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Highlights Stronger global growth in the wake of continued and expected fiscal and monetary stimulus, and progress against COVID-19 are boosting oil demand assumptions by the major data suppliers for this year.  We lifted our 2021 global demand estimate by 640k b/d to 98.25mm b/d, and assume OPEC 2.0 will make the necessary adjustments to keep Brent prices closer to $60/bbl than not, so as not to disrupt a fragile recovery. We are maintaining our 2022 and 2023 Brent forecasts at $65/bbl and $75/bbl. Commodity markets are ignoring the rising odds of armed conflict involving the US, Russia and China and their clients and allies.  Russia has massed troops on Ukraine’s border and warned the US not to interfere.  China has massed warships off the coast of the Philippines, and continues its incursions in Taiwan’s air-defense zone, keeping US forces on alert.  Intentional or accidental engagement would spike oil prices.  Two-way price risk abounds.  In addition to the risk of armed hostilities, faster distribution of vaccines would accelerate recovery and boost prices above our forecasts.  Downside risk of a resurgence in COVID-19-induced lockdowns remains, as rising death and hospitalization rates in Brazil, India and Europe attest (Chart of the Week). Feature Oil-demand estimates – ours included – are reviving in the wake of measurable progress in combating the COVID-19 pandemic in major economies, and an abundance of fiscal and monetary stimulus, particularly out of the US.1 On the back of higher IMF GDP projections, we lifted our 2021 global demand estimate by 640k b/d to 98.25mm b/d in this month’s balances. In our modeling, we assume OPEC 2.0 will make the necessary adjustments to keep Brent prices closer to $60/bbl than not, so as not to disrupt a fragile recovery. In an unusual turn of events, the early stages of the recovery in oil demand will be led by DM markets, which we proxy using OECD oil consumption (Chart 2). Thereafter, EM economies, re-take the growth lead next year and into 2023. Chart of the WeekCOVID-19 Deaths, Hospitalizations Threaten Global Recovery Chart 2DM Demand Surges This Year Absorbing OPEC 2.0 Spare Capacity We continue to model OPEC 2.0, the producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia, as the dominant producer in the market. The growth we are expecting this year will absorb a significant share of OPEC 2.0’s spare capacity, most of which – ~ 6mm b/d of the ~ 8mm b/d – is to be found in KSA (Chart 3). The core producers’ spare capacity allows them to meet recovering demand faster than the US shale producers can mobilize rigs and crews and get new supply into gathering lines and on to main lines. We model the US shale producers as a price-taking cohort, who will produce whatever the market allows them to produce. After falling to 9.22mm b/d in 2020, we expect US production to recover to 9.56mm b/d this year, 10.65mm b/d in 2022, and 11.18mm in 2023 (Chart 4). Lower 48 production growth in the US will be led by the shales, which will account for ~ 80% of total US output each year. Chart 3Core OPEC 2.0 Spare Capacity Will Respond First To Higher Demand Chart 4Shale Is The Marginal Barrel In The Price Taking Cohort OPEC 2.0’s dominant position on the supply side allows it to capture economic rents before non-coalition producers, which will remain a disincentive to them until the spare capacity is exhausted. Thereafter, the price-taking cohort likely will fund much of its E+P activities out of retained earnings, given their limited ability to attract capital. Equity investors will continue to demand dividends that can be maintained and grown, or return of capital via share buybacks. This will restrain production growth to those firms that are profitable. We expect the OPEC 2.0 coalition’s production discipline will keep supply levels just below demand so that inventories continue to fall, just as they have done during the COVID-19 pandemic, despite the demand destruction it caused (Chart 5). These modeling assumptions lead us to continue to expect supply and demand will continue to move toward balance into 2023 (Table 1). Chart 5Supply-Demand Balances in 2021 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) We continue to expect this balancing to induce persistent physical deficits, which will keep inventories falling into 2023 (Chart 6). As inventories are drawn, OPEC 2.0’s dominant-producer position will allow it to will keep the Brent and WTI forward curves backwardated (Chart 7).2 We are maintaining our 2022 and 2023 Brent forecasts at $65/bbl and $75/bbl (Chart 8). Chart 6OPEC 2.0 Policy Continues To Keep Supply Below Demand... Chart 7OECD Inventories Fall to 2023 Chart 8Brent Forecasts Rise As Global Economy Recovers Two-Way Price Risk Abounds Risks to our views abound on the upside and the downside. To the upside, the example of the UK and the US in mobilizing its distribution of vaccines is instructive. Both states got off to a rough start, particularly the US, which did not seem to have a strategy in place as recently as January. After the US kicked its procurement and distribution into high gear its vaccination rates soared and now appear to be on track to deliver a “normal” Fourth of July holiday in the US. The UK has begun its reopening this week. Both states are expected to achieve herd immunity in 3Q21.3 The EU, which mishandled its procurement and distribution likely benefits from lessons learned in the UK and US and achieves herd immunity in 4Q21, according to McKinsey’s research. Any acceleration in this timetable likely would lead to stronger growth and higher oil prices. The next big task for the global community will be making vaccines available to EM economies, particularly those in which the pandemic is accelerating and providing the ideal setting for mutations and the spread of variants that could become difficult to contain. The risk of a resurgence in large-scale COVID-19-induced lockdowns remains, as rising death and hospitalization rates in Brazil, India and Europe attest. Cry Havoc The other big upside risk we see is armed conflict involving the US, Russia, China and their clients and allies. Commodity markets are ignoring these risks at present. Even though they do not rise to the level of war, the odds of kinetic engagement – planes being shot down or ships engaging in battle in the South China Sea – are rising on a daily basis. This is not unexpected, as our colleagues in BCA Research’s Geopolitical Strategy pointed out recently.4 Indeed, our GPS service, led by Matt Gertken, warned the Biden administration would be tested in this manner by Russia and China from the get-go. Russia has massed troops on Ukraine’s border and warned the US not to interfere. China has massed warships off the coast of the Philippines, and continues its incursions in Taiwan’s air-defense zone, keeping US forces on alert. Political dialogue between the US and Russia and the US and China is increasingly vitriolic, with no sign of any leavening in the near future. Intentional or accidental engagement could let slip the dogs of war and spike oil prices briefly. Finally, OPEC 2.0 is going to have to accommodate the “official” return of Iran as a bona fide oil exporter, if, as we expect, it is able to reinstate its nuclear deal – i.e., the Joint Comprehensive Plan of Action (JCPOA) – with Western states, which was abrogated by then-President Donald Trump in 2018. This may prove difficult, given our view that the oil-price collapse of 2014-16 was the result of the Saudis engineering a market-share war to tank prices, in an effort to deny Iran $100+ per-barrel prices that had prevailed between end-2010 and mid-2014. OPEC 2.0, particularly KSA, has not publicly involved itself in the US-Iran negotiations. However, it is worthwhile recalling that following the disastrous market-share war launched in 2014, KSA and the rest of OPEC 2.0 did accommodate Iran’s return to markets post-JCPOA.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Brent and WTI prices rallied sharply following the release of the EIA’s Weekly Petroleum Status Report showing a 9.1mm-barrel decline in US crude and product stocks for the week ended 9 April 2021. This was led by a huge draw in commercial crude and distillate inventories (5.9mm barrels and 2.1mm barrels, respectively). These draws came on the back of generally bullish global demand upgrades by the major data services (EIA, IEA and OPEC) over the past week. These assessments were supported by EIA data showing refined-product demand – i.e., “product supplied” – jumped 1.1mm b/d for the week ended 9 April. With vaccine distributions picking up steam, despite setbacks on the Johnson & Johnson jab, the storage draws and improved demand appear to have catalyze the move higher. Continued weakness in the USD also provided a tailwind, as did falling real interest rates in the US. Base Metals: Bullish Nickel prices fell earlier this week, as China’s official Xinhua news agency reported that Chinese Premier, Li Keqiang stressed the need to strengthen raw materials’ market regulation, amidst rising commodities prices, which been pressuring corporate financial performance (Chart 9). This statement came after China’s top economic advisor, Liu He also called for authorities to track commodities prices last week. Nickel prices fell by around $500/ ton earlier this week on this news, and were trading at $16,114.5/MT on the London Metals exchange as of Tuesday’s close. Other base metals were not affected by this news. Precious Metals: Bullish The US dollar and 10-year treasury yields fell after March US inflation data was released earlier this week. US consumer prices rose by the most in nearly nine years. The demand for an inflation hedge, coupled with the falling US dollar and treasury yields, which reduce the opportunity cost of purchasing gold, caused gold prices to rise (Chart 10). This uncertainty, coupled with the increasing inflationary pressures due to the US fiscal stimulus will increase demand for gold. Spot COMEX gold prices were trading at $1,746.20/oz as of Tuesday’s close. Ags/Softs: Neutral The USDA reported ending stocks of corn in the US stood at 1.35 billion bushels, well below market estimates of 1.39 billion and the 1.50 billion-bushel estimate by the Department last month, according to agriculture.com’s tally.  Global corn stocks ended at 283.9mm MT vs a market estimate of 284.5mm MT and a Department estimate of 287.6mm MT.  Chart 9Base Metals Are Being Bullish Chart 10Gold Prices To Rise   Footnotes 1     Please see US-Russia Pipeline Standoff Could Push LNG Prices Higher, which we published on 8 April 2021 re the IMF’s latest forecast for global growth.  Briefly, the Fund raised its growth expectations for this year and next to 6% and 4.4%, respectively, nearly a full percentage-point increase versus its January forecast update for 2021 2     A backwardated forward curve – prompt prices trading in excess of deferred prices – is the market’s way of signaling tightness.  It means refiners of crude oil value crude availability right now over availability a year from now.  This is exactly the same dynamic that drives an investor to pay $1 today for a dollar bill delivered tomorrow than for that same dollar bill delivered a year from now (that might only fetch 98 cents today, e.g.). 3    Please see When will the COVID-19 pandemic end?, published 26 March 2021 by McKinsey & Co. 4    Please see The Arsenal Of Democracy, a prescient analysis published 2 April 2021 by BCA’s Geopolitical Strategy.  The report notes the Biden administration “still faces early stress-tests on China/Taiwan, Russia, Iran, and even North Korea.  Game theory helps explain why financial markets cannot ignore the 60% chance of a crisis in the Taiwan Strait. A full-fledged war is still low-probability, but Taiwan remains the world’s preeminent geopolitical risk.”   Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

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

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

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

Dear Client, Dhaval Joshi has started publishing the new BCA Research Counterpoint product, in which he will continue to apply his unique process to dig up original investment opportunities around the globe. I trust many of you will continue to read Dhaval’s excellent and thought-provoking work. I also hope to keep your readership as I take the helm of the European Investment Strategy product, where I will apply BCA’s time-tested method which emphasizes analysis of global liquidity and economic trends to forecast European market outcomes. Thank you for your continued trust and support. Best regards, Mathieu Savary   Highlights The Eurozone’s economy lags the US’s because of weakness in the service sector. Poor vaccine rollouts and tighter fiscal policy explain this bifurcated outcome. Even though Europe will continue to trail the US this year, the summer period will see a sharp European recovery. Investors can take advantage of this rebound by buying the cyclical equities that have lagged during last year’s rally. Favor the French, Italian and Spanish equity markets over the German and Dutch markets. The Bank of England does not need to fight rising Gilt yields; favor the pound over the euro as the UK-German spread widens. The Norges Bank will be the first G-10 central bank to lift rates, which will hurt EUR/NOK. Fade any hawkish noise coming from the German election season. Feature The service sector constitutes the biggest drag on the Eurozone’s economy, which will cause European growth to trail that of the US further. The euro area’s fundamental problem is that it lags the US significantly on both vaccination and fiscal stimulus fronts. Nonetheless, by the summer, the European service sector will start catching up, which will favor a basket of sectors exposed to the economic re-opening that have lagged until now. The Service Sector Remains Under The Weather The consensus is correct to expect European growth to lag that of the US in 2021, even if the extent of the shortfall does not hit the 4% currently penciled in by Bloomberg. Chart 1The Service Sector Is the Problem Unlike normal business cycles, the service sector is now Europe’s biggest handicap, while the manufacturing sector is performing in line with that of the US (Chart 1, top panel). On both sides of the Atlantic, industrial activity has benefited from the same set of positives in recent quarters. Goods purchases were the only outlet for pent-up demand built up in the first and second quarter of 2020. Extraordinarily accommodative global liquidity conditions and record-low interest rates boosted spending on big-ticket items, especially in light of the housing boom that has engulfed the globe. Finally, China’s rapid recovery fueled a swift rebound in the demand for natural resources, autos and machinery that benefited manufacturers the world over. Service activity did not enjoy a similar unified tailwind. Consequently, while the US Services PMI stands at a seven-year high, the Eurozone’s lingers at 45.7, in contraction territory (Chart 1, middle panel). The weaker confidence of European households sheds light on this bifurcated performance (Chart 1, bottom panel). Health and fiscal policies are the main headwinds in the Eurozone that have hurt its service sector and hampered the mood of its households, at least compared to the US. With regard to health policy, the poor vaccination rates on the European continent create the greatest problem. The vaccination effort has only reached 11.8, 11.1, 11.9 and 12.5 doses per 100 person in Germany, France, Italy and Spain respectively. In the US and the UK, authorities have already delivered more than 30 doses per 100 person (Chart 2). As a result, while infection and death per capita are rapidly declining in the US and in the UK, mortality is once again rising in France as well as in Italy and caseloads are increasing there and in Germany. Moreover, hospitalization rates and ICU usage in France, Germany, Italy or Portugal are once again trending up, and in some cases they are hitting threatening levels for the healthcare system. In response to these COVID-19 dynamics, governments in many major Eurozone countries are resorting to the re-imposition of restrictions. Italy has announced new lockdowns in half of its 20 regions while France just entered its third lockdown over the weekend. By contrast, the stringency of restrictions is set to ease in the UK and the US. In the US, limitations were already imposed or followed more laxly relative to the euro area (depending on the state) and mobility was improving (Chart 3). Chart 2Slow Vaccination In The Eurozone Chart 3The Stringency Of Lockdowns Matter Despite the lower mobility created by stricter restrictions in the Eurozone, the US government has opened the fiscal tap much more aggressively than European governments (Chart 4). Since the beginning of the crisis, the US fiscal help has reached 25% of GDP, while in Italy, Germany, France or Spain the budget deficits have swelled by a more modest 14%, 10%, 9% and 13% of GDP, respectively. True, European governments have also offered credit guarantees totaling EUR3 trillion euros, but these sums only have a very indirect impact on aggregate demand and should mostly be understood as liquidity insurance to prevent a liquidity crisis from morphing into a solvency crisis. Chart 4Tight Fists On The Continent For the remainder of 2021, European fiscal policy is unlikely to be eased compared to the US. BCA Research’s Geopolitical strategy team anticipates the Biden government to add a further $2 trillion dollars of spending by the end of 2021, mostly in the form of long-term and infrastructure outlays, in addition to the $1.9 trillion recently legislated.While the European Union’s NGEU plan is an important step in the integration of European fiscal policy, its generous EUR750 billion envelope will be disbursed over five years. This implies a debt-based fiscal expansion of 1% per annum between 2021 and 2024 (the years of maximum disbursements). Individual state plans are also limited. Bottom Line: The European economy is lagging the US economy because of the inferior performance of its service sector. This disadvantage is the consequence of both a slower vaccine rollout that is negatively impacting mobility and a much more timid fiscal policy. Relief Is On Its Way The Eurozone’s service sector and domestic economic performance is nonetheless set to improve, despite the current health and fiscal policy deficiencies. First, the economy continues to adapt to its new socially distanced form. In the second quarter of 2020, the imposition of lockdowns caused the euro area’s quarterly GDP to collapse by 11%. The contribution to GDP of the retail, wholesale, artistic, entertainment, and hospitality sectors tumbled to -7.3%. In Q4 2020, as European governments were imposing equally stringent lockdowns, quarterly GDP growth fell to -0.1% and the contribution to growth of the same sectors only hit -0.54%. Second, the continental vaccination campaign is progressing. It is easy to worry that it will take a very long time to vaccinate the entire population, but the main reason to impose lockdowns is to preserve capacity in the healthcare system. Thus, the priority is to inoculate 50-year olds and above because they constitute 90% of hospitalizations. Through this aperture, even if the pace of vaccination remains tepid in Europe, the goal to decrease economic restrictions can reasonably be achieved by summer. Moreover, with Pfizer’s logistical issues corrected, the pace of vaccination can accelerate. Concerns remain over the population’s willingness to receive the vaccines, but these issues will fade as well. The current worries surrounding the AstraZeneca vaccines provide an example. The incidence of thromboembolic events is marginally higher than for the general population and the European Medicines Agency deemed the AstraZeneca vaccines safe, especially in light of the human costs of the disease it prevents. As caseloads and mortality rates decline in Israel, the UK and the US, even French elderlies will become more willing to receive their vaccines. Table 1Parsimonious But Constant Fiscal Stimulus… Third, fiscal policy will remain easy. True, European government support is tepid compared to the US, but the continual drip of new policy measures shows that authorities are not intransigent (Table 1). In all likelihood, the various furlough and employment protection schemes implemented since the spring of 2020 are likely to remain in place this year even if lockdowns decrease. Their impact on employment was major and they contributed meaningfully to preserve household income (Chart 5). Finally, COVID-19 is a seasonal illness and summer is on its way in Europe. The experience of 2020, when vaccines and testing were much more limited than they are today, has taught us that in the summer months, this coronavirus spreads much less. Therefore, seasonal patterns will allow a relaxation of social distancing measures. Chart 5Furloughs Played A Crucial Role In this context, service activity in the Eurozone will improve, which will boost GDP. European households, like their US counterparts, have accumulated significant excess savings (Chart 6). Furthermore, global manufacturing activity will remain robust, which will support employment and household income in the Eurozone. Hence, consumer confidence will improve and some of the EUR300 billion in excess savings will make its way into the economy. The service sector should be the prime beneficiary of this money because households have already fulfilled a large proportion of their pent-up demand for goods. What they now want to do is to go out, go to restaurants and spend their income on experiences. The rebound in the contribution to GDP of the retail and recreation sectors will be accretive to job and household income, unleashing a virtuous circle of activity (Chart 7). Chart 6European Are Building Their Nest Egg too Chart 7Services Will Contribute Again to Growth Bottom Line: In 2021, the euro area’s economy will further lag that of the US, but investors should nonetheless expect a robust uptick in service activity this summer. How To Play The Summer Recovery? Chart 8Buy The Laggards / Sell the Leaders Five weeks ago, BCA Research’s US Equity Sector Strategy service designed a strategy to buy the laggards within a basket of sectors that should benefit from the recovery while selling the “back-to-work” stocks that had already priced in that recovery.  This recommendation protects investors against potential hiccups in the re-opening trade and is simple to implement: sell/underweight the pro-cyclical sectors that stand above their February 19 relative peak and buy/overweight those that remain below their relative highs (Chart 8). In the Eurozone context, this strategy involves focusing on the cyclical sectors, and buying/overweighting these cyclical stocks that stand below their pre-COVID high relative to the MSCI benchmark while selling/underweighting those that have punched above this threshold. Chart 9 illustrates the sectors to favor and the ones to avoid using this methodology. In essence, not only should the “laggards” baskets experience a catch up in earnings, but also, the shift in sentiment should prompt a re-rating of relative valuations (Chart 10). Chart 9Who Are the Laggards And the Leaders? This strategy makes sense beyond the COVID-19 dynamics. From a global perspective, the basket of sectors purchased (the laggards”) outperforms the former “leaders” after global bond yields increase (Chart 11, top panel). This relationship reflects the heavy representation of financials in the “laggards” basket while tech and the interest rates-sensitive automobile sector are key constituents of the “leaders” basket. Additionally, the former “leaders” are more exposed to the Chinese business cycle than the “laggards". Chart 10Relative Valuations will Adjust Chart 11Macro Forces Favor The Laggards over the Leaders The deceleration in the Chinese economy is a problem for the “leaders” relative performance (Chart 11, bottom panel). China’s credit impulse has rolled over as Beijing aims to prevent excess speculation in the real estate sector. Moreover, a regulatory tightening is taking place in the Middle Kingdom, which will further slow its economy. Already, the new orders-to-inventories ratio from the NBS PMI reflects the downside risk for the Chinese economy, which highlights the threat to the previous high-flying leaders. A strategy that favors the former “laggards” at the expense of the previous “leaders” also has implications for geographical allocation within euro area equities. As Table 2 shows, Italy, France and Spain over represent the “laggards” in their national benchmarks while the Netherlands and Germany overweight the “leaders”. On a net basis, the tech-heavy Netherlands is the country to avoid, with a 27% relative underweight for the “laggards”, while Spain and Italy should be favored, with their 24% and 22% overweight in the “laggards” relative to the “leaders”. Spain and Italy in particular will also benefit from a further narrowing in sovereign spreads that will boost the performance of their financial sector while the re-opening of trade continues. Additionally, investors should favor France at the expense of Germany. Table 2France, Italy, and Spain Over The Netherlands And Germany Bottom Line: The economic re-opening favors the Eurozone cyclicals that still trade below their February 19 2020 relative highs as the expense of those cyclicals that have already overtaken their pre-COVID peaks. This means buying/overweighting the Banks, Insurance, Energy and Aerospace & Defense sectors at the expense of the IT, Automobiles and Building products sectors. It also implies a preference for Italian and Spanish equities, especially relative to Dutch equities. Country Focus: The BoE Follows the Fed, Not The ECB Last Thursday, the Bank of England followed in the Fed’s footprints, not the ECB’s. The BoE refrained from adding to its asset purchases, even if this year, 10-year Gilt yields are rising in line with the Treasuries and rapidly outpacing Bund yields. However, the BoE remains committed to keeping short rates at record lows and it keeps the window open for rate cuts if economic conditions ever warrant it. We agree with the Bank of England that the UK’s economic outlook has improved in recent months. The extension of both the furlough schemes and tax holidays, along with the rapid pace of vaccination in the British Islands point to robust growth in the coming quarters. Nonetheless, the picture is not without blemish. Specifically, the UK’s exports to the EU are collapsing in wake of Brexit. Moreover, the pace of vaccination in the UK is set to slow a bit over the coming months. These risks to the outlook are unlikely to topple the economy, because the vigor of the UK’s housing market is an important support to domestic demand. While the UK’s labor market remains frail, the strength of the RICS housing survey suggests that real wages will stay well bid (Chart 12). The increase in household income will cause consumption to accelerate sharply once lockdowns are eased. This could accentuate inflationary pressures this year, and cause inflation over the next few years to trend higher relative to the euro area. Chart 12UK Real Wages Have Upside With this economic backdrop, the market’s pricing of the SONIA curve is appropriate. Over the past month, the OIS curve has steepened significantly (Chart 13). The BoE is comfortable with that pricing and considers the back up in interest rates to be reflective of stronger growth and not constraining of activity. In fact, financial conditions are roughly unchanged since the MPC’s last meeting, which highlights that rising risk asset prices have compensated for an appreciating pound and rising gilt yields. Chart 13SONIA Is Climbing Up, And The BoE Is Fine With It Bottom Line: The SONIA curve will continue to shift higher relative to the EONIA curve. Consequently, the spread between Gilt and Bund yields will widen further and EUR/GBP will depreciate more over the coming six to nine months, especially because the pound keeps trading at a discount. Moreover, thanks to their domestic focus and lower sensitivity to the pound, UK mid-cap and small-cap stocks will outperform the FTSE-100. Country Focus: Norges Bank, First Out Of The Gate Chart 14The Norges Bank Will Raise Rates First Last Thursday, Governor Øystein Olsen indicated that the Norges Bank would increase interest rates from zero later this year, which validates the message of the Norwegian swap curve. Looking at economic fundamentals, investors should not bet against this outcome. BCA’s Central Bank Monitor confirms that the Norges Bank will be the first central bank in the West to lift interest rates (Chart 14). It is the only one of our Monitors in “Tight Money Required” territory. The message from our Norges Bank Monitor reflects the prompt recovery of the Norwegian economy. Thanks to rebounding Brent prices and rapidly expanding production at the new Johan Sverdrup oil field (the largest in the North Sea), Norwegian nominal exports are growing at a double-digit pace. Meanwhile Norwegian retail sales are increasing at a 16% annual rate. Beyond some near-term COVID worries, consumer spending will remain robust because the strong employment component of the PMI points to solid job gains and a rapidly rising consumer confidence. Finally, Norwegian inflation is already above the central bank’s target of 2%, with core CPI at 2.05% and headline inflation at 3.3%. Chart 15A Weaker EUR/NOK ahead Thanks to Norway’s economic performance, the krone remains one of the favorite currencies of BCA’s Foreign Exchange Strategy service.  The global economic environment creates additional tailwind for the NOK. A continued global economic recovery will allow oil prices to rise further on a 12- to 18-month basis, which should lead to a weaker EUR/NOK (Chart 15). In a similar vein, the NOK is particularly sensitive to the USD dollar’s fluctuations. As a result, BCA’s negative cyclical stance toward the USD will create an important support for the NOK, even if the greenback’s countertrend bounce could last another quarter or so. Finally, along with the SEK, the NOK is the cheapest pro-cyclical currency in the G10, trading at a 5% discount to its fair value. Thus, the Norwegian krone should benefit greatly from continued risk taking this year. Bottom Line: The Norwegian krone remains one of the most attractive currencies in the world. The status of the Norges Bank as the front-runner to lift rates this year only amplifies the NOK’s appeal. A Few Words On Germany’s State Elections Chart 16German Party Polling The defeat of Angela Merkel’s CDU party in the states of Baden-Wurttemberg and Rhineland-Palatinate highlights that the German electorate is moving slowly to the left. According to BCA’s Geopolitical Strategy Service, it is too early to tell whether a left-wing coalition will take power in Germany this fall. However, the marginal shift toward the SPD and the Green Party indicates that even the CDU will have to listen to the median voter’s demands (Chart 16).  Practically, this means that German politics will push for more European integration and that ultimately, more fiscal stimulus will materialize in Europe over the coming years. As a result, investors should fade any hit to the euro or European assets caused by hawkish sounds made by CDU potential leaders during the campaign for the September federal election.   Mathieu Savary, Chief European Investment Strategist Mathieu@bcaresearch.com   Cyclical Recommendations Structural Recommendations Trades Closed Trades Currency Performance Fixed Income Performance Government Bonds Corporate Bonds Equity Performance Major Stock Indices Geographic Performance Sector Performance  

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