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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 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.1 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).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 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.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 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.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 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 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-finan… 4 “Vancouver, Toronto and Hamilton are the least affordable cities in North America: report”, CBC News, May 20, 2021

Highlights Global Tapering: The Bank of England has joined the Bank of Canada as central banks tapering the pace of bond buying. Markets are now trying to sort out who is next and concluding that it will not be the Federal Reserve, with US employment still well below the pre-pandemic peak. US Treasury yields will continue trading sideways until there is greater clarity on the pace of US labor market improvement, especially after the big downside miss in the April jobs report. US Treasury Curve: We are adding a new recommended US butterfly trade to our Tactical Overlay portfolio, going long the 5-year bullet and short the 2/30 barbell using US Treasury futures. This trade should benefit with US Treasury curve steepening overshooting the pace of past cycles, while offering attractive carry if persistent Fed dovishness slows the cyclical transition to a bear-flattening curve regime. Feature Heading into 2021, one of our key investment themes for the year was that no major central bank would shift to a less dovish monetary policy stance before the Fed. Not even five months into the year, our theme has already been proven incorrect. Last week, the Bank of England (BoE) announced a slower pace of its asset purchases, following a similar tapering decision by the Bank of Canada (BoC) last month. Chart of the WeekUS Jobs Recovery Lagging, Despite Vaccine Success We had assumed that no central bank could tolerate the currency strength that would inevitably occur by tapering ahead of the Fed. That was clearly not the case in Canada, and the Canadian dollar has already appreciated 4.6% versus the greenback since the BoC taper announcement April 21. The British pound also rallied solidly against both the US dollar and euro immediately after the BoE taper announcement last week. Markets are beginning to speculate on future taper candidates, like the Reserve Bank of New Zealand (RBNZ), with the New Zealand dollar being one of the strongest currencies in the G10 versus the US dollar since the end of March (+4.4%). Investors had been debating the possibility that the Fed could begin tapering sometime in the second half of 2020, largely based on what has to date been a successful US vaccination campaign. Yet while that led to optimism that the US economy can quickly reopen and return to normal, the fact remains that the recovery in US employment from the COVID shock has lagged other major economies (Chart of the Week). The big downside miss on the April US payrolls report highlights how the Fed can be patient before joining the tapering club. US Treasury yields are likely to continue trading sideways, and the US dollar will trade soft, until markets can sort out the true state of US labor demand versus supply. Which Central Bank Could Follow The BoC And BoE? Back in March, we published a report that discussed what we called the “pecking order of global liftoff”.1 We looked at how interest rate markets were pricing in an increasingly diverse path out of the coordinated global monetary easing enacted last year during the COVID recession (Chart 2). We looked at both the timing of “liftoff” (the first rate hike) and the pace of hikes afterward to the end of 2024. We then ranked the countries by the market-implied timing of liftoff. Chart 2Sorting Out The Relative Hawks & Doves Among Global CBs At the time, overnight index swap (OIS) curves were discounting the earliest liftoff from the RBNZ (June 2022) and BoC (August 2022). The Fed was expected to hike in January 2023, followed by the BoE in June 2023 and Reserve Bank of Australia (RBA) in July 2023. The European Central Bank (ECB) and Bank of Japan (BoJ) were the laggards, with no rate hiked discounted until September 2023 and February 2025, respectively. In terms of the pace of rate hikes after liftoff through 2024, our list was broken into two groups. The more aggressive central banks were expected to be the BoC (+175bps), RBA (+156bps), RBNZ (+140bps) and the Fed (+139bps). Much smaller amounts of rate hikes were anticipated from the BoE (+63bps), ECB (+25bps) and BoJ (+9bps). In the two months since our March report, the market timing of liftoff, and the pace of subsequent hikes, has shifted for all those countries (Table 1). The BoC is now expected to move in September 2022, ahead of the RBNZ (October 2022). In 2023, the Fed is now priced for liftoff in March 2023, followed by the BoE and RBA (both in July 2023). The ECB liftoff date is little changed (now August 2023), while the market has dramatically pushed out the timing of any BoJ hike (now November 2025). The cumulative rate hikes through 2024 are moderately lower for all countries except Australia (a reduction in total tightening of 56bps). Table 1The Fed Is Sliding Down The “Pecking Order Of Liftoff” List What is interesting about these changes is that the market has pulled forward the timing of liftoff for the BoE and RBA, while pushing it out for the BoC, RBNZ, BoJ and, most importantly, the Fed. The Fed is now drifting down the “pecking order” for liftoff, expected to lift rates only a couple of months before the BoE or RBA. This is a major change from previous monetary policy cycles, when the Fed would typically be a first mover when it comes to tightening policy. Chart 3The Momentum Of Global QE Has Already Been Slowing While the BoC and BoE decisions to taper quantitative easing (QE) have garnered the headlines, the pace of global central bank balance sheet expansion had already peaked at the start of 2021 (Chart 3). The pace has slowed most dramatically in Canada and the US, but this was a result of certain emergency programs expiring – most notably the Fed’s corporate bond buying vehicles late last year and the BoC’s short-term repo facilities more recently. Greater financial market stability was the reason cited to end those programs, while still leaving government bond QE buying in place unchanged. The year-over-year pace of global QE was set to slow, simply from less favorable comparisons to 2020 after the surge in central bank balance sheet expansion last year. Yet now we are starting to see actual tapering of government bond purchases from some central banks. Is such “early tightening” warranted? Back in that same March report where we discussed the order of global liftoff, we gave our assessment of the most important factors that could drive central banks to consider a shift to a less dovish stance (like tapering). For the BoC, we cited booming house prices and robust business confidence as reasons the BoC could turn less dovish sooner (Chart 4). For the BoE, we noted a sharper-than-expected recovery in domestic investment and consumer spending, as the locked-down UK economy reopens, as reasons why the BoE could begin to tweak its policy settings. For both central banks, all those indicators were mentioned as factors leading to their decision to taper. For the Fed, we determined that rising inflation expectations and increasing labor market tightness would both be required for the Fed to turn less dovish. Only inflation expectations have reached that goal, with the US Employment/Population ratio still well below the pre-pandemic peak (Chart 5). For the RBA, we looked solely at realized inflation measures, as the RBA has explicitly noted that Australian wage growth must rise sustainably towards 3% - nearly double current levels - before realized CPI inflation could return to the 2-3% target range. For both the Fed and RBA, the necessary conditions for a change in current policy settings have not yet been met. Chart 4What The More Hawkish CBs Are Watching Chart 5What The More Dovish CBs Are Watching For the ECB, we noted that realized inflation (and the ECB’s inflation forecasts), along with the Italy-Germany government bond spread as a measure of financial conditions, were the most important indicators to watch before the ECB could consider any move to taper its QE programs (Chart 6). Italian spreads have widened a bit in recent months, while the latest set of ECB economic forecasts still call for headline euro area inflation to remain well south of the 2% target out to 2023. For the BoJ, we simply cited a rise in realized inflation as the only possible development that could lead to a BoJ taper. The BoJ now forecasts that Japanese inflation will not reach the 2% central bank target until at least 2024. So for both the ECB and BoJ, the conditions do not warrant any imminent tapering of bond buying. Chart 6What The Most Dovish CBs Are Watching As another way to determine who could taper next, we turn to our Central Bank Monitors, which are designed to measure the pressure on policymakers to ease or tighten monetary setting. All the Monitors have responded to the recovery in global growth and inflation, along with the easing of financial conditions implied by booming markets, over the past year. Yet only the RBA Monitor is calling for tightening (Chart 7), indicating that the RBA’s current focus on only wages and realized inflation is a departure from their behavior in the past. The Fed and BoE Monitors have risen to the zero line, suggesting no further pressure to ease policy but no tightening is needed either. The ECB, BoJ and RBNZ Monitors are all close, but just below, the zero line, suggesting diminishing need for more monetary stimulus (Chart 8). Chart 7Bond Yields Have Moved Ahead Of Our CB Monitors Chart 8Yields Overshooting Tightening Pressures Here Too Based on our assessment of the above indicators, we judge the RBNZ to be the next central bank most likely to taper, sometime in the 2nd half of 2021. We still see the Fed starting to signal tapering later this year, but with actual slowing of US Treasury (and Agency MBS) purchases not occurring until early 2022. The year-over-year momentum of bond yields correlates strongly with the Central Bank Monitors. The rise in global bond yields seen over the past year has exceeded the pace implied by the Monitors. This is unsurprising given how rapidly the global economy has recovered from pandemic-fueled recession in 2020. Supply chain disruptions and surging commodity prices have also given a lift to bond yields via rising inflation expectations, even as central banks have promised to keep rates on hold for at least the next couple of years. Yet purely from a monetary policy perspective, the surge in global bond yields looks to have gone a bit too far, too fast. Bottom Line: Markets are now trying to sort out who will taper next after the BoC and BoE, and have concluded that it will not be the Federal Reserve, with US employment still well below the pre-pandemic peak. US Treasury yields will continue trading sideways until there is greater clarity on the pace of US labor market improvement, especially after the big downside miss in the April jobs report. Bond yields in other developed markets appear to have overshot economic momentum, and a period of consolidation is needed before yields can begin moving higher again. US Treasury Curve: How Much Steepening Left? Chart 9A Pause In The UST Bear-Steepening Trend For most of the past year, the primary trend in the US Treasury curve has been one of bear steepening. Longer maturity yields have borne the brunt of the upward pressure stemming from the rapid recovery in US (and global) economic growth from the depths of the 2020 COVID-19 recession. In recent weeks, however, the surge in longer-maturity Treasury yields has stalled, as have the immediate steepening pressures (Chart 9). Purely from a fundamental economic perspective, a steepening Treasury curve is an expected result of the reflationary mix of growth, inflation and monetary policy currently at work in the US. For example, since the 2020 lows, 5-year/5-year forward inflation expectations from the TIPS market have risen 143bps while the ISM manufacturing index surged from a low of 41 to a high of 65 in March of this year (Chart 10). Combine that with the Fed cutting rates to 0% last year, while promising to keep rates unchanged through 2023 and reinforcing that commitment through QE, and it is no surprise to see a steeper US Treasury curve. Chart 10UST Curve Steepening Has Been Driven By Reflation Yet even despite these obvious steepening pressures, the pace of the Treasury curve steepening does seem to be a bit rapid compared to history. In Chart 11, we show a “cycle-on-cycle” analysis, comparing the slope of various US Treasury curve segments (2-year versus 5-year, 5-year versus 10-year, 10-year versus 30-year) to the average of the previous five US business cycles, dating back to the 1970s. The curves are lined up to the start date of the previous recession, with the vertical line in the chart representing that date. Thus, this chart allows us to see how the Treasury curve evolved heading into, and coming out of, economic downturns. Chart 11 shows that the current 2-year/5-year curve, with a steepness of 63bps, is in line with past steepening moves coming out of recession. For the curve segments at longer maturities, the pace of steepening has been much more rapid than in the past. In fact, the current 5-year/10-year slope of 82bps is already above the average past peak level, as is the 10-year/30-year curve of 72bps. If we do the same cycle-on-cycle analysis for the three previous US recessions dating back to 1990, the current curve slopes are more in line with levels seen one year into the economic expansion (Chart 12). During those previous cycles, the curve steepening trend ended around two years into the expansion. This suggests that the current curve steepening could continue into 2022, except for one major difference – the Fed cut rates to 0% very rapidly last year, far faster than in the previous easing cycles. This suggests that additional curve steepening from current levels can only occur through a surge in US inflation. Chart 11Current UST Steepening Has Moved Fast Compared To Past Cycles Chart 12Can More UST Curve Steepening Occur With A 0% Funds Rate? The slope of the Treasury curve is typically correlated to the level of the nominal fed funds rate, but is even more strongly correlated to the funds rate minus actual inflation, or the real fed funds rate. When the real funds rate is below the natural real rate of interest, a.k.a. r-star, the Treasury curve has historically exhibited its strongest steepening trend. That can be seen in Chart 13, where we show the real fed funds rate (adjusted by US core CPI inflation) compared to the New York Fed’s estimate of r-star. The gap between the two series is shown in the bottom panel, correlating very strongly to the 2-year/30-year Treasury curve slope. Chart 13Curve Steepening Results When Real Rates Are Below R* With the nominal funds rate at zero, that gap between r-star and the real fed funds rate can only widen in a fashion that would support more curve steepening if a) realized US inflation moves higher or b) r-star moves higher. Both outcomes are possible as the US economic recovery, fueled by expanding vaccinations and fiscal stimulus. Both real rates and r-star are much lower in the current cycle than in previous economic recoveries, although the r-star/real funds rate gap appears to be following a more typical path that suggests potential additional steepening pressure (Chart 14). The wild card in this analysis is the Fed itself. If US economic growth and inflation evolve in way that makes it more likely the Fed would have to begin tapering QE and, eventually, signal future rate hikes, the Treasury curve may shift to a more typical bear-flattening trend seen during tightening cycles. We saw an example of that after the release of the March US employment report, where over a million jobs were created in a single month, causing 5-year Treasury yields to jump higher than longer-maturity Treasuries (i.e. curve flattening). Looking ahead, it appears that the US yield curve is more likely to slowly transition to a bear-flattening/bull-steepening regime than continue the bear-steepening/bull-flattening: trend of the past twelve months. One way to position for this is to enter into butterfly curve trades that offer attractive carry or valuation. For that, we turn to our Treasury curve valuation models. We have been recommending a Treasury yield curve trade in our Tactical Overlay portfolio on page 19, going long a 7-year bullet versus going short a 5-year/10-year barbell (Chart 15). This barbell is now very cheap on our models, which measure value by regressing the butterfly spread on the underlying slope of the curve. In this case, the spread between the 5/7/10 butterfly is unusually wide compared to the slope of the 5/10 Treasury curve. According to our model, this butterfly spread discounts nearly 100bps of additional 5/10 steepening, an excessive amount compared to past cycles. Chart 14R* - Real Funds Rate Gap Below Previous Cyclical Peaks Chart 15Maintain Our Current 5/7/10 UST Butterfly Trade While the valuation is attractive on the 5/7/10 butterfly (Table 2), the carry on this position is a modest 12bps. A butterfly with more attractive carry is the 2/5/30 butterfly. Table 2US Butterfly Strategy Valuation: Standardized Residuals Table 3US Butterfly Strategies: Carry Chart 16Enter A New 2/5/30 UST Butterfly Trade This butterfly has a neutral valuation (Chart 16) on our model, but offers 35bps of carry - the most attractive among all butterflies involving a 5-year bullet (Table 3). With US Treasury yields, and the Treasury curve slope, likely to remain rangebound for the next few months, going for higher carry trades is an attractive strategy – particularly if used in conjunction with a below-benchmark duration stance, which we still advocate. The 2/5/30 butterfly represents an attractive near-term hedge to that more defensive duration posture. Bottom Line: We are adding a new recommended US Treasury butterfly trade to our Tactical Overlay portfolio, going long the 5-year bullet and short the 2/30 barbell. This trade should benefit with US Treasury curve steepening overshooting the pace of past cycles, while offering attractive carry if persistent Fed dovishness slows the cyclical transition to a bear-flattening curve regime.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 Please see BCA Research Global Fixed Income Strategy Report, "Harder, Better, Faster, Stronger", dated March 16, 2021, available at gfis.bcaresearch.com. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index ​​​​​​​ Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

ハイライト 中国の鋼材需要の急増を受け、建築およびインフラプロジェクトが今年完了するにつれて上海鉄鋼先物が今月初めに5,200人民元/MT弱の史上高近くまで上昇したことから、銅価格はさらに上昇すると見込まれます（今週のチャート）。 銅は今年および来年にかけて実需ベースでの需給不足を記録し、在庫がさらに減少するとともに中国および世界的に銅スクラップの需要を押し上げるでしょう。 銅価格の上昇が続けば、現在の市場での口先介入が需要と価格上昇を抑えられない場合、中国の膨大な国家保有銅在庫（約200万MTと推定される）の一部を当局が放出する可能性があります。 強い鋼材マージンと製鉄所に対する新たな環境規制が高品位鉄鉱石（65% Fe）需要を押し上げており、同品は今週初めに約223ドル/MT弱の史上高を付けました。ベンチマークの鉄鉱石価格（62% Fe）は今週10年ぶり高値で取引され、約190ドル/MT手前でした。 当社は2021年12月の銅価格予想を4.50ドル/lbから5.00ドル/lbに引き上げます。さらに、本日の取引終了時に2022年物CME/COMEX銅をロングし、2023年物CME/COMEX銅をショートするポジションを取ります。より急峻なバックワーデーションを見込んでの取組みです。 特集 中国の唐山（Tangshan）製鉄拠点における汚染削減のための製鉄所稼働率の最大30%削減という政府指示は、建設およびインフラのブームに対応する既に逼迫した市場をさらに引き締めることになります（チャート2）。このブームは鋼材価格、そして結果的に鉄鉱石価格を急騰させました（チャート3）。過去と同様に、これが銅の強気相場の次の局面の舞台を整えます。 今週のチャート 鋼材の急騰が銅価格の更なる上昇を予告 鉄鋼の急騰は銅価格のさらなる上昇を示唆する 鉄鋼の急騰は銅価格のさらなる上昇を示唆する 当社のモデルでは、特に鉄筋（リバー）価格と銅価格の間に強い関係があることが今週のチャートで確認できます。鋼材は建築・インフラプロジェクトの前段階で使われ（鉄筋で補強されたコンクリートや圧延コイル製品など）、その後、完成したプロジェクトには銅が使われます（配線や配管の形で）。 チャート2 銅の強気相場は続く 銅の強気相場は続く 銅の強気相場は続く 建設・建築ブームに加え、製造業の継続的な回復が銅価格の追い風となり、2021年後半の世界的な活動回復がこれをさらに増幅します。チャート4は名目GDP水準と銅価格の関係を示しています。重要なのは、アジア（中国を含む）およびアジア以外の経済成長が銅価格とコインテグレーション（共積分）関係にあることで、すなわち経済成長と工業コモディティは長期的な均衡を共有しており、それが同時変動を説明します。 チャート3 鋼材ブームが鉄鉱石価格を押し上げる 鉄鋼ブームが鉄鉱石価格を押し上げる 鉄鋼ブームが鉄鉱石価格を押し上げる メディア報道はしばしば、中国の政府支出をGDP比で注目しがちです（例：社会融資総額のGDP比）。しかし商品価格動向を説明しようとする際に経済要因が除外されがちです。中国政府が民間部門（財・サービス面）をさらに拡大することに成功すれば、オーガニックな経済成長が中国のコモディティ需要を説明する上でより重要になります。 チャート4 世界経済の成長が銅価格を押し上げる 世界的な経済成長が銅価格を押し上げる 世界的な経済成長が銅価格を押し上げる 当社の銅モデルでは、名目中国GDP、新興アジア（EMアジア）GDPおよびアジア以外の新興国（EM）GDPに加え、鋼材と鉄鉱石価格が銅価格と共積分関係にあることが分かります。これは純粋な経済学的観点から期待される結果です。一方で、これらの工業用コモディティ価格と中国の名目GDPに対する社会融資総額の割合との間には共積分関係（経済的な共動性や共通トレンド）は見られません。これらのモデルにより、銅価格の説明や予測に役立たない偽の関係を回避できます。 チャート5 鉄鉱石・銅の需要はグリーン・エネルギーの整備で増加する 鉄鋼価格の急騰で銅が上昇 鉄鋼価格の急騰で銅が上昇 チャート6 再生可能エネルギーが新規増分発電を主導 銅、鉄鋼価格の急騰を受け上昇へ 銅、鉄鋼価格の急騰を受け上昇へ 長期的には、当社が過去の調査報告で指摘してきたように、分散型再生可能発電の導入、よりレジリエントな電力網、電気自動車（EV）への移行は、鉄鉱石や鋼材といったばら積み需要、および特に銅のようなベースメタルの需要成長の主要な源泉となります（チャート5）。1 すでに再生可能エネルギーは、世界の電力網に追加される新規増分発電の中で最も高い成長セグメントを占めています（チャート6）。 銅供給の増加にはより高い価格が必要 銅供給は短期（2022年末まで）では需要に対応するのが困難であり、再生可能エネルギーとEVの整備は大半がこれから始まる段階にあります。つまり中期（2025年末まで）および長期（2050年）において、需要を満たすためにはかなりの新供給を開発する必要があります。 短期的には、精錬銅の供給面、特に製錬所が半精製品として精製し製造入力にする凝縮物（コンデンセート）レベルが極めて低下しており、中国の製錬所におけるトリートメント料・精製料（TC/RC）の長期的な急落からも確認できます（チャート7）。先週およそ22ドル/MTで、これらの手数料は2013年に中国でのベンチマークTC/RC指数が開始されて以来の最低水準でした（reuters.comによる）。2 チャート7 供給減少で銅のTC/RCが低下、価格を押し上げる 銅のTCRCsが供給減で下落し、価格を押し上げる 銅のTCRCsが供給減で下落し、価格を押し上げる 銅の供給事情はチャート8にも表れており、年次の供給と需要を残高に換算すると、これが在庫市場を介して調整されます。国際銅研究グループ（ICSG）は、鉱山生産は昨年も前年並みで推移し、精銅供給はわずか1.5%の増加にとどまったと推定しています。 チャート8 実需の不足が銅在庫を引き下げる... 現物不足が銅在庫を取り崩す… 現物不足が銅在庫を取り崩す… ICSGの推定によれば消費は2.2%増加し、中国の保税倉庫在庫を調整後の今年の実需ベースの不足は456千MTが見込まれます。これで銅市場は4年連続の実需不足となり、2017年以降の平均不足は約414千MTです。その結果、在庫が再び供給ギャップを埋める頼みとなり、世界の在庫は前年比約25%減と低水準で今後も減少し続けるでしょう（チャート9）。 鉱業の設備投資が弱く、銅鉱石の品位が低下しているため、相当程度の新投資を促すにはより高い価格が必要です（チャート10）。しかし、これらプロジェクトのリードタイムは最良のケースでも5年であるため、鉱山会社は近い将来に最終投資判断を下してプロジェクトを承認する必要があります（チャート11）。 チャート9 ...結果として4年続く実需不足で在庫は低水準 …4年にわたる現物不足を経て低い …4年にわたる現物不足を経て低い チャート10 弱い投資と低下する鉱石品位を是正するにはより高い銅価格が必要 弱い設備投資と鉱石品位の低下を是正するには、銅価格のさらなる上昇が必要だ 弱い設備投資と鉱石品位の低下を是正するには、銅価格のさらなる上昇が必要だ チャート11 新規鉱山稼働までのリードタイムは短縮中だが時間は限られる 銅、鉄鋼価格の急騰で上昇へ 銅、鉄鋼価格の急騰で上昇へ 投資への含意 当社が銅に注目するのは、銅があらゆる再生可能技術に関わり、電気自動車（EV）にとっても重要であり、特にこの技術が広く普及した場合にその重要性が増すという単純な事実によります（チャート12）。 当社は短期・中期・長期の投資期間にわたり銅供給の課題が続くと予想しています。短期対応として、当社は2020年9月10日に2021年12月物銅をロングすることを推奨しており、このポジションは現在39.2%の含み益です。中長期をカバーするために、当社はS&P グローバル GSCI コモディティ・インデックスおよびiShares GSCI コモディティ ダイナミック ロール ストラテジー ETF（COMT）をそれぞれ2017年12月7日と2021年3月12日に推奨しており、これらは現時点でそれぞれ-2.3%および-0.8%となっています。 チャート12 電気自動車の普及が新たな銅需要を生む 鉄鋼価格の急騰で銅が上昇へ 鉄鋼価格の急騰で銅が上昇へ 本日の取引終了時に、上記の銅の需給ストーリーに基づく中期的な機会を捉えるために、2022年物CME/COMEX銅先物をロングし、2023年物CME/COMEX銅先物をショートするポジションを構築します。市場のさらなる引き締まりにより在庫が取り崩され、銅先物カーブのバックワーデーションがより急峻になると予想しています。 短期・中期・長期の当社ポジションに対する主なリスクは、世界的にCOVID-19パンデミックを抑制できないことであり、これは短期的なリスクだと考えています。第二のリスクは、中国国家備蓄局（別名：国家鉱物備蓄局）が保有する戦略的な銅コンセントレート備蓄の大規模放出です。後者のリスクに関して、同局の実際の保有量は不明ですが、約200万MTの範囲にあると考えられています。3 結論： 当社は工業用コモディティ、特に銅に対して強気の立場を維持します。 ロバート・P・ライアン チーフ・コモディティ＆エネルギー・ストラテジスト rryan@bcaresearch.com   コモディティ概要 エネルギー： 強気 米国エネルギー情報局（EIA）によれば、テキサス州は2022年末までに約10GWのユーティリティ規模の太陽光発電を追加する見込みです。テキサスは2020年に本格的に太陽光市場に参入し、2.5GWを導入しました。EIAは今後2年間で年平均約5GWを追加すると見ており、総太陽光容量は約15GW弱になる見込みです。この新規容量の約30%は米国で最も生産性の高い油田があるパーミアン盆地で建設される予定です。比較として、米国の太陽光発電の主要生産州であるカリフォルニアはEIAによれば3.2GWの新規太陽光容量を追加します（チャート13）。2022年末までに、新規太陽光発電の約3分の1がテキサスで追加される見込みで、同州はすでに国内で最大の風力発電地でもあります。風力の発電可能性は夜間に高く、太陽は昼間に最も豊富です。 貴金属： 強気 パラジウム価格は水曜日に約2,876ドル/ozで取引され、2020年2月の過去最高2,875.50ドル/ozを上回り3,000ドル/ozに迫っています。これは世界最大のパラジウム生産者であるロシアの金属メーカー、ノリリスクの生産見通し引き下げが続いているためです（チャート14）。同社は今週、以前の見通しを更新し、鉱山の浸水により銅・ニッケル・パラジウムの鉱山生産が今年最大20%減少する可能性があるとしました。パラジウムはガソリン車の触媒に使われ、世界がCOVID-19由来の需要破壊と自動車の供給を制限している半導体不足から回復するにつれて、自動車販売の回復が見込まれます。加えて、白金族金属（PGM）の生産は南アフリカの電力供給の不安定さにより妨げられており、国内の電力大手が需給調整のために計画停電を実施せざるを得ない状況です。当社は2020年4月23日にパラジウムのロングを推奨して以降、同金属のロングを維持しており、このポジションは35.6%の含み益です。 チャート13 鉄鋼価格の急騰で銅が上昇へ 鉄鋼価格の急騰で銅が上昇へ チャート14 パラジウム価格 パラジウム価格     脚注 1     例として当社が2020年11月26日に発表したレポート「Renewables, China's FYP Underpin Metals Demand」（再生可能エネルギー：中国の五カ年計画が金属需要を支える）をご覧ください。‌ ces.bcaresearch.comで入手可能です。   2     reuters.comに掲載された2021年4月14日付の記事「RPT-COLUMN-Copper smelter terms at rock bottom as mine squeeze hits: Andy Home」を参照してください。この記事は、鉱山と製錬所間の直接取引が10ドル/MT程度まで報告されたことを指摘しており、銅の実需サイドが現状いかに逼迫しているかを示しています。 3    reuters.comに掲載された2021年4月20日付の記事「Column: Supercycle or China cycle? Funds wait for Dr Copper's call」をご覧ください。    投資見解とテーマ 推奨 戦略的推奨 戦術的トレード コモディティ価格と取組の参考表 2021年にクローズしたトレード クローズ済みトレードの要約 より高いインフレが到来 より高いインフレが到来

Highlights Q1/2021 Performance Breakdown: Our recommended model bond portfolio outperformed the custom benchmark index by +55bps during the first quarter of the year. Winners & Losers: The government bond side of the portfolio outperformed by +68bps, led overwhelmingly by our underweight to US Treasuries (+63bps). Spread product allocations underperformed by -11bps, primarily due to an overweight on UK corporates (-8bps). Portfolio Positioning For The Next Six Months: We are sticking with an overall below-benchmark portfolio duration stance, given accelerating global growth momentum, expanding vaccinations and a highly stimulative fiscal/monetary policy mix. We are maintaining a moderate overweight to global spread product versus government debt, concentrated on an overweight to US high-yield given more stretched valuations in other credit sectors. On the margin, we are making the following changes to the portfolio allocations: downgrading both UK Gilts and UK investment grade corporates to neutral, while cutting the overall allocation to EM USD credit to neutral. Feature The first quarter of 2021 saw a sharp sell-off in global bond markets on the back of rising growth expectations, fueled by US fiscal stimulus and vaccine optimism. The US was near the front of the pack, with 10-year Treasuries having their biggest first quarter sell-off since 1994. Accommodative financial conditions, fueled by a highly stimulative mix of monetary and fiscal policies and improving sentiment, have lit a fire under a global economy set to reopen from pandemic lockdowns. Going forward, we expect US growth to continue leading the way, with implications for the dollar, commodity prices, and the expected path of policy rates. With that in mind, this week we are reviewing the performance of the BCA Research Global Fixed Income Strategy (GFIS) model bond portfolio during the first quarter of 2021. We also present our recommended positioning for the portfolio for the next six months (Table 1), as well as portfolio return expectations for our base case and alternative investment scenarios. Table 1GFIS Model Bond Portfolio Recommended Positioning For The Next Six Months As a reminder to existing readers (and to new clients), the model portfolio is a part of our service that complements the usual macro analysis of global fixed income markets. The portfolio is how we communicate our opinion on the relative attractiveness between government bond and spread product sectors. We do this by applying actual percentage weightings to each of our recommendations within a fully invested hypothetical bond portfolio. Q1/2021 Model Portfolio Performance Breakdown: Steering Clear Of Duration Chart 1Q1/2021 Performance: Bearish UST Bets Pay Off The total return for the GFIS model portfolio (hedged into US dollars) in the first quarter was -1.83%, dramatically outperforming the custom benchmark index by +55bps (Chart 1).1 This follows modest outperformance in 2020 which was driven largely by overweights on spread product initiated after the pandemic shock to markets. In terms of the specific breakdown between the government bond and spread product allocations in our model portfolio, the former generated +68bps of outperformance versus our custom benchmark index while the latter underperformed by -11bps. Our allocations to inflation-linked bonds in the US, Canada and Europe - which were a source of outperformance in 2020 - modestly underperformed this quarter (-2bps) as global real yields finally began to pick up. Our outperformance this quarter was driven overwhelmingly by our decision to go significantly underweight US Treasuries, and to position for a bearish steepening of the Treasury curve, ahead of last November’s US presidential election (Table 2). That resulted in the US Treasury allocation generating a massive +63bps of excess return in Q1/2022 as longer-term US yields surged higher. Table 2GFIS Model Bond Portfolio Q1/2021 Overall Return Attribution The size of the US underweight was unusually large as we maintained only a neutral exposure to the other “high beta” markets that are typically positively correlated to US yield moves, Canada and Australia. Although the returns for those two government bond markets were very similar to that of US Treasuries in Q1, so the choice to stay neutral even with a bearish directional view on US yields did not impact the overall portfolio performance. Overweights to the more defensive “low beta” markets of Germany, France and Japan contributed a combined +4bps. We did see some losses on nominal government bonds in peripheral Europe (Italy: -0.6bps; Spain: -1.9bps), however, with the narrowing in spreads thrown off by a botched vaccine rollout. In spread product, underperformance came from overweights to UK investment grade corporates (-8bps), US CMBS (-4bps), and EM USD-denominated corporates (-2bps). This was despite the fact that spreads for UK corporates remained flat while US CMBS spreads actually narrowed. These losses were slightly offset by the overweight to lower-rated US high-yield (+3bps) and underweight to US agency MBS (+2bps). Our spread product losses, in total return terms, highlight the importance of considering duration risk when making a call on spread product, especially at a time when sovereign yields are rising and spreads offer little “cushion”. Duration also played a big part in nominal government bond outperformance, with a whopping +43bps of our total +55bps outperformance concentrated in just US Treasuries with a maturity greater than 10 years. In other words, overweighting overall global spread product and underweighting government bonds still generated major portfolio outperformance, even if there was a more mixed bag of returns within that credit overweight. The bar charts showing the total and relative returns for each individual government bond market and spread product sector are presented in Charts 2 & 3. Chart 2GFIS Model Bond Portfolio Q1/2021 Government Bond Performance Attribution Chart 3GFIS Model Bond Portfolio Q1/2021 Spread Product Performance Attribution By Sector Biggest Outperformers: Underweight US Treasuries with a maturity greater than 10 years (+43bps), maturity between 7 and 10 years (+11bps), and with a maturity between 5 and 7 years (+7bps) Overweight US high-yield (+3bps) Underweight US agency MBS (+2bps) Overweight Italian inflation-indexed BTPs (+2bps) Biggest Underperformers: Overweight UK investment grade corporates (-8bps) Overweight US agency CMBS (-4bps) Overweight Spanish government bonds (-2bps) Chart 4 presents the ranked benchmark index returns of the individual countries and spread product sectors in the GFIS model bond portfolio for Q1/2021. Returns are hedged into US dollars (we do not take active currency risk in this portfolio) and adjusted to reflect duration differences between each country/sector and the overall custom benchmark index for the model portfolio. We have also color coded the bars in each chart to reflect our recommended investment stance for each market during Q1 (red for underweight, dark green for overweight, gray for neutral). Chart 4Ranking The Winners & Losers From The GFIS Model Bond Portfolio Universe In Q1/2021 Ideally, we would look to see more green bars on the left side of the chart where market returns are highest, and more red bars on the right side of the chart were returns are lowest. On that front, our portfolio allocations performed exceptionally well in Q1. In total return terms, the global bond market sell-off was a disaster for both government bonds and spread product. US high-yield, one of our longer-standing overweights, was the only sector to emerge unscathed, delivering a positive return of +42bps. Within our government bond allocation, the “defensive” markets—Japan (-44bps), Germany, (-261bps) and France (-371bps)—were nevertheless shaken by rising yields. On the other hand, we limited our downside by maintaining a neutral stance on the higher beta markets such as Canada (-406bps), New Zealand (-415bps), and the UK (-1389bps). Gilts sold off especially sharply as the UK outperformed global peers on COVID-19 vaccinations while inflation expectations continued to pick up. Our two underweights, US Treasuries (-426bps) and European high-yield (-426bps), were prescient. The latter market was one we chose to underweight given that spreads didn’t offer nearly enough compensation on a default-adjusted and breakeven basis. Bottom Line: Our model bond portfolio outperformed its benchmark index in the first quarter of the year by +55bps – a positive result driven by our underweight allocation to the US Treasury market and overall below-benchmark global duration stance. Future Drivers Of Portfolio Returns & Scenario Analysis Chart 5More Growth-Driven Upside For Global Yields Ahead Looking ahead, the performance of the model bond portfolio will continue to be driven predominantly by the future moves of global government bond yields, most notably US Treasuries. Our most favored leading indicators for global bond yields continue to signal more upside over at least the next six months (Chart 5). Our Global Duration Indicator, comprised of measures of future economic sentiment and momentum, remains at an elevated level. The ongoing climb in the global manufacturing PMI, which typically leads global real bond yields by around six months, suggests that the recent uptick in real yields can continue into the second half of 2021. We are still maintaining a bias towards bearish yield curve steepening across all the countries in the model bond portfolio. It is still far too soon to see bearish flattening of yield curves given the dovish bias of global central banks, many of which are actively targeting an overshoot of their own inflation targets. The US will be the first central bank to see any bearish flattening pressure, as the market more aggressively pulls forward the liftoff date of the next Fed tightening cycle in response to strong US growth, but that is an outcome we do not expect until well into the second half of 2021. With regards to country allocations within the government bond segment of the model bond portfolio, we continue to focus our maximum underweight on the US, while limiting exposure to the markets that are more sensitive to changes in US interest rates (Chart 6). Those “lower yield beta” markets (Germany, France and Japan) will continue to outperform the higher beta markets (Canada, Australia) over the latter half of 2021. We currently have Canada on “downgrade watch”, as economic momentum is accelerating and the housing bubble looks to be reflating, both of which will make the Bank of Canada turn more hawkish shortly after the Fed does. We are more comfortable keeping Australia at neutral, as Australian inflation is likely to remain too underwhelming for the Reserve Bank of Australia to turn less dovish and risk a surge in the Australian dollar. UK Gilts are a more difficult case, atypically acting like a lower beta market over the past few years. As we discussed in a Special Report published last month, we attribute the declining Gilt yield beta to the rolling shocks the UK has suffered over the past thirteen years – the 2008 global financial crisis, the 2012 euro area debt crisis, Brexit and, now, COVID-19 – that have hamstrung the Bank of England’s ability to try even modest interest rate hikes.2 With the impact of those shocks on UK growth now diminishing, we see the central bank under greater pressure to begin normalizing UK monetary policy over the couple of years. We downgraded our cyclical stance on UK Gilts and UK investment grade corporates to neutral from overweight in that Special Report and, this week, we are making the same reduction in UK weightings in our model bond portfolio (see the portfolio tables on pages 20-21). After that change, the overall duration of the model bond portfolio remains below that of the custom benchmark index, now by -0.75 years (Chart 7). Chart 6Low-Beta Markets Will Continue To Outperform USTs Chart 7Overall Portfolio Duration: Stay Below Benchmark We continue to see the dovish bias of global central bankers as being conducive to the outperformance of inflation-linked bonds versus nominal government debt (Chart 8). Yes, the “easy money” has been made betting on a recovery of inflation expectations from the bombed-out levels seen after the COVID-19 recession in 2020. However, within the major developed economies with inflation-linked bond markets, 10-year breakevens have already climbed beyond the pre-pandemic levels of early 2020 (Chart 9). The next targets are the previous cyclical highs seen in 2018 (and 2019 for the UK). Chart 8Dovish Central Banks Still Positive For Inflation-Linked Bonds Chart 9Inflation Breakevens Returning To Past Cyclical Peaks Chart 10Still A Supportive Backdrop For Global Corporates The 10-year US TIPS breakeven is already past that 2018 peak of 2.18%, and with the Fed showing no sign of concern about US growth and inflation accelerating, the 10-year US breakeven should end up moving into the high end of our expected 2.3-2.5% target range before the Fed begins to turn less dovish. Thus, we are maintaining a core allocation to linkers in the portfolio, focused on US TIPS and inflation-linked bonds in Italy, France and Canada. The same aggressive easing of global monetary policy that has been good for relative inflation-linked bond performance continues to benefit global corporate bonds. The annual rate of growth of the combined balance sheets of the Fed, ECB, Bank of Japan and Bank of England remains an excellent leading indicator of the excess returns of both global investment grade and high-yield corporates over the past decade (Chart 10). With the combined balance sheet now expanding at a 55% pace, corporate bonds are still likely to continue to outperform government debt over the remainder of 2021. Much of that expected return outperformance of corporates will come via carry rather than spread compression, though. Our preferred measure of the attractiveness of credit spreads, the historical percentile ranking of 12-month breakeven spreads, shows that only US high-yield spreads are above the bottom quartile of their history among the credit sectors in our model portfolio (Chart 11). Given the absence of spread cushion in those other markets, we are maintaining an overweight stance on US high-yield in the model bond portfolio – especially versus euro area high-yield where we are underweight - while staying neutral investment grade credit in the US and Europe. Chart 11US High-Yield: The Last Bastion Of Attractive Spreads Within the euro area, we continue to prefer owning Italian government bonds over investment grade corporates, given the European Central Bank’s more explicit support for the former through quantitative easing (Chart 12). We expect Italian yields and spreads to converge down to Spanish levels, likely within the next 6-12 months, while there is limited downside for euro area investment grade spreads given tight valuations. Chart 12Favor Italian BTPs Over Euro Area IG We are not only looking at relative valuation considerations in developed market credit. Emerging market (EM) USD-denominated credit has benefited from a bullish combination of global policy stimulus, a weakening US dollar and rising commodity prices. We have positioned for that in our model portfolio through an overall overweight stance on EM USD credit, but one that favors investment grade corporates over sovereigns. Now, with the Chinese credit impulse likely to slow in the latter half of 2021 as Chinese policymakers look to rein in stimulus, a slower pace of Chinese economic growth represents a risk to EM credit (Chart 13). The same can be said for the US dollar, which is no longer depreciating with US bond yields rising and the markets questioning the Fed’s dovish forward guidance on future rate hikes (Chart 14). A strong US dollar would also be a risk to the commodity price rally that has supported EM financial assets. Chart 13Global Policy Mix Becoming Less Supportive For EM Chart 14A Stronger USD Is A Risk For EM Corporates Vs Sovereigns Chart 15A Moderate Overweight To Spread Product Vs Government Debt In response to these growing risks to the bullish EM backdrop, we are downgrading our overall EM USD credit exposure in the model bond portfolio to neutral from overweight. We are maintaining our relative preference for EM investment grade corporates over sovereigns, however, within that overall neutral allocation. Summing it all up, we are sticking with a moderately overweight stance on global spread product versus government debt in the model portfolio, equal to four percentage points (Chart 15). That overweight comes entirely from the US high-yield allocation. After the changes made to our UK and EM positions, the tracking error of the portfolio, or its expected volatility versus that of the benchmark index, is quite low at 41bps (Chart 16). This is an unsurprising outcome given that the current positioning is focused so heavily on the US (Treasury underweight, high-yield overweight), with much of the other positioning close to neutral. That will change as 2021 progresses but, for now, our highest conviction views are in US fixed income. One final point – the relatively concentrated positioning leaves the portfolio “flat carry”, with a yield roughly equal to that of the benchmark index (Chart 17). Chart 16Limited Use Of Portfolio 'Tracking Error' Chart 17Model Portfolio Yield Close To Benchmark Scenario Analysis & Return Forecasts After making the shifts to our model bond portfolio allocations in the UK and EM, we now turn to scenario analysis to determine the return expectations for the portfolio for the next six months. On the credit side of the portfolio, we use risk-factor-based regression models to forecast future yield changes for global spread product sectors as a function of four major factors - the VIX, oil prices, the US dollar and the fed funds rate (Table 2A). For the government bond side of the portfolio, we avoid using regression models and instead use a yield-beta driven framework, taking forecasts for changes in US Treasury yields and translating those in changes in non-US bond yields by applying a historical yield beta (Table 2B). For our scenario analysis over the next six months, we use a base case scenario plus two alternate “tail risk” scenarios, based on the following descriptions and inputs: Table 2AFactor Regressions Used To Estimate Spread Product Yield Changes Table 2BEstimated Government Bond Yield Betas To US Treasuries Base case: Ongoing global vaccinations lead to more of the global economy reopening over the summer, with excess savings built up during the pandemic – augmented by ongoing fiscal support – starting to be spent. US economic growth will be most robust out of the major economies, given the additional boost from fiscal stimulus, while China implements actions to slow credit growth and the euro area lags on vaccinations. The Fed stands its ground and maintains no rate hikes until at least 2023, and US TIPS breakevens climb to levels consistent with the Fed’s 2% inflation mandate (2.3-2.5%). The US Treasury curve continues to bear-steepen, with the 10-year US yield rising to 2%. The VIX falls to 15, the US dollar is flat, the Brent oil price rises +5%, and the fed funds rate is unchanged at 0%. Optimistic case: A rapid pace of global vaccinations leads to booming growth led by the US but including a reopening euro area. Chinese policymakers tighten credit by less than expected. Markets begin to pull forward the timing and pace of future central bank interest rate hikes, most notably in the US but also in the other countries like Canada and the UK. Real bond yields continue to climb globally, but inflation breakevens stay elevated. The steepening trend of the US Treasury curve ends, and mild bear flattening begins with the 10-year reaching 2.2% and the 2-year yield climbing to 0.4%. The VIX stays unchanged at 18, the US dollar rises +5%, the Brent oil price climbs +2.5% and the fed funds rate stays unchanged. Pessimistic case: Setbacks on the pandemic, either from struggles with vaccine distribution or a surge in variant cases, lead to a slower pace of global growth momentum. Europe cannot reopen, China tightens credit policy faster than expected, and US households hold onto to excess savings amid lingering virus uncertainty. Diminished economic optimism leads to a pullback in global equity values and wider global credit spreads. The US Treasury curve bull flattens as longer-maturity yields fall in a risk-off move, with the 10-year yield moving back down to 1.5%. The VIX rises to 25, the US dollar falls -2.5% and the fed funds rate stays at 0%. The inputs into the scenario analysis are shown in Chart 18 (for the USD, VIX, oil and the fed funds rate), while the US Treasury yield scenarios are in Chart 19. The excess return scenarios for the model bond portfolio, using the above inputs in our simple quantitative return forecast framework, are shown in Table 3A (the scenarios for the changes in US Treasury yields are shown in Table 3B). Chart 18Risk Factor Assumptions For The Scenario Analysis Chart 19US Treasury Yield Assumptions For The Scenario Analysis Table 3AGFIS Model Bond Portfolio Scenario Analysis For The Next Six Months Table 3BUS Treasury Yield Assumptions For The 6-Month Forward Scenario Analysis The model bond portfolio is expected to deliver an excess return over the next six months of +46bps in the base case and +54bps in the optimistic scenario, but is only projected to underperform by -27bps in the pessimistic scenario. Bottom Line: We are sticking with an overall below-benchmark portfolio duration stance, given accelerating global growth momentum, expanding vaccinations and a highly stimulative fiscal/monetary policy mix. We are maintaining a moderate overweight to global spread product versus government debt, concentrated on an overweight to US high-yield given more stretched valuations in other credit sectors. On the margin, we are making the following changes to the portfolio allocations: downgrading both UK Gilts and UK investment grade corporates to neutral, while cutting the overall allocation to EM USD credit to neutral.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com   Shakti Sharma Research Associate ShaktiS@bcaresearch.com Footnotes 1 The GFIS model bond portfolio custom benchmark index is the Bloomberg Barclays Global Aggregate Index, but with allocations to global high-yield corporate debt replacing very high quality spread product (i.e. AA-rated). We believe this to be more indicative of the typical internal benchmark used by global multi-sector fixed income managers. 2 Please see BCA Research Global Fixed Income Strategy/Foreign Exchange Strategy Special Report, "Why Are UK Interest Rates Still So Low?", dated March 10, 2021, available at gfis.bcaresearch.com. 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 Central Bank Expectations: Market expectations of short-term interest rate moves over the next few years are inching higher. The potential for markets to offer a greater bond-bearish challenge to the current highly dovish forward guidance of the major central banks should not be dismissed given the growth-positive mix of expanding global vaccinations and US fiscal stimulus. Global Golden Rule: The gap between market expectations of global central bank policy rates and realized interest rate outcomes is a reliable predictor of government bond returns – a dynamic we have dubbed the “Global Golden Rule of Bond Investing”. Given our expectation that no major developed market central bank will hike rates within the next twelve months, the Global Golden Rule is calling for the recent government bond market laggards to outperform over the next year. Tapering & The Golden Rule: Government bonds in countries where central banks are most likely to begin tapering in 2022 well before considering rate hikes – most notably, the US and Canada – are likely to suffer returns worse than implied by the Global Golden Rule. It is too soon to raise allocations to those higher-beta bond markets. Feature As the first quarter of 2021 draws to a close, fixed income investors are licking their wounds from a rough start to the year. Government bonds across the developed world have absorbed heavy losses as yields have climbed higher, led by US Treasuries which are down -4.0% year-to-date in total return terms. Other markets have also been hit hard, like Canada (-3.9%), Australia (-3.5%) and the UK (-6.3%). The trend in rising yields has been concentrated at longer maturities, with shorter ends of yield curves seeing much smaller moves (Chart 1). Two-year government bond yields are still being pinned down by the dovish forward guidance of the major central banks. The Fed is signaling no rate hikes through at least the end of 2023, while other central banks are sending similar messages on the timing of any potential future rate moves. However, global growth expectations continue to gain upward momentum, fueled by the optimistic combination of expanding COVID-19 vaccinations and aggressive US fiscal stimulus. Real GDP growth is expected to soar to a mid-single digit pace in the US, UK, Canada and even the euro zone - moves heralded by the steady climb of the OECD leading economic indicators and composite purchasing manager indices (Chart 2). Chart 1Rising Yields Reflect Reflation Chart 2A Bond-Bearish Surge In Global Growth Markets will continue to pull forward the timing and pace of the next monetary tightening cycle if those faster above-trend growth forecasts are realized. This will represent a change of “leadership” in the global bond bear market from faster inflation breakevens to increased policy rate expectations helping drive real yields higher. That shift may already be underway according to the ZEW survey of global investor expectations which now shows that the net number of respondents expecting higher short-term interest rates in the US and UK has turned positive (Chart 3). Already, our Central Bank Monitors for the US, Canada and Australia (Chart 4) have climbed back to neutral levels suggesting that easier monetary policy is no longer required. Similar trends can be seen to a lesser extent in the UK, euro area and even Japan (Chart 5). These moves are already coinciding with increased cyclical upward pressure on global bond yields, even without any change in dovish central bank guidance alongside ongoing buying of government bonds via quantitative easing programs. Chart 3Shifting Expectations For Policy Rates? Chart 4Diminishing Need For Easy Monetary Policy Here   Chart 5Easy Policy Still Required Here How will a trend of rising short-term interest rate expectations translate into future expected returns on government bonds? For that, we revisit a framework temporarily set aside during the pandemic era of crisis monetary policies – the Global Golden Rule (GGR) of bond investing. An Update Of The Global Golden Rule, By Country In September 2018, we published a Special Report introducing a government bond return forecasting methodology called the “Global Golden Rule.” This was an extension of a framework introduced by our sister service, US Bond Strategy, that links US Treasury returns (versus cash) to changes in the fed funds rate that were not already discounted in the US Overnight Index Swap (OIS) curve.1 The historical results convincingly showed that investors who "get the Fed right" by making correct bets on changes in the funds rate versus expectations were very likely to make the right call on the direction of Treasury yields. We discovered that relationship also held in other developed market countries. Thus, we now had a framework to help project expected bond returns simply based on a view for future central bank interest rate moves versus market expectations.2 Specific details on the calculation of the Global Golden Rule can be found in those original 2018 papers. In the following pages, we present the latest results of the Global Golden Rule for the US, Canada, Australia, the UK, the euro area and Japan. The set-up for the chart shown for each country is the same. We show the 12-month policy rate “surprise”, defined as the actual change in the central bank policy rate over the preceding 12-months versus the expected 12-month change in the policy rate from a year earlier extracted from OIS curves (aka our 12-month discounters). We then compare the 12-month policy rate surprise to the annual excess return over cash (treasury bills) of the Bloomberg Barclays government bond index for each country. We also show the 12-month policy rate surprise versus the 12-month change in the government bond index yield. The very strong historical correlation between those latter two series is the backbone of the Global Golden Rule framework. After that, we present tables showing expected yield changes and excess returns for various maturity points, as well as the overall government bond index, derived from the Global Golden Rule regressions. The expected change in yield is derived from regressions on the policy rate surprises, with different estimations done for each maturity point. In the tables, we show the results for different scenarios for changes in policy rates. For example, the row in the return tables called “1 rate hike” would show the expected yield changes and excess returns if the central bank for that particular country lifts the policy interest rate by +25bps over the next 12 months. This allows us to pick the scenario(s) that most closely correlate to our own expectation for central bank actions, translating that into government bond return expectations. Global Golden Rule: US Chart 6UST Selloff Akin To A Hawkish Surprise The Golden Rule would have underestimated the losses realized by US Treasuries over the past year (-4.5%), as negative excess returns over cash typically occur when the Fed is more hawkish than expectations – an outcome that did not occur (Chart 6). The trailing 12-month policy rate surprise for the US is currently zero, as last year’s massively dovish rate cuts have rolled off. The US OIS curve now discounts only 5bps of interest rate increases over the next 12 months, a period that runs to the end of first quarter of 2022. This is in line with the Fed’s guidance that no rate hikes will take place before the end of 2023. Our base case is the “Flat” scenario shown in Table 1 and Table 2, with the Fed keeping the funds rate unchanged near 0% for the next twelve months – a very modest “dovish” surprise. This produces a Golden Rule forecast of the overall US Treasury index yield falling -2bps that generates a total return of +1.1%. This is essentially a coupon-clipping return equivalent to the current index yield. Table 1US: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 2US: Expected Changes In Treasury Yields Over The Next 12 Months Global Golden Rule: Canada Chart 7Canadian Bond Selloff Worse Than Implied By Golden Rule Canadian government bonds have sold off smartly over the past 12 months, delivering an excess return over cash of -2.8%. That is a smaller loss, however, compared to other developed economy government bond markets. The Canadian OIS curve did not move as aggressively to price in rate cuts last year, so the rapid pace of Bank of Canada (BoC) easing that was actually delivered constituted a modest “dovish surprise” that helped mute Canadian bond losses to some degree (Chart 7). The trailing 12-month policy rate surprise for Canada is +37bps (a dovish surprise), but rate expectations are more aggressive on forward basis. The Canadian OIS curve now discounts +28bps of interest rate increases over the next 12-months, a period that runs to the end of first quarter of 2022. This stands out as the highest such figure among the countries discussed in this report. This is likely due to the relatively less dovish messaging from BoC officials who have hinted that QE could be tapered sooner than expected if the economy outperforms the BoC’s forecasts for 2021. Our base case is the “Flat” scenario shown in Table 3 and Table 4, with the BoC keeping the policy interest rate at 0.25% for the next twelve months. This produces a Golden Rule forecast of a decline in the overall Canadian government bond index yield of -12bps, delivering a projected total return of +1.69%. That return may turn out to be overly optimistic if the BoC does indeed begin tapering QE later this year. Table 3Canada: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 4Canada: Expected Changes In Government Bond Yields Over The Next 12 Months Global Golden Rule: Australia Chart 8Australian Bonds Acting Like The RBA Was Hawkish Australian government bonds have delivered a negative excess return over cash of -3.6% over the past year (Chart 8). This underperformed the projection from the Golden Rule, as the Reserve Bank of Australia (RBA) was not more hawkish than market expectations. The central bank actually delivered a dovish surprise in 2020, not only cutting policy rates dramatically but starting up a bond-buying QE program and instituting yield curve control to cap 3-year bond yields. The trailing 12-month policy rate surprise for Australia is zero, as last year’s massively dovish surprise rate cuts have rolled off. The Australia OIS curve now discounts only 7bps of interest rate increases over the next 12-months, a period that runs to the end of first quarter of 2022. This is in line with the RBA’s highly dovish guidance suggesting that there will be no change to current policy settings until Australian wage growth picks up to the 3% level consistent with the RBA’s 2-3% CPI inflation target. The central bank does not expect that to occur before 2023. We agree with dovish guidance from the RBA, thus our base case is the “Flat” scenario shown in Table 5 and Table 6, with the RBA keeping the Cash Rate unchanged at 0.1% for the next twelve months. This generates a Golden Rule forecast of an -5bps decline in the overall Australian government bond index yield, producing a total return projection of +1.4%. Table 5Australia: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 6Australia: Expected Changes In Government Bond Yields Over The Next 12 Months Global Golden Rule: UK Chart 9A UK Gilt Selloff Without A Hawkish BoE UK Gilts underperformed the Golden Rule forecast over the past 12 months, delivering a negative excess return over cash of –5.1% even with the Bank of England (BoE) not delivering any hawkish surprise versus market expectations (Chart 9). The trailing 12-month policy rate surprise for the UK is currently zero. The UK OIS curve now discounts only 5bps of interest rate increases over the next 12-months, a period that runs to the end of first quarter of 2022. This is in line with the BoE’s guidance that no monetary tightening will take place until there is clear evidence that the excess capacity created by the pandemic shock is clearly being absorbed. Yet while the BoE has still left the door open to moving to a negative policy rate if needed, markets are not discounting any such move. Our base case is the “Flat” scenario shown in Table 7 and Table 8, with the BoE keeping the Bank Rate unchanged at 0.1% for the next twelve months. This produces a Golden Rule forecast of the overall UK Gilt index yield falling -2bps that generates a total return of +1.0%. This is a return only slightly above the current index yield. Table 7UK: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 8UK: Expected Changes In Gilt Yields Over The Next 12 Months Global Golden Rule: Germany Chart 10Even Bunds Acting Like ECB Is "Hawkish" German government bonds have produced an excess return over cash of -1.6% over the past year. There was no surprise from the European Central Bank (ECB) during that time relative to market expectations (Chart 10), so that negative return reflected the modest rise in German bond yields on the back of improving global growth. The trailing 12-month policy rate surprise for Germany (and the overall euro area) remains stuck near zero, as has been the case since the ECB cut its deposit rate below zero and instituted QE back in 2016. The euro area OIS curve now discounts only -4bps of interest rate cuts over the next 12 months, a period that runs to the end of first quarter of 2022. This is in line with the ECB’s guidance that rates will be kept unchanged until at least 2023, as the central bank’s projections call for euro area inflation to not climb above 1.5% - below the ECB’s 2% target – through 2023. The OIS curve is discounting a small probability that the ECB could be forced to deliver a small rate cut given the degree of the euro area inflation undershoot. Our base case, however, is that the ECB will keep rates steady over the next 12 months (and likely for a few more years after that). Thus, the “Flat” scenarios shown in Table 9 and Table 10 are most relevant, with the German government bond index yield rising +2bps according to the Golden Rule. This produces a total return projection of -0.6%. Table 9Germany: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 10Germany: Expected Changes In Bund Yields Over The Next 12 Months Global Golden Rule: Japan Chart 11JGBs Bucking The Global "Hawkish" Selloff Japanese government bonds (JGBs) have delivered an excess return versus cash of -0.8% over the past twelve months (Chart 11). Although it may sound unusual for Japan, there was actually a tiny “hawkish” surprise as the Bank of Japan (BoJ) kept policy rates steady over the past year even as markets had priced in a possibility of a small rate cut in response to the COVID-19 growth shock. Admittedly, the Golden Rule framework is poorly suited to project Japanese bond returns. The Bank of Japan (BoJ) has been unable to lift policy rates for many years, while they have instituted yield curve control on 10-year JGBs since 2016, anchoring yields near zero. With no variability on policy rates or bond yields, a methodology that links bond returns to unexpected policy interest rate changes will have poor predictive power. The Japan OIS curve now discounts -5bps of interest rate cuts over the next 12 months, a period that runs to the end of first quarter of 2022. The BoJ has not ruled out the possibility of a small rate cut sometime in the next few months, as Japanese inflation remains far below the 2% BoJ target. Our base case is the “Flat” scenarios shown in Table 11 and Table 12, with the BoJ keeping policy rates unchanged near 0% for the next twelve months. That generates a Golden Rule forecast of a +5bp increase in the Japanese government bond index yield, with a total return projection of -0.4%. This would be consistent with the BoJ producing a small hawkish “surprise” by not cutting rates deeper into negative territory. Table 11Japan: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 12Japan: Expected Changes In JGB Yields Over The Next 12 Months Investment Implications Of The Global Golden Rule Projections Among all the scenarios laid out above, our base case has been that no change in policy rates should be expected over the next 12 months in any of the countries. This fits with our view that central banks will be reluctant to consider any changes to the current dovish forward guidance on future rate hikes until there is clear evidence that the global economy has moved beyond the pandemic. That means taking some near-term inflation risks given the very robust pace of growth expected over the rest of 2021. In Table 13, we rank all the return projections generated by the Global Golden Rule for the “Flat” scenarios on policy rates over the next year. Returns are shown both in local currency terms and in USD-hedged terms. Table 13Government Bond Index Total Return Forecasts Over The Next 12 Months Assuming Policy Rates Remain Unchanged The return rankings are a mirror image of the performance seen year-to-date, with the “higher beta” bond markets (Canada, Australia and the US) outperforming the more defensive low-yielding markets (the UK, Germany and Japan). Returns are projected to be moderate, however, with Canada leading the way both unhedged (+1.69%) and currency hedged (+1.73%). The return rankings excluding the +10-year maturity buckets of the government bond indices are shown in Table 14. We present these to allow a more “apples to apples” comparison of the six regions shown, as the UK index has a huge weighting in the +10-year bucket while there is no +10-year benchmark for Australia. On this basis, Australia stands out as having the best Global Golden Rule generated return projections, both unhedged (+1.44%) and USD-hedged (+1.66%).3 Table 14 These return rankings run counter to our current recommended country allocation: underweight the US, overweight Germany and Japan and neutral the UK, Canada and Australia. We still believe there is more near-term upside for global bond yields, led by US Treasuries, thus it is too soon to begin to position for the results projected by the Global Golden Rule. There is one other factor that leads us to interpret the results cautiously – the likelihood that some central banks will begin tapering their bond purchases within the next 12 months. Our expectation is that the Fed will begin to signal a need to slow the pace of its QE bond buying in the fourth quarter of this year, with actual tapering beginning in Q1 of 2022. The BoC is likely to follow suit shortly thereafter. Thus, the Fed and BoC will begin tapering within the 12-month forecasting window of the Global Golden Rule. The RBA and BoE will debate a need to taper later in 2022 – beyond that 12-month window – while the ECB and BoJ will maintain their current pace of bond buying until at least the end of 2022. From the point of view of bond markets, tapering by the Fed and BoC will likely feel as if those central banks were actually delivering rate hikes. Bond yields will likely rise by more than projected by the Global Golden Rule in the “Flat” scenarios highlighted earlier. Quantitative models that attempt to translate QE into interest rate changes, so-called “shadow rates”, show that the Fed’s QE bond buying over the past year has been equivalent to nearly 250bp of additional Fed rate cuts after the funds rate was slashed to 0% (Chart 12). Thus, when the Fed begins to taper QE, it will conceptually be as if the Fed started a rate hike cycle with the starting point of a fed funds rate at minus -2.5%. When looking at the historical correlation of changes in the US shadow rate and US Treasury yields, the +40bps rise in the Treasury index yield over the past 12 months is equivalent to roughly a 100bp increase in the shadow fed funds rate (Chart 13, top panel). That would line up with a fairly aggressive pace of Fed tapering when looking at the correlation of changes in the shadow rate to changes in the size of the Fed balance sheet (middle panel). Chart 12"Shadow Policy Rates" Are Below 0% Chart 13UST Yields Discount A Lot Of Fed Tapering US Treasury yields have been rising for more fundamental reasons like improving growth expectations alongside rising inflation expectations. If the Fed is forced to signal a tapering of QE later this year because that robust growth outlook comes to fruition, it is a stretch to think that Treasury yields will not see additional upward pressure. Thus, we are sticking with our current country allocations, despite the message from our Global Golden Rule. US Treasury returns may look more like the “1 rate hike” or “2 rate hikes” scenarios shown in Table 1 when the Fed begins tapering early in 2022. The same goes for Canadian bond yields once the BoC moves to taper soon after the Fed, as we expect, which is why we are keeping Canada on “downgrade watch.” Bottom Line: The Global Golden Rule is calling for the recent government bond market laggards to outperform over the next year if central banks keep rates on hold. Government bonds in countries where central banks are most likely to begin tapering in 2022 well before considering rate hikes – most notably, the US and Canada – are likely to suffer returns worse than implied by the Global Golden Rule. It is too soon to raise allocations to those higher-beta bond markets.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com   Footnotes 1 Please see BCA Research US Bond Strategy Special Report, "The Golden Rule Of Bond Investing", dated July 24, 2018, available at usbs.bcarearch.com. 2 Please see BCA Research Global Fixed Income Strategy Special Report, "The Global Golden Rule Of Bond Investing", dated September 25, 2018, available at gfis.bcaresearch.com. 3 Note that in Table 14, we rescale the other maturity buckets after removing the +10-year bucket. The index returns are presented as a market-capitalization weighted combination of the expected returns of the remaining maturity buckets. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Global Duration: Markets are correctly interpreting the $1.9 trillion US fiscal stimulus package as a factor justifying higher global growth expectations and bond yields. Maintain a below-benchmark stance on overall global duration. Yield Betas & Country Allocation: Within government bond portfolios, overweighting the “lower-beta” countries that have bond yields less sensitive to changes in US yields (Germany, France, Japan) versus the higher-beta markets (Canada, Australia, UK) remains the appropriate strategy during the current bond bear market. Underweights should remain concentrated in the US, though, as it is highly unlikely that any central bank will begin to tighten policy before the Fed. UK Follow-Up: The conclusions from our UK Special Report published last week do not change after adjusting for the difference in the inflation indices used to calculate UK inflation-linked bond yields compared to those of other countries. UK real interest rates are the lowest in the developed economies, while inflation breakevens are the highest. NOTE: There will be no Global Fixed Income Strategy report published next week. Instead, BCA Chief Global Fixed Income Strategist Rob Robis will do a webcast discussing his latest thoughts on global bond markets. Yields Rising Around The World Chart of the WeekPolicy Mix Is Bond-Bearish The path of least resistance for global bond yields remains biased upward. Optimism on future economic growth remains ebullient with consumer and business confidence indices surging in much of the developed world. The epicenter of the global bond bear market remains the US, where pandemic related economic restrictions are being unwound with 21.4% of the US population now having received at least one dose of a vaccine. Fiscal policy in the US is also supporting the positive vibes on future growth after the $1.9 trillion stimulus package was signed into law by President Biden last week. The 10-year US Treasury yield climbed back to the 2021 high of 1.63% on the back of that announcement. The US stimulus package changes the trajectory of the 2021 US fiscal impulse from a $0.8 trillion contraction to a $0.3 trillion expansion, according to estimates from the US Committee for a Responsible Federal Budget (Chart of the Week). This, combined with ongoing quantitative easing from global central banks eager to keep bond yields as low as possible until inflation expectations sustainably return to policymaker targets, is providing a bond-bearish lift to both inflation expectations and real yields – most notably in the US. Central bankers can try to fight back against the speed of the increase in bond yields by maintaining their commitment to current policy settings, as the European Central Bank (ECB) and Bank of Canada (BoC) did last week. The Fed, Bank of England (BoE) and Bank of Japan (BoJ) will all get the chance to do the same this at this week’s policy meetings. The likely message from all will be one of staying the course and not reflexively responding to higher bond yields, which have not triggered a broad-based selloff in global risk assets that would pre-emptively tighten financial conditions. The S&P 500 index hit an all-time high last week, while equity markets in Europe and Japan have returned to pre-pandemic levels (Chart 2). Global corporate credit spreads have remained calm, consistent with a positive growth backdrop that diminishes the potential for credit downgrades and defaults. The US dollar has gotten a lift from improving US growth expectations and relatively higher US Treasury yields, which has had some negative spillover effect into emerging market equities and currencies. The dollar rebound has been relatively modest to date, however, with the DXY index up only 3% from the early 2021 lows. A major reason why global equity and credit markets have absorbed higher bond yields so well is because the sheer scope of the new US fiscal stimulus will have a major impact on growth momentum both in the US and outside the US. This comes on top of the boost to optimism from the speed of the US and UK vaccine rollouts. In an update to its December 2020 economic outlook published last week, the OECD estimated that the $1.9 trillion US stimulus will boost US real GDP growth by 3.8 percentage points versus its original forecast over the next year (Chart 3). Other countries will also benefit from the implied surge in US demand spilling over from that stimulus package, with the OECD projecting a 1.1 percentage point increase to world real GDP growth. Chart 2Risk Assets Ignoring Rising Global Bond Yields Chart 3Big Growth Spillovers From US Fiscal Stimulus Countries that have the greater exposure to US demand, like Canada and Mexico, are expected to benefit a bit more than the rest of the world, but the expected boost to growth is consistent (around one half of a percentage point) from China to Europe to Japan to major emerging market countries like Brazil. That US-fueled pickup in global economic activity will help absorb some of the spare capacity that opened up during the COVID-19 pandemic. In Chart 4 and Chart 5, we show the estimates taken from the December 2020 OECD Economic Outlook for the output gaps in the US, euro area, UK, Japan, Canada and Australia for 2021 and 2022. We adjust those projections by the OECD’s estimate of the impact of the US fiscal stimulus in 2021, as well as by the additional upward revisions to the OECD growth projections in 2021 and 2022 that were published last week. Chart 4The $1.9 Trillion Stimulus Will Close The US Output Gap … Chart 5… And Help Narrow Output Gaps Elsewhere Chart 6Maintain Below-Benchmark Duration The conclusion is that the US output gap will be eliminated in 2022, while output gaps will still be negative, but diminished, in the other countries after factoring in the impact of the latest US fiscal package. This suggests that the maximum upward pressure on global bond yields should still be centered in the US, where inflation pressures will be more evident and the Fed will likely begin signaling a shift to a less dovish stance sooner than other central banks (although not likely until much later in 2021). Our Global Duration Indicator continues to flag pressure for higher bond yields ahead for the major developed economies (Chart 6). The improving growth momentum means that rising real yields should increasingly become the more important driver of higher nominal bond yields. Persistent central bank dovishness in the face of that growth surge, however, means that it is still too soon to position for narrowing global inflation expectations or any bearish flattening of government bond yield curves - even in the US. Bottom Line: Markets are correctly interpreting the $1.9 trillion US fiscal stimulus package as a factor justifying higher global growth expectations and bond yields. Maintain a below-benchmark stance on overall global duration. Using Yield Betas For Bond Country Allocation, One More Time Over the past two months, we have published Special Reports that delved into the outlook for bond yields and currencies in Australia, Canada and the UK. We selected those three countries as they represented the most likely downgrade candidates within our recommended government bond country allocation given their status as “higher beta” bond markets that are more correlated to US Treasury yields. We estimate US Treasury yield betas from a rolling regression (over a three-year window) of changes in 10-year non-US government bond yields to changes in 10-year US Treasury yields (Chart 7). This allows us to assess which markets are more or less sensitive to the ups and downs of US bond yields. We have used this framework to help guide our country allocation strategy during the pandemic and, for the most part, it has been successful. Chart 7Government Bond Yield Sensitivities To USTs Are Shifting Fast So far in 2021, the markets with higher US Treasury yield betas (Canada, Australia and New Zealand) have underperformed the lower beta markets (Germany, France and Japan). We show that in the top panel of Chart 8, which plots the yield betas at the start of the year versus the year-to-date relative return of each country’s government bond market to that of the overall Bloomberg Barclays Global Treasury index. The returns are adjusted to reflect any differences in the durations of each country versus that of the overall index, and are shown in USD-hedged terms to allow for a common currency comparison. The bottom panel of Chart 8 shows the same relationship for the all of 2020. This is a mirror image of what has occurred so far in 2021, with the countries with higher yield betas outperforming the lower beta markets. The obvious difference between the two years is the direction of Treasury yields, which fell in 2020 and have been rising this year. So far in 2020, the differences between the returns of the higher beta markets have been quite similar. New Zealand has had the biggest negative performance (-2.8% versus the global benchmark), but this has only been moderately worse than Australia (-2.6%) and Canada (-2.4%). These are all just slightly worse than the return of US Treasuries relative to the Global Treasury index (-2.3%). Our estimated yield betas have changed rapidly over the past few months. For example, the rolling three-year yield beta of Australia has shot up from 0.61 at the beginning of the year to 0.78, while Canada has seen a similar move (0.81 to 0.88). This reflects the rapid repricing of interest rate expectations in both countries as current growth momentum and growth expectations improve. While not a perfect relationship, yield betas do show some correlation to our Central Bank Monitors – designed to measure the pressure on central banks to tighten of ease monetary policy (Chart 9). The latest increases in the yield betas of Australia, New Zealand and Canada have occurred alongside a rising trend in our Central Bank Monitors for each nation. The implication is that the relative underperformance of government bonds in those countries is related to the cyclical pressure for the RBA, RBNZ and BoC to tighten monetary policy. Chart 8An Intuitive Link Between Yield Betas & Bond Market Performance Chart 9Cyclical Pressures & Yield Betas Are Linked At the same time, the yield betas of government bonds in Germany and the UK have remained low despite the cyclical upturn in our ECB and BoE Monitors. The lingering impact of COVID-19 lockdowns on economic growth and inflation in the euro area and UK is likely weighing on bond yields in both regions. This limits any challenge to the dovish forward guidance of the ECB and BoE, in contrast to the repricing of interest rate expectations seen in other countries. The market-implied path of policy interest rates extracted from OIS forward curves does show a much more aggressive expected path of policy rates in the higher beta markets versus the lower beta markets (Chart 10). Chart 10More Rate Hikes Expected In The Higher Yield Beta Countries​​​​​​​ The “liftoff” date for each central bank shown, representing when the first full interest rate hike is priced into the OIS forwards, is shown in Table 1. We rank the countries in the table by the amount of time until the discounted liftoff date, from shortest to longest. The first rate hike is expected in New Zealand in June 2022, with the BoC expected to lift rates in Canada two months later. The market is not pricing a full rate hike by the Fed until January 2023, while liftoff in the UK and Australia are expected during the summer of 2023. Table 1The "Pecking Order" Of Global Liftoff We treat the countries with perpetually low interest rates, the euro area and Japan, differently in Table 1, as both the ECB and BoJ would most likely move slowly if and when they ever decided to raise rates again. Thus, we define liftoff as only a 10bp increase in policy interest rates for those two regions, while for all the other central banks we assume the size of the first rate hike will be 25bps. On that reduced basis, the market is priced for “liftoff” by the ECB and BoJ in September 2023 and February 2025, respectively. In terms of that “order of liftoff” shown in Table 1, we generally agree with current market pricing except for New Zealand and Canada. We fully expect the Fed to be the first central bank to begin signaling the path towards monetary policy normalization, largely due to the impact of the fiscal stimulus, starting with a move to begin tapering the Fed’s asset purchases at the start of 2022. The Fed will also be the first to begin rate hikes after tapering. We do not anticipate the BoC or Reserve Bank of New Zealand (RBNZ) to make any hawkish moves (reduced asset purchases or rate hikes) before the Fed does the same, as this would put unwanted appreciation pressures on the New Zealand and Canadian dollars. We expect the BoC and RBNZ to move soon after the Fed begins to shift, followed by the BoE and RBA a bit later after that in line with the current liftoff ordering. The pace of rate hikes after liftoff also appears to be a bit too aggressively priced in the countries with higher yield betas. The cumulative amount of interest rate increases to the end of 2024 currently priced in OIS curves is larger in Canada (175bps) and Australia (156bps) than the US (139bps) and New Zealand (140bps). The relative differences are not huge, however, but we think the odds favor the Fed delivering the greater amount of rate hikes over the next three years. More generally, when looking at what is more important for each central bank in determining the timing of liftoff, we can boil it down to a couple of the most important measures for the higher beta countries (Chart 11): US: The Fed will continue to focus on both inflation expectations and broad measures of labor market utilization before signaling any policy shift. On that basis, there is still some way to go before TIPS breakevens return to the 2.3-2.5% level we believe to be consistent with the Fed sustainably hitting its 2% inflation goal on the PCE deflator. Also, there is still a lot of ground to cover before the US labor market fully returns to pre-pandemic health, as the employment/population ratio is four percentage points below the pre-COVID peak. New Zealand: The RBNZ is now under a lot more pressure to tighten policy after the New Zealand government changed the central bank’s remit to include stabilizing house prices, which have soured to unaffordable levels that have exacerbated income inequality. With house prices now rising at a 19% annual rate, the highest since 2004, the RBNZ will be under pressure to hike sooner, although any associated rise in the New Zealand dollar will likely be of equal concern. Canada: The BoC has been very candid that its current policy mix of aggressive asset purchases and 0% policy rates will be altered if the Canadian economy improves. We believe that the current trends of booming house price inflation, recovering business investment prospects and a rapidly recovering labor market will all make the BoC more willing to signal tighter monetary policy fairly soon after the Fed does the same. Australia: The RBA is likely to continue surprising bond markets with its dovishness in the face of a rapidly recovering economy, given underwhelming inflation. In a recent speech, RBA Governor Philip Lowe noted that Australian inflation will not return to the RBA’s 2-3% target band without wage growth rising from the current 1.4% pace up to 3%. The RBA does not expect the labor market to tighten enough to generate that kind of wage growth until at least 2024, suggesting no eagerness to begin normalizing monetary policy. Among the lower-beta markets, the most important things that will dictate future policy moves are the following (Chart 12): Chart 11What To Watch In The Higher Yield Beta Countries Chart 12What To Watch In The Lower Yield Beta Countries UK: The BoE’s current focus is on how fast the UK economy recovers from the pandemic shock, with inflation expectations remaining elevated (see the next section of this report). The degree of strength in business investment and consumer spending will thus dictate the timing of any BoE shift to a less accommodative policy stance. Euro Area: The latest set of ECB projections call for inflation to only reach 1.4% by 2023. As long as inflation (both realized and expected) stays well below the 2% ECB target, the central bank will focus more on supporting easy financial conditions (lower corporate bond yields, tighter Italy-Germany yield spreads and resisting euro currency strength). Japan: Inflation continues to underwhelm in Japan, and the BoJ is a long way from contemplating any tightening measures. Summing it all up, we still see value in using yield betas to dictate our recommended fixed income country allocations. Although these should be complemented with assessments of the relative likelihood of central banks moving before others to further refine country allocations. Bottom Line: Within government bond portfolios, overweighting the “lower-beta” countries that have bond yields less sensitive to changes in US yields (Germany, France, Japan) versus the higher-beta markets (Canada, Australia, UK) remains the appropriate strategy during the current bond bear market. Underweights should remain concentrated in the US, though, as it is highly unlikely that any central bank will begin to tighten policy before the Fed. A Brief Follow-Up To Our UK Special Report In our Special Report on the UK published last week, we noted that the UK had the lowest real bond yields and highest inflation expectations among the developed market countries with inflation-linked bonds.1 Some astute clients pointed out that we neglected to discuss how the UK inflation-linked bonds are priced off the UK Retail Price Index (RPI) which typically runs with a faster inflation rate than the UK Consumer Price Index (CPI). This creates a downward bias to UK real yields in comparison to other countries that use domestic CPI indices in inflation-linked bond pricing. We did not ignore the RPI-CPI differential in our report, we just did not think it to be relevant to the conclusions of our report. The UK still has the lowest real rates and highest inflation expectations even after adjusting both by the RPI-CPI gap (Chart 13). Furthermore, survey-based measures of UK inflation expectations are broadly in line with the RPI-based inflation breakevens, confirming the message from the RPI-based real yields and inflation expectations. Chart 13UK Real Yields Are Too Low, Using RPI Or CPI Looking ahead, the RPI-CPI gap is likely to stay in a much narrower range compared to its longer run history. Chart 14A Less Active BoE Has Narrowed The RPI-CPI Gap For example, between 2000 and 2007, the RPI-CPI gap averaged a full percentage point but with very large fluctuations (Chart 14). This is because mortgage interest costs are included in the RPI but are not part of the CPI. Thus, RPI inflation tends to be more volatile when the BoE is more active in adjusting interest rates. After the 2008 financial crisis, the BoE has kept policy rates at very low levels with very few changes. The RPI-CPI gap has narrowed as a result, averaging only one-half of a percentage point between 2009 to today. Thus, our conclusion on UK bond yields remains the same – Gilt yields are too low and are likely to rise further over the next 6-12 months.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com   Footnotes 1 Please see BCA Research Global Fixed Income Strategy/Foreign Exchange Strategy Special Report, "Why Are UK Interest Rates Still So Low?",dated March 10, 2021, available at gfis.bcaresearch.com and fes.bcaresearch.com. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index ​​​​​​​ Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

特別レポート

Highlights UK Interest Rates: A series of rolling shocks dating back to the 2008 financial crisis has prevented the Bank of England (BoE) from normalizing crisis-era levels of interest rates, even during years when inflation was overshooting the BoE 2% target. Brexit and COVID-19 were the last of those two shocks, but the growth- and inflation-dampening effects of both are fading fast. Implications for Gilts & GBP: The BoE’s dovish rhetoric, including hints that negative policy rates are still a viable option, looks increasingly inappropriate. The surge in real UK bond yields seen over the past month is just the beginning of a medium-term process of interest rate normalization. Maintain below-benchmark duration on Gilts, while downgrading UK allocations within dedicated global fixed income portfolios to neutral. The pound has upside in this environment, especially if depressed UK productivity starts to recover. Feature Chart 1UK Real Yields: Deeply Negative The UK has become one of the more peculiar corners of the global fixed income universe. The outright level of longer-term Gilt yields is in the middle of the pack among the major advanced economies. The story is much different, however, when breaking those nominal UK yields into the real and inflation expectations components. The deeply negative real yields on UK inflation-linked Gilts are the lowest among the majors, even in a world where sub-0% real yields are prevalent in most countries (Chart 1). The flipside of that deeply negative real yield is a high level of inflation expectations. The breakeven inflation rate derived from the difference between the nominal and real 10-year Gilt yields is 3.3%, the highest in the developed “linkers” universe. Inflation expectations in UK consumer surveys are at similar levels, well above the 2% inflation target of the Bank of England (BoE), suggesting little confidence in the central bank’s ability or willingness to hit its own inflation goals. In this Special Report, jointly published by BCA Research Global Fixed Income Strategy and Foreign Exchange Strategy, we investigate why UK real interest rates have remained so persistently negative and assess the possibility of a shift in the low interest rate regime in a post-Brexit, post-pandemic UK – a move that could be quite bearish for UK fixed income markets and bullish for the British pound. Can The BoE Ignore Cyclical Upward Pressure On UK Bond Yields? The UK has suffered from a series of shocks, starting with the 2008 crisis, that have limited the ability of the BoE to attempt to tighten monetary policy. The 2011/12 European debt crisis hurt the UK’s most important trading partners, while the 2016 Brexit vote began a multi-year process of uncertainty over the future of those trading relationships. The COVID-19 pandemic is the latest shock, triggering a recession of historic proportions. The UK economy contracted by -10% in 2020, the largest decline since “The Great Frost” downturn of 1709. UK bond yields collapsed in response as the BoE cut rates to near-0% and reinforced that easy stance with aggressive quantitative easing and promises to keep rates unchanged over at the next few years. Today, UK financial markets are waking up to a world beyond the current COVID-19 lockdowns. The UK is running one of the world’s most successful vaccination rollouts, with 23 million jabs, or 35 per 100 people, already having been administered. UK Prime Minister Boris Johnson recently unveiled a bold plan to fully reopen the UK economy from the current severe lockdowns by mid-year. The UK government’s latest budget called for additional spending measures over the next year, including maintaining the work furlough scheme that has supported household incomes during the pandemic. As a result, UK growth expectations have exploded higher. According to the Bloomberg consensus economics survey, UK nominal GDP growth is expected to surge to 8.4% over calendar year 2021, an annual pace not seen since 1990 (Chart 2). Nominal Gilt yields have begun to reprice higher to reflect those surging growth expectations, with the 5-year/5-year forward Gilt yield climbing 67bps so far in 2021. Real Gilt yields are also moving higher with the 10-year inflation-linked Gilt climbing 38bps year to date, providing additional interest rate support that has fueled a surge in the pound versus the dollar (bottom panel). Our own BoE Monitor - containing growth, inflation and financial variables that typically lead to pressure on the central bank to adjust monetary policy – is signaling a reduced need for additional policy easing (Chart 3). The momentum of changes in longer-maturity UK Gilts and the trade-weighted UK currency index are usually correlated to the ebbs and flows of the BoE Monitor. The latest surge higher in yields and the currency suggests that the markets are anticipating the type of recovery that will put pressure on the BoE to tighten. Chart 2A Growth-Driven Repricing Of Gilts & GBP Chart 3Gilts & GBP Sniffing Out A Less Dovish BoE? It may take a while to see the BoE turn more hawkish, however. The BoE has become one of least active central banks in the world over the past decade. After the BoE cut its official policy interest rate, the Bank Rate, by 500bps during the 2008 financial crisis and 2009 recession, rates were kept in a range between 0.25% and 0.75% for ten consecutive years. The BoE cut rates aggressively in response to the COVID-19 pandemic, lowering the Bank Rate in March 2020 from 0.75% to 0.1%, where it still stands. The BoE has used quantitative easing (QE) and forward guidance to try and limit movements in bond yields whenever cyclical surges in inflation could have justified tighter monetary policy. That has led to an extended period of a negative BoE Bank Rate, something not seen since the inflationary 1970s (Chart 4). Back then, the BoE was lagging the surge in UK inflation, but still hiking nominal interest rates. Today, the central bank is keeping nominal rates near 0% with much lower levels of inflation. Chart 4Over A Decade Of Negative Real UK Interest Rates Short-term interest rate markets are still pricing in a very slow response from the BoE to the current growth optimism. Only 36bps of rate hikes over the next two years are discounted in the UK overnight index swap (OIS) curve. This go-slow response is in line with the BoE’s guidance on future rate hikes which, similar to the language used by other central banks like the Fed, calls for no pre-emptive rate hikes before inflation has sustainably returned to the BoE target. That combination would be consistent with current forward market pricing on both short-term interest rates and inflation. Chart 5BoE Keeping Real Rates Well Below R* In Chart 5, we show the real BoE Bank Rate, constructed by subtracting UK core CPI inflation from the Bank Rate. We also show a forward real rate calculated using the forward UK OIS and CPI swap curves. The market-implied path of the real Bank Rate shows very little change over the next decade, with the real Bank Rate expected to average around -2.5%. This is far below the estimates of a neutral UK real rate (or “r-star”) of just under 2%, as calculated by the New York Fed or recent academic studies. The neutral UK real rate has likely dipped because of the pandemic. The UK Office For Budget Responsibility (OBR) estimates that there has been a long-term “scarring” of the UK economy from COVID-19 through supply-side factors like weaker investment spending, lower productivity growth and diminished labor force participation – equal to three percentage points of the level of potential GDP.1 The BoE estimates a smaller “scarring” of 1.75 percentage points of potential output, but coming with a 6.5% reduction in the size of the UK capital stock. While these are significant reductions in the supply-side of the UK economy, they are not enough to account for the 4.5 percentage point difference between pre-pandemic estimates of the UK r-star and the market-implied path of the real BoE Bank Rate over the next decade. The implication is that the markets are not expecting the BoE to deviate from its strategy of doing very little with interest rates, even as growth recovers from the pandemic shock. That can be seen in the recent upturn in UK inflation expectations that is evident in both market-implied and survey-based measures. Chart 6UK Inflation Expectations Reflect BoE Policy, Not Actual Inflation The 5-year/5-year forward UK CPI swap rate now sits at 3.6%, not far off the 3.3% level of 5-10 year consumer inflation expectations from the latest YouGov/Citigroup survey (Chart 6). The fact that inflation expectations can remain so elevated at a time when headline CPI inflation is struggling to avoid deflation is striking. This indicates a belief that the BoE will do very little in the future to stop a booming UK economy that is expected to put sustained downward pressure on the UK unemployment rate over the next few years (bottom panel). This is from a relatively low starting point of the unemployment rate given the massive government support programs that have limited the amount of pandemic-related layoffs over the past year. The BoE should have reasons to be more concerned about a resurgence of UK inflation. In its latest Monetary Policy Report, the BoE published estimates showing that the entire collapse in UK inflation in 2020 was attributable to weaker demand for goods and services – especially the latter (Chart 7). This suggests that UK inflation could rebound by a similar amount as the UK economy reopens from pandemic lockdowns. According to the UK OBR, 21% of UK household spending is on items described as “social consumption”, like restaurants and hotels (Chart 8). This is a much larger proportion than seen in other major developed economies (excluding Spain) and explains why consumer spending plunged so much more dramatically in the UK during 2020 than in other countries. Chart 7Only A Temporary Drag On UK Inflation From COVID-19 Chart 8UK Households More Focused On “Social Consumption” If the UK pandemic-related restrictions are eased as planned over the next few months, the potential for a sharp snapback in UK consumer spending is significant. The BoE estimates that UK households now have £125bn of “excess” savings thanks to government income support and reduced spending on discretionary items like dining out and vacations. This is the fuel to support a rapid recovery in consumption over the next 6-12 months, especially as personal income growth will get a boost as furloughed workers begin returning to work (Chart 9). Chart 9UK Economy On The Mend Chart 10Big Boost To UK Growth From Housing & Government Spending A similar argument can be made for investment spending – the BoE estimates that UK businesses have amassed £100bn pounds of excess cash, and the latest reading on the BoE’s Agents' Survey of UK firms shows a slight increase after months of decline (bottom panel). With a Brexit deal with the EU finally reached at the start of 2021, UK businesses can also look to increase investment spending that had been delayed because of the years of Brexit uncertainty. The UK economy is already getting a boost from a recovery in the housing market fueled by low interest rates, high household savings and improving consumer confidence. Mortgage approvals have soared to the highest level since 2007, while house prices are now expanding at a 6.4% annual rate (Chart 10). Add it all up, and the economic momentum in the UK is positive and likely to accelerate further in the coming months as a greater share of the population becomes vaccinated. The BoE’s dovish policy stance is likely to appear increasingly inappropriate relative to accelerating UK growth and inflation trends over the next several months. Thus, on a cyclical basis, UK bond yields, both nominal and real, have more upside potential even after the recent increase. Bottom Line: A series of rolling shocks dating back to the 2008 financial crisis has prevented the Bank of England (BoE) from normalizing crisis-era levels of interest rates, even during years when inflation was overshooting the BoE 2% target. Brexit and COVID-19 were the last of those two shocks, but the growth- and inflation-dampening effects of both are fading fast. Structural Forces Keeping UK Interest Rates Low Are Fading Looking beyond the cyclical drivers, the structural factors that have held down UK interest rates in recent years are also starting to fade. The supply side of the UK economy has suffered because of Brexit uncertainty. The OECD’s estimate of potential UK GDP growth fell from 1.75% in 2015 to 1.0% in 2020 (Chart 11). This was mostly due to declining productivity growth – a consequence of years of very weak business investment. The 5-year annualized growth rate of real UK investment spending fell to -3% in 2020, a contraction only matched during the past 30 years after the 1992 ERM crisis and 2008 financial crisis. That plunge in investment coincided with almost no growth in UK labor productivity over that same 5-year window. Chart 11The Road To Faster Potential UK Growth Starts With Investment Slowing population growth also weighed on UK potential growth, slowing to the lowest level in 15 years in 2019 as immigration from EU countries to the UK fell sharply. COVID-19 also hurt immigration flows into the UK last year. The UK Office for National Statistics estimated that the non-UK born population in the UK fell by 2.7% between June 2019 and June 2020. Diminished potential GDP growth is a factor that would structurally reduce the equilibrium real UK interest rate. We are likely past the worst for that downward pressure on potential growth and real rates. Population growth should also stabilize as the UK borders open up again and pandemic travel restrictions are loosened. Measured productivity is already starting to see a cyclical recovery, while investment spending is likely to improve as cash-rich UK companies began to ramp up capital spending plans deferred by Brexit and COVID-19. While the process leading from faster investment spending into speedier productivity growth is typically slow, the key point is that the worst of downtrend is likely over. This is an important development that has implications for UK fixed income markets. When looking at an international comparison of real central bank policy rates within the developed economies, the UK has fallen into the grouping of countries with persistently negative policy rates, namely Japan, the euro area, Switzerland, Sweden and Norway (Chart 12). We have dubbed that group the “Secular Stagnation 5”, after the term made famous by former US Treasury Secretary Lawrence Summers describing a state where the “natural” real rate of interest (r-star) that equates savings with investment is structurally negative. Chart 12Does The UK Belong In The 'Secular Stagnation 5'? Does the UK belong in the “Secular Stagnation 5”? As a way to assess this, we made some comparisons of selected UK data with the same data for those five countries. When looking at potential GDP growth and population growth, the UK sits right in the middle of the range of those growth rates for the five countries (Chart 13). UK productivity growth has underperformed the others recently but, prior to the 2016 Brexit shock, UK productivity was also in the middle of the Secular Stagnation 5 range. Chart 13Brexit Became A Major Hit To UK Potential Growth Chart 14UK Economy Less Focused On Investment & Exports On other measures, the UK is nothing like those other countries. The UK’s economy is far less geared towards exports and investment (Chart 14) and is more tilted towards consumer spending. That can be seen most clearly when looking at the data on savings/investment balances. The UK continuously runs a current account deficit, as opposed to the persistent surpluses seen in the Secular Stagnation 5 (Chart 15). Put another way, the UK is not a “surplus” country that saves more than it invests on a structural basis, a condition that typically depresses real interest rates. Chart 15The UK Is Not A Surplus Country Chart 16Gilts Will Not Become A Low-Beta Market Based on these cross-country comparisons, it is unusual for the UK to have such persistently low real interest rates. This has implications for UK bond yields. Over the past few years, Gilts have been transitioning from a status as a “high yield beta” market – whose yield movements are more correlated to swings in the overall level of global bond yields. The lower beta markets are in countries like Germany, France and Japan – all members of the Secular Stagnation club (Chart 16). The UK does not appear to warrant a permanent membership in that low-yielding group, based on structural factors. That is evident when looking at how Gilt yields are rising even with the BoE absorbing an increasing share of the stock of outstanding Gilts (bottom panel). We conclude that the transition of the UK to a low-beta market is related to the Brexit uncertainty post 2016 and the pandemic shock that has hit the consumer-focused UK economy exceptionally hard – both factors that are set to fade over the next year. Bottom Line: The BoE’s dovish rhetoric, including hints that negative policy rates are still a viable option, looks increasingly inappropriate. The surge in real UK bond yields seen over the past month is just the beginning of a medium-term process of interest rate normalization. Investment Conclusions Chart 17Downgrade Gilts To Underweight Our assessment of the cyclical and structural drivers of UK interest rates leads us to the following conclusions on UK fixed income and currency strategy: Duration: Maintain a below-benchmark exposure to UK interest rate movements. Gilt yields will rise by more than is discounted in the forwards over the next 6-12 months (Chart 17), coming more through rising real yields as the UK economy continues its post-Brexit, post-pandemic recovery. Country Allocation: Downgrade strategic allocations to UK Gilts to neutral from overweight in dedicated fixed income portfolios. Our long-standing view that Brexit uncertainty would lead to the outperformance of Gilts versus other developed bond markets is no longer valid. It is still too soon to move to a full underweight stance on Gilts – a better opportunity will develop by mid-year once it is more evident that the current success on UK vaccinations leads to a faster reopening of the UK economy. Yield Curve: Maintain positioning for a bearish steepening of the UK Gilt yield curve. While there is limited scope for more steepening through an even larger increase in inflation breakevens from current elevated levels, the long end of the Gilt curve can move higher by more than the front end as the market re-rates Gilts to a higher-beta status with a higher future trajectory for UK interest rates. Corporate Credit: Downgrade UK investment grade corporate bond exposure to neutral from overweight in dedicated fixed income portfolios. UK corporate spreads have returned to the 2017 lows and, while an improving growth dynamic is not overly bearish for credit, there is no longer a compelling valuation-based case for staying overweight UK investment grade corporates. This move brings our recommended UK allocation in line with our neutral stance on US and euro area investment grade corporates. Chart 18GBP/USD Appears Cheap On A PPP Basis Chart 19Low Productivity Is Weighing On The Pound Currency: A growth-driven path towards interest rate normalization should be positive for the British pound, which remains undervalued versus the US dollar on a purchasing power parity basis (Chart 18).2 A move to 1.45 on GBP/USD is possible within the next six months. A broader move towards pound strength will require an improvement in business investment, as the trade-weighted pound looks fairly valued on our productivity-based model (Chart 19). We do maintain our view that EUR/GBP can approach 0.80 by year-end based on a relatively stronger cyclical improvement in UK growth versus the euro area.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 For further details on the OBR estimates of UK growth, inflation and fiscal policy, please see the March 2021 OBR Economic & Financial Outlook, which can be found here: https://obr.uk/ 2 Please see BCA Research Foreign Exchange Strategy Report, "Thoughts On The British Pound", dated December 18, 2020, available at fes.bcaresearch.com.