that, for a broad group of countries, the implementation of a new macro-prudential measure designed to cool loan demand reduced national household debt/GDP ratios by a mere one percentage point, on average, over a period encompassing four years.7 If macroprudential measures are that ineffective in sustainably reducing demand for mortgage loans, then the burden of slowing house price appreciation will have to fall on the more blunt instruments of monetary policy. Importantly, surging house price inflation is not likely to give a boost to realized inflation measures – an important issue given the current backdrop of rapidly rising realized inflation rates in many countries. Housing costs do represent a significant portion of consumer price indices in many developed countries, ranging from 19% in New Zealand to 33% in the US (Chart II-26), with the euro area being the outlier with housing having a mere 2% weighting in the headline inflation index. Chart II-26A Limited Impact On Actual Inflation From Housing Yet those so-called “housing” categories overwhelmingly measure only housing rental costs and not actual house prices. This is an important distinction because rents – which are often imputed measures like in the US and not even actual rental costs - are rising at a far slower pace than actual house prices in most countries, so the housing contribution to realized inflation is relatively modest. So the good news is that booming house prices will not worsen the acceleration of realized global inflation that has concerned investors and policymakers in 2021. Yet that does not mean that central bankers will not be forced to tighten policy to cool off red-hot housing demand that is clearly being fueled by persistently negative real interest rates. In Chart II-27 and Chart II-28, we show both nominal and real policy interest rates for the “lower risk” and “higher risk” country groupings that we described earlier. The real policy rates are nominal policy rates versus realized headline CPI inflation. The dotted lines in the charts represent the future path of rates discounted by markets. Specifically, the projection for nominal rates is taken from overnight index swap (OIS) forward curves, while the projection for real rates is calculated by subtracting the discounted path of inflation expectations extracted from CPI swap forwards. Chart II-27Markets Discounting Negative Real Rates For The Next Decade Chart II-28Negative Real Rates Are Unsustainable During A Housing Bubble   There are two key takeaways from these charts: Real policy interest rates are at or very close to the most deeply negative levels seen since the 2008 financial crisis. Markets are discounting that real rates will be at or below 0% for most of the next decade. Admittedly, there is room for debate over what the equilibrium level of real interest rates (a.k.a. “r-star”) should be in the coming years. However, we deem it a major stretch to believe that real rates need to be persistently low or negative for the next ten years to support even trend growth across the developed economies. In our view, the current boom in housing demand and mortgage borrowing provides clear evidence that negative real rates are below equilibrium and, thus, are stimulating credit demand. Thus, the only way for a central bank to cool off housing demand will be to raise both nominal and, more importantly, real interest rates. Canada and New Zealand will be the “canaries in the coal mine” among developed market central banks for such a move. According to the latest Bank of Canada Financial Stability Review, nearly 22% of Canadian mortgages are highly levered, with a loan-to-value ratio greater than 450%, a greater share of such mortgages than during the 2016/17 housing boom (Chart II-29). Canadian house prices have risen to such an extent that home prices in major cities like Toronto, Vancouver and Montreal are among the most expensive in North America.8  Stunningly, a recent Bloomberg Nanos opinion poll revealed that nearly 50% of Canadians would support Bank of Canada rate hikes to cool off the red-hot housing market (Chart II-30). The central bank will be unable to resist the pressure to use monetary policy to slam on the brakes of the housing market – investors should expect more tapering and, eventually, rate hikes from the Bank of Canada over at least the next couple of years. Chart II-29Canadians Are Leveraging Up To Buy Expensive Homes Chart II-3050% Of Canadians Want A Rate Hike To Cool Housing   In New Zealand, worsening housing affordability has reached a point where a 20% down payment on the median national house price is equal to 223% of median disposable income (Chart II-31). This is forcing more first-time home buyers to take on levels of mortgage debt that the RBNZ deems highly risky (top panel). Like the Bank of Canada, the RBNZ will prove to be one of the most hawkish central banks in the developed world over the next couple of years as the central bank follows their newly-revised remit to try and cool off housing demand in New Zealand. Who is next? Housing values, measured by the ratio of median national house prices to median national household incomes, are rising in the US and UK but are still below the peaks of the mid-2000s housing bubble (Chart II-32). Meanwhile, housing is becoming more expensive across the euro area, but not in a consistent manner, with valuations in Germany and Spain having increased far more than in France or Italy. Housing valuations have actually improved in Australia over the past couple of years on a price-to-income basis. The most likely candidates for a housing-related hawkish turn are in Scandinavia, with housing valuations in Sweden and Norway closing in on Canada/New Zealand levels. Chart II-31New Zealand Housing Is Wildly Unaffordable Chart II-32Global House Price/Income Ratios Are Trending Higher   Investment Conclusions The current acceleration in global house prices is an inevitable outcome of the extraordinary monetary and fiscal easing implemented during the pandemic. Higher realized inflation is pushing real rates deeper into negative territory in many countries, fueling the demand for housing. Central banks in countries with more stretched housing valuations will be forced to turn more hawkish sooner than expected, leading to tapering and, eventually, rate hikes to cool housing demand. This has negative implications for government bond markets in countries where housing is more expensive and real yields remain too low, like Canada, New Zealand and Sweden (Chart II-33). Investors should limit exposure to government bonds in those markets over the next 6-12 months. Chart II-33Negative Real Yields & Expensive Housing Valuations – An Unsustainable Mix Bond markets in countries where house prices are not rising rapidly enough to force policymakers to turn more hawkish more quickly – like core Europe, Australia and even Japan - are likely to be relative outperformers. The US and UK are “cuspy” bond markets, as housing valuations are becoming more expensive in those two countries but the Fed and Bank of England are not facing the same domestic political pressure to use monetary policy tools to fight the growing unaffordability of housing. That could change, though, if overall household leverage begins to rise alongside house price inflation as the US and UK economies emerge from the pandemic. Current pricing in OIS curves shows that markets expect the RBNZ and Bank of Canada to begin hiking rates in May 2022 and September 2022, respectively (Table II-1). This is well ahead of expectations for “liftoff” from other developed markets central banks, including the Fed in April 2023. The cumulative amount of rate hikes following liftoff to the end of 2024 is highest in Canada, New Zealand, the US and Australia. Those are also countries with currencies that are trading at or above the purchasing power parity levels derived from our currency strategists’ valuation models. This highlights the difficult choice that central bankers facing housing bubbles must confront, as the rate hikes that will help cool off housing demand will lead to currency appreciation that could impact other parts of their economies like exports and manufacturing. Table II-1Hawkish Central Banks Must Live With Currency Strength Tracking the second-round economic consequences of eventual monetary policy actions to control excessive house price inflation, particularly in “higher risk” countries, is likely to be the subject of future Bank Credit Analyst / Global Fixed Income Strategy reports. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Robert Robis, CFA Chief Fixed Income Strategist III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but more modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields since last August. The indicator remains above the boom/bust line, however, highlighting that monetary policy remains supportive for risky asset prices. Forward equity earnings already price in a complete earnings recovery, but for now there is no meaningful sign of waning forward earnings momentum. Net revisions remain positive, and positive earnings surprises have risen to their strongest levels on record. Within a global equity portfolio, there has been a modest tick up in global ex-US equity performance, led by European stocks. EM stocks had previously dragged down global ex-US performance, and they continue to languish. Japanese stocks have cratered in relative terms since the beginning of the year, seemingly driven by service sector underperformance resulting from a surge in COVID-19 cases since the beginning of March. While Japanese equity performance may stage a reversal over the coming 3 months as cases counts decline and progress continues on the vaccination front, we expect global ex-US performance to continue to be led by European stocks. The US 10-Year Treasury yield has traded sideways since mid-March, after having risen to levels that were extremely technically stretched. Despite this pause, our valuation index highlights that bonds are still expensive, and that yields could move higher over the cyclical investment horizon if employment growth in Q3/Q4 implies a faster return to maximum employment than currently projected by the Fed. We expect the rise to be more modest than our valuation index would imply, but we would still recommend a short duration stance within a fixed-income portfolio. Commodity prices, particularly copper, lumber, and agricultural commodities, have screamed higher over the past several months. This reflects bullish cyclical conditions, but also pandemic-induced supply shortages that are likely to wane later this year. Commodity prices are extremely technically stretched and sentiment is very bullish for most commodities, suggesting that a breather in commodity prices is likely at some point over the coming several months. US and global LEIs remain in a solid uptrend, and global manufacturing PMIs are strong. Our global LEI diffusion index has declined significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is lagging). Strong leading and coincident indicators underscore that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly later this year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators Chart III-2Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators   Chart III-4Revealed Preference Indicator Chart III-5US Stock Market Valuation Chart III-6US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9US Treasurys And Valuations Chart III-10Yield Curve Slopes Chart III-11Selected US Bond Yields Chart III-1210-Year Treasury Yield ComponentsChart III-13US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP Chart III-17US Dollar And Indicator Chart III-18US Dollar Fundamentals Chart III-19Japanese Yen Technicals Chart III-20Euro Technicals Chart III-21Euro/Yen Technicals Chart III-22Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Chart III-24Commodity Prices Chart III-25Commodity Prices Chart III-26Commodity Sentiment Chart III-27Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop Chart III-29US Macro Snapshot Chart III-30US Growth Outlook Chart III-31US Cyclical Spending Chart III-32US Labor Market Chart III-33US Consumption Chart III-34US Housing Chart III-35US Debt And Deleveraging   Chart III-36US Financial Conditions Chart III-37Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 The New York Times “Texas, Indiana and Oklahoma join states cutting off pandemic unemployment benefits,” May 18, 2021. 2 The Wall Street Journal, “Shipments Delayed: Ocean Carrier Shipping Times Surge in Supply-Chain Crunch,” May 18, 2021 3 Please see The Bank Credit Analyst "The Modern-Day Phillips Curve, Future Inflation, And What To Do About It," dated December 18, 2020, available at bca.bcaresearch.com 4 To eliminate the pandemic base effect for both series, we adjust the year-over-year growth rates in March and April of this year by comparing them to March and April 2019. 5 Please see Global Investment Strategy "Canada: A (Probably) Happy Moment In An Otherwise Sad Story," dated July 14, 2017, available at gis.bcaresearch.com 6 Importantly, the BIS debt service ratios include the payment of both principal and interest, thus making it a true measure of debt service costs that includes repayment of borrowed funds – a critical issue in countries with high loan-to-value ratios for home mortgages. 7 Please see page 46 of Chapter 2 of the April 2021 IMF Global Financial Stability Report, which can be found here: https://www.imf.org/en/Publications/GFSR/Issues/2021/04/06/global-finan… 8 “Vancouver, Toronto and Hamilton are the least affordable cities in North America: report”, CBC News, May 20, 2021

ハイライト ECBのテーパリング？：ECBがカナダ銀行やイングランド銀行に続き、予想より早く国債買入を縮小し始める—ひょっとすると来月の政策会合で—かもしれないという投資家の懸念は的外れです。ECBが最も避けたいのは、欧州の成長とインフレの加速を先取りして金融緩和の縮小に踏み切った結果としてユーロ高とイタリア国債利回りの急騰を招くことです。 ユーロ圏債券ストラテジー：我々は現在の欧州債券に関する推奨を維持します：グローバル債券ポートフォリオ内で欧州をオーバーウェイトとし、コア国の国債に対してペリフェラル（周辺国）ソブリンおよびコーポレートを優先する一方、ブレークイーブンが割安なフランス、イタリア、ドイツのインフレ連動債もオーバーウェイトとします。また、ECBの利上げ織り込みを織り戻す新たな戦術取引として、2023年12月ユーロイボー金利先物（3か月）ロングを提案します。 特集 親愛なる顧客の皆様へ、 来週、月刊のバンク・クレジット・アナリスト誌の同僚と共同で、現在の世界的な住宅ブームが投資に与える影響についてのスペシャルレポートを発表します。そのレポートは5月28日金曜日にお届けします。通常の週次発行スケジュールには6月1日火曜日に戻ります。 - Rob Robis 今週のチャート 欧州債利回りの期待外れの上昇 欧州債券利回りの期待外れの上昇 欧州債券利回りの期待外れの上昇 来月の金融政策会合に向けて、欧州中央銀行（ECB）総裁のクリスティーヌ・ラガルドは、パンデミック開始以来初めて理事会メンバーを対面で招集する予定だと伝えられています。これは、ワクチン接種が進んでCOVID-19の深刻な局面から脱しつつある欧州に対して、どの程度の金融支援がまだ必要かを巡る議論が行われるであろう会合において興味深い副次的要素を提供します。先の4月のECB会合の議事要旨によれば、既に一部のECB関係者は経済成長とインフレ期待のリスクが「上振れに傾いている」と指摘しています。 欧州の景況感が改善する中、欧州の債券利回りは反応して上昇しています（今週のチャート）。ベンチマークである10年ドイツ国債利回りは現在-0.11%で、年初来46bp上昇しましたが、その半分は過去１か月での動きです。利回りの上昇はドイツやフランスといったコア国に限定されたものではなく、10年イタリア国債利回りは現在1.11%に達し、2021年初めの水準（0.52%）の倍以上になっています。インフレ期待も急速に高まっており、5年先5年物フォワードのユーロ消費者物価指数スワップは現在1.63%で、2018年12月以来の水準です。 これらの利回り上昇は他国で見られる大きな上昇に比べると遅れています。米国とカナダの10年国債利回りは年初来それぞれ72bp、90bpの上昇を記録しています。これらの国々で利回りが急騰したのは、インフレ期待の上昇と中央銀行の国債買入縮小（テーパリング）への懸念が原因であり、カナダについては先月、実際にカナダ銀行が国債買入ペースの減速を発表して的中しました。 我々の見解では、ECBがよりタカ派的な政策スタンスへの転換を検討するにはまだ時期尚早です。この見解は、上昇したものの依然としてより引き締めを示唆していない我々のECBモニターによって裏付けられます。欧州の債券売りは「過剰で、速すぎる」ケースに見えます。 ECBは今や多くの課題を抱えている 最近のユーロ圏の経済指標は、米国で先行して見られた強さに追いついただけでなく、場合によっては長年見られなかった水準に戻っています。ドイツのZEW景気期待指数の期待項目は5月に約14ポイント急上昇し、2000年以来の水準に達しました。製造業のMarkit PMIは4月に過去最高の62.9に達しました。欧州委員会のユーロ圏消費者信頼感指数はほぼパンデミック前の水準に戻っており（チャート2）、サービス業のMarkit PMIの回復継続に良い前兆です。 パンデミックに関する良いニュースが成長見通しの急伸を後押ししています。新規COVID-19感染者の増加ペースは着実に低下しており、パンデミック初期に最も深刻な被害を受けた地域の一つであるイタリアでは現在（7日移動平均）10月以来で最も低い新規感染率を示しています。一方で、ワクチン接種のペースは当初の遅い立ち上がりから加速しており、1日あたりの接種回数（100人当たり）はドイツ、フランス、イタリアで米国を上回っています（チャート3）。 チャート2 欧州の成長は回復中 欧州の成長は回復している 欧州の成長は回復している チャート3 欧州での接種加速 欧州におけるワクチン接種の加速 欧州におけるワクチン接種の加速 チャート4 欧州の余剰生産能力はどの程度か？ 欧州にはどれだけの余剰生産能力があるのか？ 欧州にはどれだけの余剰生産能力があるのか？ 接種の急速な進展は、2020年Q4と2021年Q1のロックダウンによる二番底型リセッションからの確かな回復を欧州にもたらす見込みです。欧州委員会は先週、ユーロ圏の成長見通しを上方修正し、実質GDPは2021年に4.3%、2022年に4.4%の拡大を見込むとしました（従来見通しは両年とも3.8%）。NGEU（ネクスト・ジェネレーションEU）パッケージを通じた公共投資の回復が夏の後半に資金支出を始めることで、全てのユーロ圏諸国は2022年末までにパンデミック前の生産水準に回帰する見込みです。 ECBは6月の会合で、自らの経済成長およびインフレ見通しを引き上げることは確実でしょう。後者の見通しは、ECBの理事会内で最大の議論材料になる可能性が高いです。 製造業PMIのような調査ベースの指標が比較的協調的に回復しているにもかかわらず、失業率や一般的な余剰生産能力の指標にはユーロ圏内で大きなばらつきが残っています（チャート4）。これは、ヘッドラインHICPインフレ率の年次増加率が多くのユーロ圏国で約2%に近づいている一方で、イタリアやスペインのように依然として非常に高い失業率に苦しむ国々があるため、ECBがこの実現インフレの上昇が持続するかを判断するのを難しくします。 ユーロ圏内の失業率の広い分布は、現行の政策金利水準（0%前後かそれ以下）が適切であることも示唆しています。ヨーロッパの労働市場の強さの「幅」を測る単純な指標の一つは、OECDが推定する完全雇用のNAIRU以下の失業率を有するユーロ圏国の割合を見ることです。1 この指標は、基本的なテイラールールにより算出されるユーロ圏短期金利の適正水準の推定と良く相関します。現時点では、ユーロ圏諸国のうち完全雇用を超えているのはわずか43%であり、これはECBの政策金利がおおむね0%付近である状況と整合します（チャート5）。 チャート5 政策金利が0%付近であるのが依然適切 政策金利が0％近辺でも依然として適切である 政策金利が0％近辺でも依然として適切である やや多めの国（47%）は賃金上昇の加速を見ています（下段）。これは、一部の国のNAIRU推定が低すぎる可能性があり、2015年以降のユーロ圏全体の賃金上昇加速と整合します。しかし、多くのユーロ圏国がパンデミックで増加した失業の処理途上にあることを踏まえると、ECBが労働市場の動態を十分に把握し、必要な金融政策の調整を決めるまでには時間がかかるでしょう。 データトレンドの「幅」はテイラールールのような理論的な金利指標とだけ相関するわけではありません。実際のECBの政策決定は、高い成長とインフレがユーロ圏全域にどの程度広がっているかによって動機付けられます。 チャート6では、チャート5の労働市場の幅指標と類似の指標を、他の経済・インフレデータを用いて示しています。具体的には、以下を観察するユーロ圏各国の割合を示しています： チャート6 ECBは成長とインフレが広範に及ぶときに引き締める傾向 成長かつインフレが広範に及ぶとき、ECBは通常、金融政策を引き締める 成長かつインフレが広範に及ぶとき、ECBは通常、金融政策を引き締める a) OECD景気先行指数が1年前の水準より高く、成長モメンタムが加速していること； b) ヘッドラインHICPインフレの最新値が1年前と比べて上昇しており、インフレモメンタムが加速していること； c) ヘッドラインHICPインフレがECBの「ほぼ2%未満」目標を上回っており、比較的高いインフレであること。 1998年のユーロ導入以降の過去のECBの金融引き締め局面（実際の政策金利の引上げ、あるいはECBのバランスシートの横ばい～縮小トレンドの形をとったもの）をすべて見ると、ECBは少なくともユーロ圏国の75%が成長とインフレの両方で加速していない限り引き締めに踏み切らないことが明らかです。実際の利上げは、2000年、2005～2007年、2011年の利上げサイクルのように、少なくとも75%の国でインフレ率が2%を超えていたときに発生しました。より最近では、2017年にECBは成長とインフレが加速した際にバランスシートの拡大を停止しましたが、インフレが2%を超える国が50%にとどまったため、政策金利の調整は行いませんでした。 今日、実質的に全てのユーロ圏国がパンデミックで落ち込んだ1年前の水準と比べて成長モメンタムが加速しています。ユーロ圏の59%の国でインフレが加速しており、この数字は欧州のさらなるロックダウン解除と世界的なコモディティ価格の上昇に伴いさらに上昇する可能性があります。しかし、ヘッドラインインフレが2%を超える国はわずか12%にとどまっており、2017年の経験に照らすと、実現インフレはECBのバランスシート調整を引き起こすほど強くはありません。 6月のECBテーパリングに賭けるな 過去のECBの行動から判断すると、6月の政策会合で国債買入のテーパリングを発表するのは時期尚早です。より可能性が高いのは、ECBの成長・インフレ見通しの上方修正がきっかけとなり、量的緩和、TLTROのような銀行向け資金供給プログラム、政策金利といったECBの金融刺激策の各要素をどう扱うかという議論が始まることです。しかし、ECBが方針の次の一手を決定するには、インフレ目標自体の性質がまもなく変わる可能性があるため、6月会合で結論に達するのは不可能でしょう。 ECBは現在、2003年以来初となる金融政策ストラテジーのレビューを行っており、今年後半に完了する予定です。インフレ目標にはある程度の柔軟性を持たせる調整が予想されますが、その具体的な内容はまだ不明です。ECBが連邦準備制度（Fed）の先例に倣い「平均インフレ目標」政策へ移行し、目標を下回る期間の後にインフレ目標の超過を許容する可能性はあるのでしょうか？ ECBのチーフエコノミストであるフィリップ・レーンは3月に、FRBの新たなアプローチには「非常に強い論理性がある」と述べています。同時に、いくつかの欧州諸国における「非常に異なるインフレの歴史」が、一時的に高めのインフレを許容するような制度について合意に達することを難しくする可能性があるとも指摘しました。2 より最近では、フィンランド中央銀行総裁であり理事会の穏健派メンバーで現在のECB総裁候補とも見なされたオッリ・レーンが、5月9日のフィナンシャル・タイムズのインタビューでECBが米国型の平均インフレ目標へ移行することを支持すると述べました。3 レーンは、失業を最小化することに重きを置く米国型の焦点は「より低い自然利子率という現状では理にかなっている」と述べ、ECBの現在のインフレ目標の文言は「非対称性の認識を生んでおり、『2%が上限である』と見なされてインフレ期待を抑制している」と説明しました。 我々は、ドイツ連銀のイェンス・ヴァイトマンが、ECBのインフレ目標を2%超の一時的な上振れを容認するように変更することに激しく反対するだろうと想像します。ドイツのヘッドラインHICPインフレは既に4月に2.1%に達しており、ドイツ経済の長期にわたるロックダウン解除に伴いさらに上昇する可能性があります。しかし、たとえヴァイトマンが「緩和」のいかなる動きにも強硬に反対しないとしても、ECBのストラテジーレビューの完了が近づいていることを考えると、テーパリングのような政策変更がそれ以前に信頼性を持って発表される可能性は非常に低いでしょう。もし高めのインフレが容認されるなら、そもそもなぜテーパリングを行う必要があるのでしょうか？ インフレ戦略レビューを越えて見れば、ECBが次の金融政策の一手を検討する際に重荷となり得る他の要因もあります： 中国の政策引き締め：欧州の最大の貿易相手である中国は、2020年にパンデミック対応で成長を支えるために許容した借入の急増後、信用成長や財政支出を抑制し始めています。我々の中国クレジット・インパルス指標は、欧州から中国への輸出の年次成長率を約9か月先行しており（チャート7）、今年後半に輸出の劇的な減速を示唆しています。これは特にドイツのように中国向け輸出依存度が高い国々にとってユーロ圏成長の下振れリスクとなります。 貸出成長の鈍化：ユーロ圏全体の銀行貸出の年次成長率は2月に12.2%でピークを迎え、現在は10.9%に低下しています（チャート8）。軟化の多くはドイツとフランスで発生しており、これらの国はECBのTLTROを通じた優遇銀行資金の大幅な活用を見ていました。最新のTLTROプログラムのためにECBが設定した価格面でのインセンティブは非常に魅力的であり、ドイツとフランスの銀行は安い資金を利用して貸出を拡大したようです。これは銀行貸出データの経済的解釈をECBにとってより難しくしており、特にイタリアの貸出成長とTLTRO利用が現在加速している点がそれに拍車をかけています。 チャート7 欧州の輸出需要に対する警告サイン 欧州の輸出需要の警戒サイン 欧州の輸出需要の警戒サイン チャート8 ECBのTLTROはイタリア重視に ECBのLTROがイタリアに焦点を当てつつある ECBのLTROがイタリアに焦点を当てつつある NGEU支出：前述の通り、€7,500億のNGEU（ネクスト・ジェネレーションEU、別名「リカバリー・ファンド」）からの支払いは、各国の政府投資提案がEUの承認を得れば今年後半に開始される見込みです。NGEU資金はデジタルやグリーン関連の投資など、将来の経済成長を押し上げるイニシアティブを資金供給することを目的としています。多くのユーロ圏国がすでに提案を提出しており、イタリアは€1,920億の要求で主導しています。 チャート9 NGEUは今後5年間で欧州成長に大きく寄与する ECBの見通し：卵の殻の上を歩く ECBの見通し：卵の殻の上を歩く チャート10 NGEUの影響は前倒しで現れる NGEUの影響は前倒しで現れる NGEUの影響は前倒しで現れる S&Pグローバルの最近の研究は、NGEU投資によりユーロ圏全体の成長が2021年から2026年にかけて累積で1.3～3.9ポイント押し上げられる可能性があると結論づけています（チャート9）。4 同研究はまた、支出の影響は次の2年間に前倒しで現れるだろうと指摘しています（チャート10）。イタリア政府はNGEU投資がイタリアの低迷するトレンド成長率を1.5%まで倍増させる可能性があると考えています。多くのECB関係者は、NGEUのような構造的財政刺激があれば極めて緩和的な金融政策を維持する必要性が低くなると指摘しています。しかし、NGEU提案が最終化され、承認された資金額が配分されるまでは、ECBは政府投資を考慮に入れた経済予測を調整することができません。 これらの即時的な不確実性、特に欧州がパンデミックのロックダウンからどれだけうまく再開できるかを含め、我々はECB理事会が6月の政策会合で現行の金融政策ツールやガイダンスの即時変更が必要だと結論付けるという筋の通ったシナリオは見ていません。 結論：ECBがカナダ銀行やイングランド銀行に続いて予想より早く国債買入を縮小し始める—ひょっとすると来月の政策会合で—という投資家の懸念は的外れです。 ECBの次の可能性のある動きと投資への影響 6月にテーパリング発表があるとは考えにくい一方で、将来の動きに向けた示唆が出る可能性は十分あります。ECBは政策転換のかなり前から市場を準備させることで悪名高く、したがって6月会合後の公式声明やラガルド総裁の記者会見には、ECBの次の動きに関する手がかりが含まれる可能性があります。 チャート11 ECBの緩和は多様な形態をとる ECBの金融緩和は様々な形を取る ECBの金融緩和は様々な形を取る 来年3月に終了予定のパンデミック緊急購入プログラム（PEPP）についての議論が6月に持ち上がる可能性はあります。欧州経済の再開の成功やNGEU資金の最終承認額がより明確になる9月の政策会合で取り上げられる可能性の方が高いと考えられます。これらが、COVID-19ショックに起因して導入された資産買入プログラムを維持する必要性を決定づけるからです。 緩和を段階的に縮小する際にECBが選択できる政策オプションは多岐にわたります。 調整可能な政策金利は複数あります。ECBが次に利上げを試みる際、最初に動く金利はおそらく短期金利の「下限」を示す預金金利（現在-0.5%）になるでしょう（チャート11）。 ただし、利上げはバランスシート関連ツールの縮小・巻き戻しの前には発生しないでしょう。つまり、まず資産買入が縮小されます。市場参加者はその政策選択の順序を良く認識しており、短期金利の非常にフラットな経路が欧州のOISカーブに織り込まれています。 OISとCPIスワップ曲線のフォワードレートのスプレッドは、市場の実質金利のフォワード価格付けの代理として使えます。現状、市場が示唆する実質ECB政策金利は今後10年で-2%から-1%の間にとどまると織り込まれています（チャート12）。言い換えれば、市場は今後10年間で予想インフレを上回らない非常にフラットなECB政策金利の経路を織り込んでいます。 欧州の自然実質利子率はトレンド成長が低いため非常に低い可能性がありますが、実質金利が-2%といった水準にあるということは、欧州経済に関する多くの悪い構造的ニュースを織り込んでいることを意味します。比較すると、NY連銀がパンデミック前の2020年第2四半期に算出した欧州の自然実質利子率（r-star）は+0.6%とプラスでした。 このように実質金利のマイナス期待が長期化すると、ベンチマークであるドイツ国債利回り曲線上に実質的にマイナスの実質利回りが持続することの説明がつきます。単純に言えば、ECBが本格的な利上げサイクルを演出できると信じられていないのです—これは日本のフィクスト・インカム投資家には馴染みのある結果です。 ECBがユーロの水準を常に懸念しており、それが欧州の成長とインフレ期待に影響する役割を果たすことを考えると、市場がECBにとって金利を大きく引き上げるのは通貨高を招きかねず難しいと考えるのは正しいでしょう。ECBが2014年にマイナス金利政策に移行して以来、購買力平価（PPP）ベースで一貫してユーロが過小評価されてきたのは偶然ではありません（チャート13）。 チャート12 市場は今後10年の欧州実質金利のマイナスを予想 市場は今後10年間、欧州の実質金利がマイナスになると予想している 市場は今後10年間、欧州の実質金利がマイナスになると予想している 先を見れば、ECBは市場に対して金利の将来経路を上方修正させユーロを大幅に押し上げるような政策変更（テーパリングを含む）を示唆する際には慎重である必要があります。 チャート13 低いECB金利がユーロの過小評価を維持 低いECB金利がユーロの割安感を維持している 低いECB金利がユーロの割安感を維持している つまり、欧州の実質債利回りは少なくとも2021年後半にかけて深くマイナスのままである可能性が高く、名目利回りの追加上昇は主にインフレ期待の上昇によることになります（チャート14）。これにより、現在水準から欧州債利回りがさらに上昇できる余地は限定されます。 チャート14 欧州債券ストラテジーの要約 欧州債券ストラテジー概要 欧州債券ストラテジー概要 我々は引き続き、コア欧州債利回りは少なくとも2021年後半は米国債利回りに対して「低いイールドベータ」で推移すると考えており、2022年にフェデラル・リザーブが国債買入のテーパリングを開始すると予想しています。したがって、グローバル債券ポートフォリオではコア欧州国債を米国債に対して戦略的にオーバーウェイトするという推奨を維持します。米国でのテーパリングの発生確率が欧州より高く、その後の利上げもECBよりFRBの方が実施する可能性が高いと見ているからです。 専用の欧州債券ポートフォリオ内では依然としてベンチマークよりやや短めのデュレーションを推奨しますが、もし10年ドイツ国債利回りが大きくプラス領域に上昇した場合には、欧州のデュレーションエクスポージャーを引き上げることを検討します。 我々はまた、ドイツ、フランス、イタリアのブレークイーブンが我々のグローバル評価モデル群で唯一割安であるため、欧州のインフレ連動債に対するオーバーウェイト推奨を維持します。 欧州のクレジットでは、スプレッド商品をソブリン債に対してオーバーウェイトすることを引き続き推奨します。これはイタリアやスペインの国債だけでなく、投資適格およびハイイールドのコーポレート債を含みます。これらの市場に対してより弱気になるべきタイミングは、ECBが資産買入をテーパリングし始めた時です。クレジットスプレッドはECBのバランスシートの成長が鈍化している期間に拡大する傾向があります（チャート15）。 ECBが最終的にテーパリングを決定した際には、TLTROのネット残高は現在水準近くで維持される可能性が高いと考えています（満期を迎えるものを置き換える新たなTLTROを導入することで）。これにより、イタリアのような脆弱な国々でECBのイタリア国債買入減少と安価なECB資金へのアクセス減少という二重の打撃で借入コストが急騰する事態を避けることができます。 最後に一言—我々は今週、戦術的オーバーレイ・ポートフォリオの第19ページで、市場がよりタカ派なECB見通しを織り込むのを織り戻すための新たなトレードを導入します。最初のECBによる利上げの最も可能性の高い規模は10bpであり、これはOISカーブで2023年中頃に織り込まれています。2023年末までにはフォワードレート曲線でほぼ25bpの利上げが織り込まれています。我々はECBが2023年に利上げするとは予想していませんが、たとえ利上げがあっても、6か月以内に累積で25bpの利上げが実現する可能性は低いと考えます。したがって、エントリープライス100.27で2023年12月限の3か月ユーロイボー金利先物ロングを推奨します（チャート16）。 チャート15 ECBのテーパリングは欧州クレジットにとって悪材料 ECBのテーパリングは欧州クレジットにとって悪いニュースになるだろう ECBのテーパリングは欧州クレジットにとって悪いニュースになるだろう チャート16 2023年12月ユーロイボー先物をロング 2023年12月限ユーロイボー・フューチャーズをロングする 2023年12月限ユーロイボー・フューチャーズをロングする 結論：ECBが最も避けたいのは、欧州の成長とインフレの加速に事前対応して金融緩和を縮小し始めた結果として必然的に生じるユーロ高とイタリア国債利回りの急騰です。我々は現在の欧州債券に関する推奨を維持します：グローバル債券ポートフォリオ内で欧州をオーバーウェイトとし、コア国の政府債に対してペリフェラルのソブリンおよびコーポレートを優先するとともに、ブレークイーブンが割安なフランス、イタリア、ドイツのインフレ連動債もオーバーウェイトとします。   Robert Robis, CFA チーフ・フィクスト・インカム・ストラテジスト rrobis@bcaresearch.com 脚注 1 NAIRUは失業率の非加速的インフレ率（Non-Accelerating Inflation Rate of Unemployment）の略称です。 2 レーンのコメントは、2021年3月16日にフィナンシャル・タイムズで掲載された広範なインタビューに由来します。記事はこちらで参照できます： https://www.ft.com/content/2aa6750d-48b7-441e-9e84-7cb6467c5366 3 レーンのコメントは今月初めの5月9日に公表され、こちらで参照できます： https://www.ft.com/content/05a12645-ceb2-4cd5-938e-974b778e16e0 4 S&Pグローバルのレポート「Next Generation EU Will Shift European Growth Into A Higher Gear」はこちらで参照できます： https://www.spglobal.com/ratings/en/research/articles/210427-next-generation-eu-will-shift-european-growth-into-a-higher-gear-1192994 推奨 GFIS推奨ポートフォリオ対カスタムベンチマーク指数 ECBの見通し: 卵の殻の上を歩く ECBの見通し: 卵の殻の上を歩く デュレーション 地域配分 スプレッド商品 戦術的トレード 利回りとリターン グローバル債利回り 過去のリターン

特別レポート

Dear Client, This week, the US Bond Strategy service is hosting its Quarterly Webcast (May 19 at 10:00 AM EDT, 3:00 PM BST, 4:00 PM CEST, 11:00 PM HKT). In addition, we are sending this Quarterly Chartpack that provides a recap of our key recommendations and some charts related to those recommendations and other areas of interest for US bond investors. Please tune in to the Webcast and browse the Chartpack at your leisure, and do let us know if you have any questions or other feedback. To view the Quarterly Chartpack PDF please click here. Best regards, Ryan Swift, US Bond Strategist

Highlights Duration: Despite last month’s weak employment growth, we continue to expect the economy to reach maximum employment in time for the Fed to lift rates in 2022. Maintain below-benchmark portfolio duration. TIPS: Long-maturity TIPS breakeven inflation rates have returned to levels that are consistent with the Fed’s target. Breakevens are also discounting a very rapid increase in near-term inflation at the front-end of the curve. Investors should take this opportunity to reduce TIPS exposure from overweight to neutral and to close inflation curve flattener and real yield curve steepener positions. Yield Curve: The Treasury curve has transitioned into a bear-flattening/bull-steepening regime beyond the 5-year maturity point, and as such, our recommended yield curve positioning must be re-considered. We recommend that investors position for maximum carry across the yield curve by going long the 5-year bullet and short a duration-matched 2/30 barbell. April Payrolls Shock The Bond Market In the current environment, there is probably nothing more important for US bond investors than keeping a close eye on the monthly employment data. The Federal Reserve has made the first rate hike contingent on a return to “maximum employment”, and bond yield fluctuations reflect the market’s changing assessment of the timing and pace of future Fed rate hikes. Chart 1A Big Miss On Payrolls With that in mind, investors got a shock last Friday when April’s employment report disappointed expectations by one of the widest margins ever. The economy added only 266 thousand jobs to nonfarm payrolls in April while the Bloomberg consensus estimate was calling for 1 million! At present, the market is looking for Fed liftoff in February 2023 (Chart 2). We calculate that monthly employment growth must average at least 412 thousand for the Fed to reach its maximum employment goal by the end of 2022, in time to lift rates in early-2023 (Chart 1 on page 1). Average monthly employment growth of at least 698 thousand is required to hit the Fed’s maximum employment target by the end of this year.1   Chart 2Market Priced For Liftoff In February 2023 The last section of this report (titled “Evidence Of A Labor Shortage In The April Payrolls Report”) explores possible reasons for the weaker-than-expected employment data and concludes that payroll growth will be stronger in the second half of this year. We continue to expect that the economy will reach maximum employment in time for the Fed to lift rates in 2022, and as such, we advise bond investors to maintain below-benchmark portfolio duration. Peak Inflation Last week, we downgraded our allocation to TIPS from overweight to neutral and closed two yield curve positions – an inflation curve flattener and a real yield curve steepener – that had been in place since April 2020.2 We made these moves for two reasons: There is a good chance that realized inflation won’t match the aggressive expectations that are already discounted in the front-end of the inflation curve. Long-maturity TIPS breakeven inflation rates are now consistent with the Fed’s target. In other words, they can’t rise much further without the Fed acting to bring them back down. On the first point, we continue to expect that inflation will be relatively strong between now and the end of the year, but the market has already more than priced-in this outcome. The 1-year CPI swap rate is currently 3.18% and the 2-year CPI swap rate sits at 2.99% (Chart 3). Even if we assume that core CPI increases by a robust +0.2% per month going forward, that will only cause 12-month core CPI inflation to reach 2.29% by the end of this year (Chart 4). Chart 3An Inflation Snapback Is Priced In Chart 4Inflation In 2021 Chart 5TIPS Are Very Expensive To further that point, this week we unveil our new TIPS Breakeven Valuation Indicator (Chart 5). The indicator is based on the theory of adaptive expectations – the theory that inflation expectations are formed based on recent trends in the actual inflation data. In essence, the indicator compares the current 10-year TIPS breakeven inflation rate to different measures of inflation and determines whether 10-year TIPS are currently cheap or expensive relative to 10-year nominal bonds. A negative reading indicates that TIPS are expensive, while a positive reading suggests that TIPS are cheap. At present, the indicator sits at -0.88. Historically, when TIPS are this expensive on our indicator there are strong odds that the 10-year TIPS breakeven inflation rate will fall during the next 12 months (Table 1). Table 1TIPS Breakeven Valuation Indicator Track Record On the second point, we have often noted that a range of 2.3% to 2.5% on long-maturity TIPS breakevens (levels seen during the mid-2000s) is consistent with the Fed’s inflation target. The 10-year and 5-year/5-year forward TIPS breakeven inflation rates haven’t spent much time near those levels during the past decade, but that is starting to change. The 10-year TIPS breakeven inflation rate recently shot up to 2.52%, above the top-end of our target band, while the 5-year/5-year forward TIPS breakeven inflation rate sits near the low-end of the range at 2.34% (Chart 6). Even Fed Chair Powell acknowledged that TIPS breakeven rates are “pretty close to mandate consistent” in the press conference that followed the April FOMC meeting.3 This is not to say that we expect the Fed to pivot quickly towards tightening. However, once the economy reaches maximum employment and the Fed starts to lift rates, the pace of rate hikes will be much quicker if long-maturity TIPS breakeven inflation rates are threatening to break above 2.5%. This puts a long-run ceiling on TIPS breakevens, one that we are quickly approaching. As for our inflation curve flattener and real yield curve steepener positions, neither makes sense unless TIPS breakeven rates continue to rise (Chart 7). Chart 6Long-Maturity Breakevens Are At Target Chart 7Exit Inflation Curve Flattener And Real Yield Curve Steepener   The cost of inflation compensation is much more volatile at the front-end of the curve than at the long end, which means that the inflation curve tends to flatten when breakevens rise and steepen when they fall. In other words, the inflation curve will not flatten further unless breakevens move higher. While we don’t see room for further inflation curve flattening, we also think that the curve will remain inverted. With the Fed targeting a temporary overshoot of its 2% inflation target, an inverted inflation curve is much more consistent with the Fed’s stated goals than a positively sloped one. As for the real yield curve, it’s easiest to think of a real yield curve steepener as the combination of a nominal curve steepener and an inflation curve flattener. If the inflation curve holds steady, then there is no difference between a real yield curve steepener and a nominal yield curve steepener. On that note, the next section of this report discusses why the case for a nominal yield curve steepener is also starting to break down. Bottom Line: Long-maturity TIPS breakeven inflation rates have returned to levels that are consistent with the Fed’s target. Breakevens are also discounting a very rapid increase in near-term inflation at the front-end of the curve. Investors should take this opportunity to reduce TIPS exposure from overweight to neutral and to close inflation curve flattener and real yield curve steepener positions. Nominal Treasury Curve: Pick Up Carry In Bullets The average yield on the Bloomberg Barclays Treasury Master Index troughed on August 4th 2020 and rose by 92 basis points until it peaked on April 2nd. The Treasury curve steepened dramatically during that period, with increases in the 10-year and 30-year yields far outpacing the rise in the 5-year yield (Table 2). Table 2Treasury Yield Changes Since The August 2020 Trough But the shape of the yield curve has behaved differently since yields peaked on April 2nd. The average index yield is down 11 bps since then, but the decline has been led by the 5-year while the 10-year and 30-year yields have been relatively sticky. We view this as evidence that, as we edge closer to an eventual rate hike cycle, the yield curve is entering a new regime. This is a natural progression. When rate hikes are only expected to occur far into the future, there will be very little volatility at the front-end of the curve and the yield curve will tend to steepen when yields rise and flatten when they fall. But over time, as we get closer to expected rate hikes, volatility will shift toward shorter and shorter maturities. This will eventually cause the yield curve to flatten when yields rise and steepen when they fall. Chart 8Buy 5-Year Versus 2/30 While there is still very little volatility in 1-3 year yields, it looks like the curve beyond the 5-year maturity point has transitioned into a bear-flattening/bull-steepening regime. That is, when yields rise we should expect the 5/30 slope to flatten and when yields fall we should expect the 5/30 slope to steepen. Indeed, we see that a gap has recently opened up between the trends in the 5/30 slope and the Treasury index yield, while the 2/5 slope remains tightly correlated with the level of yields (Chart 8). The big implication of this regime shift is that we should no longer expect our current recommended yield curve position, long the 5-year bullet and short a duration-matched 2/10 barbell, to perform well in a rising yield environment. To profit from rising yields, investors would be better off positioning for a flatter 5/30 curve by going short the 10-year bullet and long a duration-matched 5/30 barbell. However, this is not the strategy we’d recommend for investors who are already running below-benchmark portfolio duration and are thus already exposed to rising yields. The reason is that while we think the market’s current expected fed funds rate path is slightly too dovish, it is not that far from a reasonable forecast. Put differently, we see bond yields as biased higher but the near-term upside could be limited. For this reason, and since we are already exposed to higher yields through our portfolio duration call, we prefer to enter a yield curve position that will profit from an environment of stable yields. That is, a carry trade that offers a large amount of yield pick-up. The best trade in that regard is a position long the 5-year bullet and short a duration-matched 2/30 barbell (Chart 8, bottom panel). This position offers a positive yield pick-up of 31 bps, a nice cushion against the risk of capital losses from further 2/30 steepening. Bottom Line: The Treasury curve has transitioned into a bear-flattening/bull-steepening regime beyond the 5-year maturity point, and as such, our recommended yield curve positioning must be re-considered. We recommend that investors position for maximum carry across the yield curve by going long the 5-year bullet and short a duration-matched 2/30 barbell. Evidence Of A Labor Shortage In The April Payrolls Report Given the well-founded optimism about the pace of US economic recovery (real GDP grew 6.4% in the first quarter after all) it was very surprising that only 266 thousand jobs were added in April. One possible reason for the weak job growth is that a lack of labor supply is holding it back. We explored this issue in a recent report and concluded that there is a lot of evidence to support the claim.4 While it is a bad idea to read too much into any single datapoint, we think it’s likely that the labor shortage played a significant role in April’s poor employment number. At first blush, the industry breakdown of April’s employment report appears to refute the labor shortage narrative. For example, the Leisure & Hospitality sector added 331 thousand jobs on the month, by far the most of all the industry groups (Table 3). This is interesting because the Leisure & Hospitality sector – primarily restaurants and bars – is a close-contact service industry with low average wages, the exact sort of industry where we would expect to see evidence of a labor shortage. Table 3Employment By Industry But we don’t think strong Leisure & Hospitality job growth refutes the labor shortage narrative. For one thing, while +331k is a lot of new jobs in a single month, it could have been a lot more. The third column of Table 3 shows that the Leisure & Hospitality industry is still 2.8 million jobs short of where it was prior to COVID. Further, other indicators within the Leisure & Hospitality sector clearly point toward a lack of labor supply. The Job Openings Rate is much higher in the Leisure & Hospitality sector than in the economy as a whole (Chart 9) and Leisure & Hospitality wages have grown much more quickly during the past few months (Chart 9, bottom panel). It seems highly likely that Leisure & Hospitality job growth would be stronger if not for supply side constraints. More generally, economy-wide measures of labor demand have recovered much more quickly than the actual employment data (Chart 10). The job openings rate and the NFIB Jobs Hard To Fill survey have both surpassed their pre-COVID peaks, and more households describe jobs as “plentiful” than as “hard to get”. The one outlier is the unemployment rate which, after controlling for furloughed workers, has barely budged off its peak (Chart 10, bottom panel). This points strongly to labor supply being the limiting factor, not demand. Chart 9Leisure & Hospitality Wages Are Accelerating Chart 10Evidence Of A Labor Shortage   Bottom Line: There is a lot of evidence that a lack of labor supply is holding back job growth. However, we expect that supply constraints will be cleared up relatively soon as widespread vaccination makes people more comfortable re-entering the labor force, and as expanded unemployment benefits lapse. We expect that job growth will be much stronger in the second half of 2021 and into 2022.   Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 We define maximum employment as an unemployment rate of 4.5% and a labor force participation rate equal to its pre-COVID level of 63.3%. 2 Please see US Bond Strategy Weekly Report, “Negative Oil, The Zero Lower Bound And The Fisher Equation”, dated April 28, 2020. 3 https://www.federalreserve.gov/mediacenter/files/FOMCpresconf20210428.p… 4 Please see US Bond Strategy Weekly Report, “Making Money In Municipal Bonds”, dated April 27, 2021. Fixed Income Sector Performance Recommended Portfolio Specification

Highlights Global Reflation: Commodity prices have exploded higher of late, with surging global growth exacerbating demand/supply imbalances in important industrial commodities like copper and iron ore. These trends are likely to persist over the next 6-12 months, helping keep the inflation expectations component of global bond yields elevated. US Inflation Expectations: Longer-maturity US TIPS breakevens have climbed to the middle of the 2.3-2.5% range that we have long defined as consistent with the Fed’s 2% PCE inflation target. Additional increases in breakevens, fueled by further gains in commodity prices and a rapidly tightening US labor market, raise the risk that the Fed will be forced to shift to a less dovish policy stance sooner than expected. US TIPS: With the “easy money” having been made on US breakeven widening, we are booking profits on our long-held recommended overweight stance on US TIPS versus nominal US Treasuries. We now see a neutral allocation to TIPS as appropriate in the near term. Feature Chart of the WeekA True Global Reflation Trade Commodity prices have enjoyed a spectacular recovery from the COVID-induced lows of 2020. On a total return basis, the Goldman Sachs Commodity Indices (GSCI) for Industrial Metals, Energy and Agricultural are up a whopping 72%, 164% and 69%, respectively, from the 2020 lows. Surging commodities have been a major part of the global “reflation trade” over the past year, helping fuel spectacular bull markets in global risk assets like equities and corporate credit. The inflation expectations component of government bond yields has also climbed higher as part of the reflation trade. Our GDP-weighted average of major developed market 10-year breakeven rates from inflation-linked bonds now sits at 1.9%, a level last seen in 2014 (Chart of the Week). Nominal global bond yields have remained relatively subdued compared to the rapid increase in breakeven inflation rates, with markets discounting an extended period of negative real central bank policy rates in many countries. That fits with the current forward guidance of policymakers throughout the developed world, who continue to signal that policy rates will remain unchanged over at least the next two years. That guidance will begin to be challenged in the latter half of 2021, however, with policymakers forced to adjust their monetary settings as the COVID-19 pandemic approaches its end date. Already, the Bank of Canada has begun to taper the pace of its bond buying program, with economic growth, and house prices, surprising to upside in Canada. We expect the Fed to do the same by late 2021 or early 2022, as a US economy fueled by post-COVID reopening and big fiscal stimulus results in a smaller output gap and additional inflation pressures from more than just commodities. This shift will not represent a peak in US Treasury yields, but will mark a turning point where rising real yields, rather than higher inflation expectations, become the main driver of bond yields. Boom Times For Commodities Chart 2Commodities Boosting Headline Inflation Before Core Starts Catching UP Surging commodity prices over the past year have helped lift realized inflation rates in most countries, but have also widened the gap between headline and core inflation (Chart 2). This trend has been most visible in the US, where year-over-year headline consumer price index (CPI) inflation reached 2.6% in April but core (excluding food and energy) CPI inflation was only 1.6%. That gap was far more acute in the producer price index (PPI) data, with headline PPI inflation soaring to a 13-year high of 12.0% while core PPI inflation only reached 3.1%. That gap between headline and core inflation rates is a result of the nature of this particular commodity bull market, where the moves have been most extreme in the food and energy components excluded in the core inflation data. For the month of April alone (Chart 3), there were huge moves in food related commodities like corn (+24%), wheat (+18%) and sugar (+15%). Energy related commodities also had a big month, led by robust increases in oil (+10% for West Texas Intermediate) and gasoline (+6%). Chart 3Commodity Surge Accelerated Last Month Looking ahead, rapid above-trend economic growth over the next couple of years is likely to push core inflation rates higher. The IMF projects the output gap – which correlates most strongly with core inflation - for the advanced economies to be effectively closed by the end of 2022. This suggests that core inflation should drift higher over the next 12-18 months (Chart 2, bottom panel). This makes the outlook for commodity-driven inflation critical to the overall inflation outlook, as this could result in global headline inflation rates reaching levels not seen since before the 2008 financial crisis. To be sure, the current boom in commodities is different from anything seen over the past several years. Prices for key industrial commodities like copper and iron ore are close to the all-time highs reached during the “early Fed QE” days of 2010-2012 (Chart 4). Lumber prices have gone parabolic (up 5½ times from the 2020 low), as the pandemic-induced exodus to the suburbs has driven massive demand for new homes (and the wood needed to build them) at a time of limited lumber supply. Chart 4A Broad-Based Boom For Commodities Chart 5Demand Surge + Lean Inventories = Higher Prices That combination of surging demand and lean inventories is also evident in industrial metals like copper and aluminum. This has led to increasing levels of backwardation where spot prices rise much faster than futures prices – a sign of the tightness in physical commodity markets (Chart 5). Oil prices have also enjoyed a healthy rally, but still remain well south of the $100-120/bbl range seen during the 2010-2014 bull market. The oil market dynamics are different from some of the important industrial metals, as inventory levels remain relatively high (Chart 6). BCA Research’s Commodity & Energy Strategy service remains cyclically bullish on oil, forecasting a move to $76/bbl on the Brent oil price by the end of 2022. Given the historical strong correlation between oil prices and breakeven rates from global inflation-linked bond (ILB) markets, further increases in energy prices would imply more potential upside for breakevens. However, in many ILB markets - including US TIPS - breakevens already are trading above levels implied by oil prices (more on that later). Looking ahead, the broad-based commodity rally can continue over the latter half of 2021, as accelerating global growth leads to demand for commodities exceeding supply. Many commodity market commentators have even suggested that this move is the start of a new commodity “supercycle” or a multi-year period of rising prices. For that to happen, one of both of two things would need to take place: a) A steady surge of commodity demand that consistently exceeds supply China has been the dominant consumer of industrial commodities, accounting for nearly 60% of global consumption of copper and aluminum and 14% of global oil demand (Chart 7). Thus, it is nearly impossible to have a true commodities supercycle without robust Chinese demand. Chart 6As Oil Works Off Inventory Overhang, Prices Will Rise Chart 7China Remains Critical For Commodities Chart 8Diminished Chinese Stimulus A Potential Headwind For Commodities The IMF projects Chinese real GDP growth to expand from 2.3% in 2020 to 8.4% in 2021 before slowing back to 5.6% in 2022. That deceleration next year is in response to Chinese policymakers reining in the monetary and fiscal stimulus initiated in 2020 to fight the shock of the pandemic. Our measure of the combined credit and fiscal impulse in China – a reliable leading directional indicator of the growth in commodity indices like the CRB index – has already slowed sharply so far in 2021, suggesting reduced stimulus (Chart 8). It is possible that other sources of demand, like “green” investment or the global shift towards electric vehicles, could eventually increase to help offset the reduced pace of Chinese growth and commodity consumption for certain commodities like copper (electric cars use nearly four times as much copper as a car powered by a typical internal combustion engine). Given the sheer size of China’s footprint in global commodity markets, it is unlikely that other sources of commodity demand can accelerate fast enough to meaningfully offset slowing Chinese growth over at least the next 12-18 months. Chart 9Another Big Boost To Commodities From USD Weakness Is Unlikely b) A sustained depreciation of the US dollar Commodity prices are priced in US dollars, thus periods of commodity price strength often coincide with dollar bear markets. The greenback continues to be pulled in opposing directions by dollar-negative interest rate differentials and dollar-positive growth differentials versus other major developed economies (Chart 9). Those trends are starting to shift at the margin, but in a way that is unclear for the dollar’s future direction. Interest rate differentials have already turned more positive as US bond yields have increased since late 2020 at a faster pace than seen in other countries. This is positive for the dollar, on the margin. At the same time, the recent surge in non-US manufacturing PMIs relative to the US (bottom panel) suggests that growth is starting to catch up somewhat to the rapid pace of US growth as major economies like the UK and Germany begin to loosen pandemic economic restrictions. This is negative for the dollar, on the margin. Looking ahead, our expectation that the Fed will shift its forward guidance on future tapering of asset purchases and interest rate hikes in a less dovish direction later this year raises the risk that the dollar could find a cyclical bottom. As the Fed embarks on the slow path towards withdrawing its pandemic monetary stimulus measures over the next few years, it is highly unlikely that the dollar will weaken enough (if at all) and support a new commodity supercycle. Even without a new supercycle, the cyclical backdrop should remain supportive for more commodity price upside over at least the next six months. Beyond that, the impacts of China credit tightening and Fed tapering will likely lead to some slowing of the relentless upward march of commodity prices … and inflation expectations. Bottom Line: Commodity prices have exploded higher of late, with surging global growth exacerbating demand/supply imbalances in important industrial commodities like copper and iron ore. This is helping fuel a rise in realized inflation rates in many countries like the US, while also keeping global bond yields elevated through rising inflation expectations. These trends are likely to persist over the latter half of 2021, before running into policy headwinds from China and the US. Introducing Our New Comprehensive Breakeven Indicators Inflation breakevens on global ILBs have come a long way from the dark, depressed, disinflationary days during the 2020 COVID recession, fueled by accelerating economic growth and surging commodity prices. 10-year US TIPS breakevens have risen from a low of 0.6% in March 2020 to 2.4% today. German 10-year breakevens have seen a solid increase as well, from 0.2% in March 2020 to 1.4% today. How can we determine how much more upside exists for these moves? To help do this, we have constructed a new measure to assess the scope for future moves in ILB breakevens for the major developed economy ILB markets, which we have dubbed the Comprehensive Breakeven Indicator (CBI). For each country, the CBI consists of the following: The residual from our fair value model for 10-year inflation breakevens The gap between realized headline inflation and the central bank inflation target The gap between 10-year breakevens and survey-based inflation expectations We standardize all three of these variables and add them to form the CBI. The CBI should be interpreted as the “potential strength” of a trend in breakevens. For example, if breakevens are below the model-implied fair value or survey-based measures of inflation, of if actual inflation is below a central bank target, that suggests that there is room for inflation expectations to move higher. To the extent that any of those gaps become closed, this limits how much further breakevens can increase. The residuals from our fair value models are obviously a direct indication of the value of breakevens. The gap between breakevens and survey-based inflation expectations is an indication of the “inflation risk premium” embedded in breakevens and is, thus, also a measure of valuation (assuming survey-based measures represent something closer to the “true” level of inflation expectations among economic agents in any country). The third input into the CBI is not a valuation gauge, but a signal for future monetary policy changes that can impact breakevens. Once actual inflation rises to, or above, central bank targets, this raises the risk of tighter monetary policy that will act to slow economic growth and, eventually, lower inflation expectations. We present the CBIs for the eight countries where we have fair value breakeven models in Chart 10 and Chart 11. We show the CBIs in the top panel of the chart and the standardized inputs into the CBIs in the bottom three panels. We’ve grouped the countries such that those with the highest CBIs (the US, Canada, the UK and Australia) are in Chart 10 while those with the lower CBIs (Germany, France, Italy and Japan) are in Chart 11. Chart 10Less Upside Potential For Breakevens In This Group Chart 11More Upside Potential For Breakevens In This Group Chart 12European Breakevens Still Offer Some Value It is clear from the charts that the countries with the higher CBIs have seen a significant convergence of breakevens to survey-based inflation expectations. This can be interpreted as a reduction of the “disinflation risk premium” in ILB breakevens. Convergence of actual inflation to central bank targets has also boosted the CBI for the US, Canada, Germany and France.1 Looking purely at a snapshot of the latest CBIs, it is clear that euro area breakevens have more potential to rise compared to breakevens in the US, Australia and Canada (Chart 12). We find that the CBIs also correlate well with market expectations of future central bank interest rate moves. We plot the latest reading from the CBIs versus our 24-month central bank discounters, which measure the amount of interest rate hikes or cuts over the next two years priced in overnight index swap curves, in Chart 13. The correlation between the CBIs and discounters is robust, which is sensible as rising inflation – both realized and expected – will lead markets to expect tighter monetary policy in the future. Chart 13Our New Comprehensive Breakeven Indicator Correlates Well With Interest Rate Expectations The CBIs suggest that, from a country allocation perspective, bond investors should be reducing exposure to ILBs in the US, UK, Australia and Canada while increasing exposure to ILBs in the euro area and Japan. We already have those views reflected in our strategic investment recommendations, and our model bond portfolio, with two exceptions: Japan, where inflation remains too weak to expect any meaningful increase in breakevens; and the US, where we have had a long-standing overweight to US TIPS that now looks to have significantly less upside. US TIPS: Downgrade To Neutral With regards to our overweight recommendation on US TIPS versus nominal US Treasuries, we have always viewed the 2.3-2.5% range on longer-maturity breakevens as levels consistent with the Fed’s 2% inflation target on headline PCE inflation. With the 10-year TIPS breakeven now at 2.4%, and the 5-year/5-year forward breakeven at 2.3%, our target has been reached (Chart 14). Chart 14US TIPS Breakevens Are Now Consistent With The Fed's Inflation Target Chart 15Downgrade US TIPS To Neutral The Fed has actively been seeking to lift TIPS breakevens as part of its reflationary policies designed to combat the pandemic. Now, with US growth accelerating and realized inflation gaining significant upside momentum, any additional increases in breakevens are more likely to force the Fed to signal a policy shift in a less dovish direction. This is our expectation for the latter half of 2021, where we see the Fed beginning to signal a taper of its asset purchases starting in early 2022. Therefore, combining the signal from our new CBI for the US with actual inflation breakevens reaching our target range, we determine that an overweight stance on US TIPS is no longer appropriate. Thus, we are downgrading our formal strategic stance on TIPS to neutral (3 out of 5) from overweight. We are also removing our “non-benchmark” allocation to TIPS in our model bond portfolio on pages 14-15. The annual excess return for US TIPS appears to be peaking (Chart 15), further enhancing both the message from our US CBI and confirming that a move to a neutral allocation is appropriate. Bottom Line: With the “easy money” having been made on US breakeven widening, we are booking profits on our long-held recommended overweight stance on US TIPS versus nominal US Treasuries. We now see a neutral allocation to TIPS as appropriate in the near term. We are maintaining our overweight stance on euro area inflation-linked bonds, however, where breakevens are still undervalued and the ECB will stay dovish for longer.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 Note that the series in the charts are standard deviations of the actual input series. So a positive reading does not mean that breakevens are above survey-based inflation expectations, for example, but that the gap between the two series is above its mean value. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Chart 1Inflation Pressures Building As expected, base effects kicked in and pushed 12-month core PCE inflation from 1.37% to 1.83% in March. But a favorable comparison to last year’s depressed price level only explains part of inflation’s jump. Core PCE also rose at an annualized monthly rate of 4.4% in March, one of the highest readings seen during the past few years (Chart 1). Jerome Powell spoke about the Fed’s view of inflation at last week’s FOMC press conference and he reiterated that the Fed views current upward price pressures as transitory, the result of both base effects and temporary bottlenecks resulting from an economic re-opening where demand recovers more quickly than supply. Powell’s message is that the Fed won’t lift rates until the labor market returns to “maximum employment” and it won’t start tapering asset purchases until it sees “substantial further progress” toward that goal. Our view remains that the Fed will see enough improvement in the labor market to start tapering asset purchases in late-2021 or early-2022. It will also begin lifting rates before the end of 2022. As a result, we continue to recommend below-benchmark portfolio duration. Feature Table 1Recommended Portfolio Specification Table 2Fixed Income Sector Performance Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 13 basis points in April, bringing year-to-date excess returns up to +111 bps. The combination of above-trend economic growth and accommodative monetary policy supports positive excess returns for spread product versus Treasuries. At 149 bps, the 2/10 Treasury slope is very steep and the 5-year/5-year forward TIPS breakeven inflation rate sits at 2.26% – almost, but not quite, equal to the lower-end of the 2.3% - 2.5% range that the Fed considers “well anchored”. The message from these two indicators is that the Fed is not yet ready to turn monetary policy more restrictive. 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 1st percentile (Chart 2). This means that the breakeven spread has only been tighter 1% of the time since 1995. The same measure shows that Baa-rated bonds have only been more expensive 2% of the time (panel 3). We don’t anticipate material underperformance versus Treasuries, but we see better opportunities outside of the investment grade corporate space. Specifically, we advise investors to favor both tax-exempt and taxable municipal bonds over investment grade corporates with the same credit rating and duration (see page 9). We also prefer USD-denominated Emerging Market Sovereign bonds over investment grade corporates with the same credit rating and duration (see page 8). 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 (see page 6). Table 3ACorporate Sector Relative Valuation And Recommended Allocation* Table 3BCorporate Sector Risk Vs. Reward* High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 70 basis points in April, bringing year-to-date excess returns up to +335 bps. In a recent report, we looked at the default expectations that are currently priced into the junk index and considered whether they are likely to be met.1 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 3.2% (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%, very close to what is priced into junk spreads. Given that the large amount of fiscal stimulus coming down the pike makes the Fed’s 6.5% real GDP growth forecast look conservative, 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 Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 11 basis points in April, bringing year-to-date excess returns up to +26 bps. The nominal spread between conventional 30-year MBS and equivalent-duration Treasuries tightened 5 bps in April. 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 conventional 30-year MBS option-adjusted spread (OAS) currently sits at 11 bps. This is considerably below the 51 bps offered by Aa-rated corporate bonds, the 33 bps offered by Agency CMBS and the 24 bps offered by Aaa-rated consumer ABS. All in all, the value in MBS is not appealing compared to other similarly risky sectors. In a recent report, we looked at recent MBS performance and valuation across the coupon stack.2 We noted that high coupon MBS have delivered strong excess returns versus Treasuries since bond yields troughed last August, while low coupon MBS have lagged (panel 4). This divergence occurred because the higher coupon securities are less negatively convex and thus their durations didn’t extend as much during the back-up in yields. Looking ahead, we recommend favoring 4% and 4.5% coupons and avoiding 2%, 2.5% and 3% coupons. The higher OAS and less negative convexity of those higher coupon securities will cause them to outperform in an environment of flat or rising bond yields. Lower coupon MBS only look poised to outperform in an environment of falling bond yields, which is not our base case. Chart 4MBS Market Overview Government-Related: Neutral The Government-Related index outperformed the duration-equivalent Treasury index by 6 basis points in April, bringing year-to-date excess returns up to +72 bps (Chart 5). Sovereign debt underperformed duration-equivalent Treasuries by 19 bps in April, dragging year-to-date excess returns down to +21 bps. Foreign Agencies outperformed the Treasury benchmark by 2 bps on the month, bringing year-to-date excess returns up to +34 bps. Local Authority bonds outperformed by 41 bps in April, bringing year-to-date excess returns up to +329 bps. Domestic Agency bonds outperformed by 5 bps, bringing year-to-date excess returns up to +19 bps. Supranationals outperformed by 3 bps, bringing year-to-date excess returns up to +16 bps. We recently took a detailed look at USD-denominated Emerging Market (EM) Sovereign valuation.3 We found that, on an equivalent-duration basis, EM Sovereigns offer a spread advantage over investment grade US corporates. Attractive countries include: Mexico, Russia, Indonesia, Colombia, Saudi Arabia, Qatar and UAE. We prefer US corporates over EM Sovereigns in the high-yield space where there is still some value left in US corporate spreads and where the EM space is dominated by distressed credits like Turkey and Argentina. Chart 5Government-Related Market Overview Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal bonds outperformed the duration-equivalent Treasury index by 17 basis points in April, bringing year-to-date excess returns up to +308 bps (before adjusting for the tax advantage). We took a detailed look at recent municipal bond performance and valuation in last week’s report and came to the following conclusions.4 First, the economic and policy back-drop is favorable for municipal bond performance. The recently passed American Rescue Plan includes $350 billion of funding for state & local governments, a bailout that comes after state & local government revenues already exceeded expenditures in 2020 (Chart 6). President Biden has also proposed increasing income tax rates. Though these increases may not pass before the 2022 midterm, the threat of higher tax rates could increase interest in municipal bonds. Second, Aaa-rated municipal bonds look expensive relative to Treasuries (top panel). Muni investors should move down the quality spectrum to pick up additional yield. Third, General Obligation (GO) and Revenue munis offer better value than investment grade corporates with the same credit rating and duration, particularly at the long-end of the curve. Revenue munis in the 12-17 year maturity bucket offer a before-tax yield pick-up versus corporates, while GO munis offer a breakeven tax rate of just 7% (panel 2). Fourth, taxable munis offer a yield advantage versus investment grade corporates (panel 3), one that investors should take advantage of. Finally, high-yield muni spreads are reasonably attractive relative to high-yield corporates, offering investors a breakeven tax rate of 19% (panel 4). Despite the attractive spread, we only recommend a neutral allocation to high-yield munis versus high-yield corporates since high-yield munis’ deep negative convexity makes the sector prone to extension risk if bond yields should rise. Treasury Curve: Buy 5-Year Bullet Versus 2/10 Barbell Chart 7Treasury Yield Curve Overview The Treasury curve bull-flattened in April, even as the economic data continued to surprise on the upside. The 2/10 Treasury slope flattened 9 bps to end the month at 149 bps. The 5/30 slope flattened 5 bps to end the month at 144 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.5 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 in 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 Neutral Chart 8TIPS Market Overview​​​​​​ TIPS outperformed the duration-equivalent nominal Treasury index by 52 basis points in April, bringing year-to-date excess returns up to +394 bps. The 10-year and 5-year/5-year forward TIPS breakeven inflation rates rose 4 bps and 5 bps on the month, respectively. At 2.43%, the 10-year TIPS breakeven inflation rate is near the top-end of the 2.3% to 2.5% range that is consistent with inflation expectations being well anchored around the Fed’s target (Chart 8). Meanwhile, at 2.26%, the 5-year/5-year forward TIPS breakeven inflation rate is just below the target band (panel 3). This week, we are downgrading our TIPS allocation from overweight to neutral for two reasons. First, as noted above, long-maturity breakevens are consistent with the Fed’s target. The Fed has so far welcomed rising TIPS breakeven inflation rates, but it will have an increasing incentive to lean against them if they continue to move up. Second, TIPS breakevens and CPI swap rates are even higher at the front-end of the curve – the 1-year CPI swap rate is currently 2.93% – and there is a good chance that those lofty expectations will not be confirmed by the realized inflation data. In addition to shifting from overweight to neutral on TIPS versus nominal Treasuries, we also book profits on our inflation curve flattener trade (panel 4) and on our real yield curve steepener (bottom panel). The inflation curve will likely stay inverted, but it will have difficulty flattening further unless short-maturity inflation expectations move even higher. The real yield curve may continue to steepen as bond yields rise, but without additional inflation curve flattening it is better to position for that outcome along the nominal Treasury curve. ABS: Overweight Chart 9ABS Market Overview Asset-Backed Securities outperformed the duration-equivalent Treasury index by 4 basis points in April, bringing year-to-date excess returns up to +19 bps. Aaa-rated ABS outperformed by 4 bps on the month, bringing year-to-date excess returns up to +13 bps. Non-Aaa ABS outperformed by 2 bps on the month, bringing year-to-date excess returns up to +58 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 already the most recent round of stimulus is pushing 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 windfalls to pay down debt (bottom panel). Investors should remain overweight consumer ABS and should also take advantage of the high quality of household balance sheets by moving down the quality spectrum.       Non-Agency CMBS: Neutral Chart 10CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 44 basis points in April, bringing year-to-date excess returns up to +121 bps. Aaa Non-Agency CMBS outperformed Treasuries by 36 bps in April, bringing year-to-date excess returns up to +50 bps. Meanwhile, non-Aaa Non-Agency CMBS outperformed by 70 bps, bringing year-to-date excess returns up to +365 bps (Chart 10). Though returns have been strong and spreads remain attractive, particularly for lower-rated CMBS, we continue to recommend only a neutral allocation to the sector because of the structurally challenging environment for commercial real estate. Even with the economic recovery well underway, commercial real estate loan demand continues to weaken and banks are not making lending standards more accommodative (panels 3 & 4). Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 38 basis points in April, bringing year-to-date excess returns up to +87 bps. The average index option-adjusted spread tightened 4 bps on the month and it currently sits at 33 bps (bottom panel). Though Agency CMBS spreads have completely recovered to their pre-COVID levels, 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 April 30TH, 2021) Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As Of April 30TH, 2021) 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 47 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 47 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) 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 April 30TH, 2021)   Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see US Bond Strategy Weekly Report, “That Uneasy Feeling”, dated March 30, 2021. 2 Please see US Bond Strategy Weekly Report, “A New Conundrum”, dated April 20, 2021. 3 Please see US Bond Strategy Weekly Report, “Searching For Value In Spread Product”, dated January 26, 2021. 4 Please see US Bond Strategy Weekly Report, “Making Money In Municipal Bonds”, dated April 27, 2021. 5 Please see US Bond Strategy Weekly Report, “The Fed Looks Backward While Markets Look Forward”, dated March 23, 2021.

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 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 Chart 3A Solid Recovery In Inflation Expectations Chart 4European 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 Chart 6Non-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 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 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 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 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 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 Chart 13Canadian & Australian Breakevens In Line With Inflation Surveys Chart 14Assessing 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 Chart A2Our UK 10-Year Inflation Breakeven Model Chart A3Our France 10-Year Inflation Breakeven Model Chart A4Our Italy 10-Year Inflation Breakeven Model Chart A5Our Japan 10-Year Inflation Breakeven Model Chart A6Our Germany 10-Year Inflation Breakeven Model Chart A7Our Canada 10-Year Inflation Breakeven Model Chart A8Our Australia 10-Year Inflation Breakeven Model Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns