Emerging Markets

Highlights Chart 1A Tough Balancing Act For The Fed In last week’s Congressional testimony, Fed Chair Jay Powell talked about his goal of achieving a “soft landing”. That is, the Fed will tighten enough to slow inflation but not so much that the economy tips into recession. This balancing act was always going to be difficult, and recent world events have only complicated it. On the one hand, the US labor market has essentially returned to full employment. The prime-age employment-to-population ratio is just 1% below its pre-COVID level, a gap that will soon be filled by the 1.2 million people being kept out of the labor force by the pandemic (Chart 1). On the other hand, risk-off market moves driven by the war in Ukraine have caused the yield curve to flatten (Chart 1, bottom panel). The Fed’s task is to respond to the strong US economy by lifting rates, but to also avoid inverting the yield curve. To split the difference, the Fed will proceed with a 25 bps rate hike at each FOMC meeting, but will slow down if the curve inverts. Our recommended strategy is to keep portfolio duration close to benchmark for the time being given the uncertainty in Ukraine. However, the Treasury curve is now priced for too shallow a path for rate hikes. We are actively looking for a good time to re-initiate duration shorts. Feature   Table 1Recommended Portfolio Specification Table 2Fixed Income Sector Performance Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment grade corporate bonds underperformed the duration-equivalent Treasury index by 124 basis points in February, dragging year-to-date excess returns down to -238 bps. The index option-adjusted spread widened 16 bps on the month and it currently sits at 130 bps. Our quality-adjusted 12-month breakeven spread has moved up to its 36th percentile since 1995 (Chart 2). The corporate bond sell-off that began late last year on heightened expectations of Fed tightening has accelerated in recent weeks, this time driven by the war in Ukraine. The result of the turmoil is that a significant amount of value has returned to the corporate bond market. In fact, spreads have not been this wide since early 2021. Continued uncertainty about how the Ukrainian situation will evolve causes us to recommend a neutral stance on investment grade corporate bonds in the near term. However, enough value has been created that a buying opportunity could soon emerge. Corporate balance sheets remain healthy. In fact, the ratio of total debt to net worth on nonfinancial corporate balance sheets is at its lowest level since 2010 (bottom panel). Further, the most likely scenario is that the economic contagion from Russia/Ukraine to the United States will be limited. While Fed tightening is set to begin this month, spreads are now wide enough that a flat but positively sloped yield curve is not sufficient to justify an underweight stance on corporate bonds. Investors should stay neutral for now but look for an opportunity to turn more bullish. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* Table 3BCorporate Sector Risk Vs. Reward* High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield underperformed the duration-equivalent Treasury index by 56 basis points in February, dragging year-to-date excess returns down to -213 bps. The index option-adjusted spread widened 17 bps on the month and it currently sits at 376 bps. The 12-month spread-implied default rate – the default rate that is priced into the junk index assuming a 40% recovery rate on defaulted debt and an excess spread of 100 bps – also moved up to 4.6% (Chart 3). The odds are good that defaults will come in below 4.6% during the next 12 months, and as such, we expect high-yield bonds to outperform a duration-matched position in Treasuries. This warrants a continued overweight allocation to High-Yield on a cyclical (6-12 month) horizon, though we acknowledge that further spread widening is likely until the situation in Ukraine reaches a place of greater stability. High-Yield valuations continue to be more favorable than for investment grade corporates (panel 3). We therefore maintain a preference for high-yield corporate bonds over investment grade.       MBS: Underweight Chart 4MBS Market Overview Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 48 basis points in February, dragging year-to-date excess returns down to -60 bps. The zero-volatility spread for conventional 30-year agency MBS widened 12 bps on the month, driven by an 11 bps widening of the option-adjusted spread (OAS). The compensation for prepayment risk (option cost) increased by 1 bp on the month (Chart 4). We wrote in a recent report that MBS’ poor performance in 2021 was attributable to an option cost that was too low relative to the pace of mortgage refinancings, noting that the MBA Refinance Index was slow to fall in 2021 despite the back-up in yields.1 This valuation picture is starting to change. The option cost is now up to 44 bps, its highest level since 2016 and refi activity is slowing as the Fed moves toward rate hikes. At 30 bps, the index OAS remains unattractive. However, the elevated option cost raises the possibility that the OAS may be over-estimating the pace of mortgage refinancings for the first time in a while. If these trends continue, it may soon make sense to increase exposure to agency MBS. We closed our recommendation to favor high coupon over low coupon securities on February 15th, concurrent with our decision to increase portfolio duration. We will likely re-establish this position when we move portfolio duration back to below benchmark. Emerging Market Bonds (USD): Underweight Chart 5Emerging Markets Overview Emerging Market bonds underperformed the duration-equivalent Treasury index by 399 basis points in February, dragging year-to-date excess returns down to -483 bps. EM Sovereigns underperformed the Treasury benchmark by 519 bps on the month, dragging year-to-date excess returns down to -646 bps. The EM Corporate & Quasi-Sovereign Index underperformed by 323 bps on the month, dragging year-to-date excess returns down to -379 bps. Russian sovereign bonds were recently downgraded to below investment grade, but before they were removed from the index they contributed -367 bps to Sovereign excess returns in February. In other words, if Russian securities are excluded, the EM Sovereign index only lagged Treasuries by 152 bps in February and actually outperformed a duration-matched position in US corporate bonds. As a result, the EM Sovereign index now offers less yield than a credit rating and duration-matched position in US corporate bonds (Chart 5). This recent shift in valuation leads us to reduce our recommended exposure to EM Sovereigns from overweight to underweight. Russian securities also negatively influenced EM Corporate & Quasi-Sovereign returns in February, but that index still offers a significant yield premium over US corporates whether Russian bonds are included or not (bottom panel). The turmoil overseas causes us to reduce exposure to this sector as well, but we will retain a neutral allocation instead of underweight because of still-attractive valuations. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal bonds underperformed the duration-equivalent Treasury index by 5 basis points in February, dragging year-to-date excess returns down to -126 bps (before adjusting for the tax advantage). While the war in Ukraine introduces a great deal of uncertainty into the economic outlook, the municipal bond sector should be better placed than most to deal with the fallout. Trailing 4-quarter net state & local government savings are incredibly high (Chart 6) and 2021’s federal spending splurge will continue to support state & local government coffers for some time. That said, relative muni valuations have tightened significantly during the past few months and the recent back-up in corporate spreads will eventually give us an opportunity to increase exposure to that sector. With that in mind, this week we downgrade our municipal bond allocation from “maximum overweight” (5 out of 5) to “overweight” (4 out of 5). We calculate that 12-17 year maturity Revenue munis offer a breakeven tax rate of 5% relative to credit rating and duration matched US corporate bonds. 12-17 year General Obligation Munis offer a breakeven tax rate of 11% versus corporates (panel 2). Both figures are down considerably from their 2020 peaks. For their part, high-yield muni spreads have also not kept pace with the recent widening in high-yield corporate spreads (bottom panel). Treasury Curve: Buy 2-Year Bullet Versus Cash/10 Barbell Chart 7Treasury Yield Curve Overview The Treasury curve flattened dramatically In February, driven by a re-pricing of Fed expectations in the first half of the month and then later by flight-to-quality flows spurred by the war in Ukraine. The 2/10 and 5/30 Treasury slopes flattened by 22 bps and 3 bps in February. They currently sit at 24 bps and 51 bps, respectively (Chart 7). As noted on the first page of this report, during the next few months the Fed will be forced to strike a balance between tightening policy fast enough to prevent a de-stabilizing increase in inflation expectations and slow enough to prevent an inversion of the yield curve. The latter would likely signal an unacceptable increase in recession risk. In the near-term, we view the risks as clearly tilted toward further curve flattening as the Fed initiates a rate hike cycle while geopolitical uncertainties keep a lid on long-dated yields. However, this dynamic will eventually give way when political uncertainties abate and/or the Fed is forced to move more slowly in response to an inverted (or almost inverted) curve. With that in mind, a position in curve steepeners continues to make sense on a 6-12 month investment horizon. We also maintain our recommendation to favor the 20-year bond over a duration-matched barbell consisting of the 10-year note and 30-year bond. This position offers an enticing 26 bps of duration-neutral carry. TIPS: Neutral Chart 8TIPS Market Overview TIPS outperformed the duration-equivalent nominal Treasury index by 150 basis points in February, bringing year-to-date excess returns up to +127 bps. The 10-year TIPS breakeven inflation rate rose 19 bps on the month and the 5-year/5-year forward TIPS breakeven inflation rate rose 7 bps. Perhaps the most interesting recent market move is that TIPS breakeven inflation rates rose during the past month, even as flight-to-safety flows surged into the US bond market. That is, while nominal Treasury yields declined, TIPS yields fell even more, and the cost of inflation compensation embedded in US bond prices increased. At present, the 10-year TIPS breakeven inflation rate is 2.70%, above the Fed’s 2.3% to 2.5% target range (Chart 8). The 5-year/5-year forward TIPS breakeven inflation rate is 2.16%, still below the Fed’s target range but significantly higher than where it was in January. The bond market has responded to the war in Ukraine and resultant surge in commodity prices by bidding up the cost of inflation compensation. While we agree that higher commodity prices increase the risk that inflation will remain elevated in the second half of the year, we still think the most likely outcome is that core inflation starts to moderate in the coming months as supply chain pressures ease and the pandemic exerts less of an impact on daily life. Upcoming Fed rate hikes will also apply downward pressure to long-maturity TIPS breakeven inflation rates. As a result, we maintain our recommended neutral allocation to TIPS versus nominal Treasuries at the long-end of the curve and re-iterate our recommendation to underweight TIPS versus nominal Treasuries at the front-end of the curve.  ABS: Overweight Chart 9ABS Market Overview Asset-Backed Securities underperformed the duration-equivalent Treasury index by 25 basis points in February, dragging year-to-date excess returns down to -5 bps. Aaa-rated ABS underperformed by 25 bps on the month, dragging year-to-date excess returns down to -6 bps. Non-Aaa ABS underperformed by 22 bps on the month, dragging year-to-date excess returns down to -1 bp. During the past two years, substantial federal government support for household incomes has caused US households to build up an extremely large buffer of excess savings. During this period, many households have used their windfalls to pay down consumer debt and credit card debt levels have fallen to well below pre-COVID levels (Chart 9). Though consumer credit growth has rebounded, debt levels are still low. This indicates that the collateral quality backing consumer ABS remains exceptionally strong. This also indicates that while surging gasoline prices will weigh on consumer activity in the coming months, household balance sheets are starting from such a good place that we don’t expect a meaningful increase in consumer credit delinquencies. Investors should remain overweight consumer ABS and should take advantage of the high quality of household balance sheets by moving down the quality spectrum, favoring non-Aaa rated securities over Aaa-rated ones. Non-Agency CMBS: Neutral Chart 10CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 95 basis points in February, dragging year-to-date excess returns down to -98 bps. Aaa Non-Agency CMBS underperformed Treasuries by 90 bps on the month, dragging year-to-date excess returns down to -92 bps. Non-Aaa Non-Agency CMBS underperformed by 108 bps on the month, dragging year-to-date excess returns down to -105 bps (Chart 10). Though CMBS spreads remain wide compared to other similarly risky spread products, we continue to recommend only a neutral allocation to the sector because of the structurally challenging environment for commercial real estate. Agency CMBS: Overweight Agency CMBS underperformed the duration-equivalent Treasury index by 24 basis points in February, dragging year-to-date excess returns down to -21 bps. The average index option-adjusted spread widened 6 bps on the month. It currently sits at 46 bps (bottom panel). The average Agency CMBS spread remains below its pre-COVID level, but it continues to look attractive compared to other similarly risky spread products. Stay overweight. Appendix A: The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the US Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. At present, the market is priced for 172 basis points of rate hikes during the next 12 months. Chart 11The Golden Rule's Track Record Appendix A: The Golden Rule Of Bond Investing We can also use our Golden Rule framework to make 12-month total return and excess return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the fed funds rate. Excess returns are relative to the Bloomberg Barclays Cash index. To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with excess returns for a front-loaded and a back-loaded rate hike scenario. Excess returns are calculated by subtracting assumed cash returns in each scenario from our total return projections. Appendix B: Butterfly Strategy Valuations The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: US Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com US Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As Of February 28, 2022) Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As Of February 28, 2022) Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of -29 bps in the 5 over 2/10 cell means that we would expect the 5-year to outperform the 2/10 if the 2/10 slope flattens by less than 29 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) Appendix C: Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the US bond market. It is a purely computational exercise and does not impose any macroeconomic view. The Map’s vertical axis shows 12-month expected excess returns. These are proxied by each sector’s option-adjusted spread. Sectors plotting further toward the top of the Map have higher expected returns and vice-versa. Our novel risk measure called the “Risk Of Losing 100 bps” is shown on the Map’s horizontal axis. To calculate it, we first compute the spread widening required on a 12-month horizon for each sector to lose 100 bps or more relative to a duration-matched position in Treasury securities. Then, we divide that amount of spread widening by each sector’s historical spread volatility. The end result is the number of standard deviations of 12-month spread widening required for each sector to lose 100 bps or more versus a position in Treasuries. Lower risk sectors plot further to the right of the Map, and higher risk sectors plot further to the left. Chart 12Excess Return Bond Map (As Of February 28, 2022) Recommended Portfolio Specification Other Recommendations Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see US Bond Strategy Weekly Report, “The Omicron Impact”, dated November 30, 2021. Treasury Index Returns Spread Product Returns

Executive Summary US Can Do Without Russia's Oil, EU, NATO … Not So Much The US will ban Russian oil imports shortly.  This is not as big a deal markets had feared over the weekend, when news of a possible ban of Russian oil and refined products into the US and Europe was telegraphed by US officials, powering prices to $140/bbl.1 The US imported a combined 400k b/d of Russian crude oil and refined products in December 2021, the EIA reports, which accounted for less than 5% of the 8.6mm b/d of imports. Europe is another story.  Roughly 60% of Russia's 11.3mm b/d of crude oil and refined-products output goes to OECD Europe, according to the IEA. Russia considers Western sanctions to be on an equal footing with a declaration of war.2  President Putin has threatened a nuclear response if the West interferes with invasion of Ukraine, which could elicit a similar response from the West.3  US shale producers will be highly incentivized to increase output given high prices.  Our view continues to include a production increase from core OPEC 2.0 – Saudi Arabia, UAE and Kuwait.  We also anticipate a return of 1mm b/d from Iran, following a nuclear deal with the US. Bottom Line: We remain long commodity-index exposure (S&P GSCI and the COMT ETF), along with equity exposure to oil and gas producers via the XOP ETF. Footnotes 1     Please see Crude price jumps on talk of US oil ban as Russia steps up shelling of civilian areas, published by the Financial Times on March 6, 2022. 2     Please see Putin says Western sanctions are akin to declaration of war, published on March 5, 2022. 3    Please see How likely is the use of nuclear weapons by Russia?, published by Chatham House on March 1, 2022.  The report notes, " If Russia were to attack Ukraine with nuclear weapons, NATO countries would most likely respond on the grounds that the impact of nuclear weapons crosses borders and affects the countries surrounding Ukraine. NATO could respond either by using conventional forces on Russian strategic assets, or respond in kind using nuclear weapons as it has several options available."

Executive Summary Nuclear Worries Take Center Stage Vladimir Putin has now committed himself to orchestrating a regime change in Kyiv. Anything less would be seen as a defeat for him. Assuming he succeeds, and it is far from obvious that he will, the resulting insurgency will drain Russian resources. Along with continued sanctions, this will lead to a further deterioration in Russian living standards and growing domestic discontent. If Putin concludes that he has no future, the risk is that he will decide that no one else should have a future either. Although there is a huge margin of error around any estimate, subjectively, we would assign an uncomfortably high 10% chance of a civilization-ending global nuclear war over the next 12 months. These odds place some credence on Brandon Carter’s highly controversial Doomsday Argument. Even if World War III is ultimately averted, markets could experience a freak-out moment over the next few weeks, similar to what happened at the outset of the pandemic. Google searches for nuclear war are already spiking. Despite the risk of nuclear war, it makes sense to stay constructive on stocks over the next 12 months. If an ICBM is heading your way, the size and composition of your portfolio becomes irrelevant. Thus, from a purely financial perspective, you should largely ignore existential risk, even if you do care about it greatly from a personal perspective. Bottom Line: The risk of Armageddon has risen dramatically. Stay bullish on stocks over a 12-month horizon. All In on Sanctions In the criminal justice system, there is a reason why the punishment for armed robbery is lower than for murder. If the punishment were the same, an armed robber would have a perverse incentive to kill his victim in order to better conceal his crime. The same logic applies, or at least used to apply, to geopolitics: You do not impose maximum sanctions from the get-go because that removes your ability to influence your enemy with the threat of further sanctions. Following Russia’s invasion of Ukraine, the West chose to go all in on sanctions, levying every type imaginable with the exception of those entailing a big cost to the West (such as cutting off Russian energy exports). Most notably, many Russian banks have been blocked from the SWIFT messaging system while the Russian central bank’s foreign exchange reserves have been frozen. Even FIFA has barred Russia from international competition, just weeks before it was set to participate in the qualifying rounds of the 2022 World Cup. At this point, there is not much more that can be done on the sanctions front. This leaves military intervention as the only avenue available to further pressure Russia. A growing chorus of Western pundits, some of whom could not have picked out Ukraine on a map two weeks ago, have begun clamoring for regime change… this time, in Moscow. As one might imagine, this is not something that sits well with Putin. Last week, he declared that “No matter who tries to stand in our way or … create threats for our country and our people, they must know that Russia will respond immediately, and the consequences will be such as you have never seen in your entire history.” To ensure there was no uncertainty about what he was talking about, he proceeded to place Russia’s nuclear forces on “special regime of combat duty.” Yes, It’s Possible The Putin regime has used nuclear weapons of a sort in the past. The FSB likely orchestrated the poisoning of Alexander Litvinenko with polonium-210 in 2006, leaving traces of the radioactive substance scattered in dozens of places across London. As former US presidential advisor and Putin biographer Fiona Hill said in a recent interview with Politico, “Every time you think, “No, he wouldn’t, would he?” Well, yes, he would.” Admittedly, there is a big difference between dropping polonium into a cup of tea at the Millennium hotel in Mayfair and dropping a 10-megaton nuclear bomb on London or any other major Western city. Still, if Putin feels that he has no future, he may try to take everyone down with him. The collapse in the ruble, and what is sure to be a major plunge of living standards across Russia, could foment internal opposition to Putin. A quiet retirement is not an option for him. Based on the latest exchange rates, Russia’s GDP is smaller than Mexico’s and barely higher than that of Illinois (Chart 1). While denying gas to Europe is a very real threat, it has a limited shelf life. Europe will aggressively build out infrastructure to process LNG imports. Chart 1Russia's Economic Power Has Faded In a few years, the one viable weapon that Russia will have at its disposal is its nuclear arsenal. As Dutch historian Jolle Demmers has said, “It is precisely the decline and contraction of Russian power, coupled with the possession of nuclear weapons and a tormented repressive president, that poses great risks.” Some of the world’s most prominent strategic thinkers flagged these risks before the invasion, but with little effect. The Mother of All Risks In simulated war games, it is generally difficult to get participants to cross the nuclear threshold, but once they do, a full-blown nuclear exchange usually ensues.1 The idea of “limited” nuclear war is a mirage.  How high are the odds of such a full-blown war? I must confess that my own feelings on the matter are heavily colored by my writings on existential risk. As I argued in Section XII of my special report, “Life, Death, and Finance in the Cosmic Multiverse,” we are probably greatly understating existential risk, especially when we look prospectively into the future. Although there is a huge margin of error around any estimate, subjectively, we would assign an uncomfortably high 10% chance of a civilization-ending global nuclear war over the next 12 months. These odds place some credence on Brandon Carter’s highly controversial Doomsday argument (See Box 1). A Paradox for Investors For investors, existential risk represents a paradoxical concept. If an ICBM is heading your way, the question of whether you are overweight or underweight stocks would be pretty far down on your list of priorities. And even if you were inclined to think about your portfolio, how would you alter it? In a full-blown global nuclear war, most stocks would go to zero while governments would probably be forced to default or inflate away their debt. Gold might retain some value – provided that you kept it in your physical possession – but even then, you would still have trouble exchanging it for anything of value if nothing of value were available to purchase. This means that from a purely financial perspective, you should largely ignore existential risk, even if you do care greatly about it from a personal perspective. What, then, can we say about the current market environment? I touched on many of the key issues in Monday’s Special Alert, in which we tactically downgraded global equities from overweight to neutral. I encourage readers to consult that report for our latest market views. In the remainder of today’s report, allow me to elaborate on a couple of key themes. A Freak-Out Moment Is Coming Chart 2Nuclear Worries Take Center Stage The market today reminds me of early 2020. We wrote a report on February 21 of that year entitled “Markets Too Complacent About The Coronavirus,” in which we noted that a full-blown pandemic “could lead to 20 million deaths worldwide,” and that “This would likely trigger a global downturn as deep as the Great Recession of 2008/09, with the only consolation being that the recovery would be much more rapid than the one following the financial crisis.” Many saw that report as alarmist, just as they saw our subsequent decision to upgrade stocks in March as cavalier.  Even if you knew in February 2020 that the S&P 500 would reach an all-time high later that year, you should have still shorted equities aggressively on a tactical basis. I feel the same way about the present. Google searches for nuclear war are spiking (Chart 2). A freak-out moment is coming, which will present a good buying opportunity for investors. Just to be on the safe side, I picked up a couple of bottles of Potassium Iodide earlier this week. When I checked the pharmacy again yesterday, all the bottles were sold out. They are now being hawked on Amazon for ten times the regular price. From Cold War to Hot Economy? The spike in commodity prices – especially energy prices – will have a negative near-term impact on global growth, while also limiting the ability of central banks to slow the pace of planned rate hikes (Chart 3). In general, inflation expectations and oil prices move together (Chart 4).   Chart 3Central Banks: Caught Between A Rock And A Hard Place   Chart 4Inflation Expectations And Oil Prices Go Hand-In-Hand Assuming the geopolitical situation stabilizes in a few months, oil prices should come down. The forward curve for oil is heavily backwardated now: The spot price for Brent is $111/bbl while the December 2022 price is $93/bbl (Chart 5). BCA’s commodity strategists expect the price of Brent oil to fall to $88/bbl by year-end. The decline in energy prices should provide some relief to global growth and risk assets in the back half of the year, which is one reason we are more constructive on equities over a 12-month horizon than a 3-month horizon. Looking out beyond the next year or two, the new cold war will lead to higher, not lower, interest rates. Increased spending on defense and alternative energy sources will prop up aggregate demand, especially in Europe where the need to diversify away from Russian gas is greatest. As Chart 6 shows, capex in the euro area cratered following the euro debt crisis. Capital spending via the Recovery Fund and other sources will rise significantly over the next few years. Chart 5The Brent Curve Is Heavily Backwardated Chart 6European Capex Is Poised To Increase In addition, the shift to a multipolar world will expedite the retreat from globalization. Rising globalization was an important force restraining inflation – and interest rates – over the past few decades. Lastly, the ever-present danger of war could prompt households to reduce savings. It does not make sense to save for a rainy day if that day never arrives. Lower savings implies a higher equilibrium rate of interest. As we discussed in our recent report entitled “A Two-Stage Fed Tightening Cycle,” after raising rates modesty this year, the Fed will resume hiking rates towards the end of 2023 or in 2024, as it becomes clear that the neutral rate in nominal terms is closer to 3%-to-4% rather than the 2% that the market assumes. The secular bull market in equities will likely end at that point. In summary, equity investors should be somewhat cautious over the next three months, more optimistic over a 12-month horizon, but more cautious again over a longer-term horizon of 2-to-5 years. Box 1The Doomsday Argument In A Nutshell Peter Berezin Chief Global Strategist peterb@bcaresearch.com Footnotes 1     For example, an article from the Center for Arms Control and Non-Proliferation discusses a Reagan administration war game called “Proud Prophet,” an exercise the Americans hatched to test the theory of limited nuclear strikes. The result of this exercise was that the “Soviet Union perceived even a low-yield nuclear strike as an attack, and responded with a massive missile salvo.” Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Executive Summary Russia Not Prepared To Invade West Ukraine Yet Russia is escalating its aggressiveness in Ukraine, marked by the shelling of a nuclear power station, troop reinforcements, and rhetorical threats of nuclear attack. Global financial markets will continue to suffer from negative news arising from this event until Russia achieves its aims in eastern Ukraine. Private sector boycotts on Russian commodity exports are imposing severe strains on the Russian economy, provoking it to apply more pressure on Ukraine and the West. Western governments are losing the ability to control the pace of strategic escalation, a dangerous dynamic. Moscow’s demand for security guarantees from Finland and Sweden will lead to a further escalation of strategic tensions between Russia and the West. During the Cold War the US and USSR saw a “balance of terror” due to rapidly expanding nuclear arms, which prevented them from waging war against each other. Today the same balance will probably prevent nuclear war but a nuclear scare that rattles financial markets may be required first. Trade Recommendation Inception Date Return Long Gold (Strategic) 2019-12-06 32.1% Bottom Line: Russia’s aggressiveness toward the US and Europe, including nuclear threats and diplomatic demands, will continue to escalate until it achieves its core military objectives. Investors should stick to safe havens and defensive equity markets and sectors on a tactical basis. Book profits on tactical trade long Japan/Germany industrials at close of trading on March 4. Feature Russian military forces shelled the Zaporizhzhia Nuclear Power Station on March 4, causing a fire. The International Atomic Energy Agency (IAEA) declared that “essential equipment” was not damaged and that the facility possessed adequate containment structures to prevent a nuclear meltdown. Local authorities said the facility was “secured.” This incident, which may or may not be settled, should be added to several others to highlight that Russia is escalating its aggression in Ukraine and global financial markets face more bad news that they will be forced to discount. Signposts For Further Escalation Map 1 shows the status of the Russian invasion of Ukraine, along with icons for the nuclear power plants. Map 1War In Ukraine, Status Of Russian Invasion As Of March 2, 2022 To understand the end-game in Ukraine – and why we think the war will escalate and are keeping open our bearish trade recommendations – we need to review our net assessment for this conflict: Our 65% “limited invasion” scenario included the seizure of strategic territory east of the Dnieper river and all of the southern coastline. Energy trade would be exempt from sanctions, saving Europe from a recession and limiting the magnitude of global energy shock. We gave 10% odds to a “full-scale invasion of all of Ukraine” (deliberate wording) because we viewed it as highly unlikely that Russia would invade the mountainous and guerilla-happy far west, the ethnic Ukrainian core. Energy trade would be sanctioned, delivering a global energy shock and European recession. A handful of clients have criticized us for not predicting that Russia would attack Kiev and for not defining a full-scale invasion as one that involved replacing the government. We never gave a view on whether Russia would invade Kiev. It is not clear that the focus on Kiev is warranted since the US and EU had committed to powerful sanctions in the event of any invasion at all. This fixed price of invasion may have given Moscow the perverse incentive to invade Kiev. Either way, Russia invaded Kiev and eastern Ukraine and the US and EU imposed crippling sanctions but exempted the energy trade. Thus anything that breaks off energy trade between the EU and Russia – and any Russian attempt to invade the west of the country to Poland – should be seen as a significant escalation. Unfortunately there are signs that the energy trade is being disrupted. Any westward campaign to Poland will be delayed until Putin sacks Kiev and controls the east and south of Ukraine, at which point he will be forced either to invade the west to cut off the supply lines of the insurgency or, more likely, to negotiate a ceasefire that partitions Ukraine. Global investors will not care about the war in Ukraine as long as strategic stability is achieved between Russia and the West. But that is far away. Today, as Russia’s economic situation deteriorates, Putin is escalating on the nuclear front. Bottom Line: Russia’s showdown with the West is escalating. Good news for the Ukrainians will lead to bad news for financial markets. Global investors should not view the situation as stabilized and should maintain safe haven trades and defensive equity positioning. Energy Boycotts Will Antagonize Russia Chart 1Russia Not Prepared To Invade West Ukraine Yet So far Russia has not conducted a full-scale invasion of all of Ukraine. The reason is that it does not have the necessary military forces, as we have highlighted. Russia is limiting its invasion force to around 200,000 troops while Ukraine consists of 30 million prime age citizens (Chart 1). Unless Russia massively reinforces its troops, it does not have the basic three-to-one troop ratio that is the minimum necessary to invade, conquer, and hold the entire country. However, Russia is likely to increase troop sizes. We are inclined to believe that Russia has started shifting troops from its southern and eastern military districts to reinforce the Ukraine effort, according to the Kyiv Independent, citing the Ukrainian armed forces’ general staff. Apparently it aims to conquer the east and then either invade further west or negotiate a new ceasefire with greater advantage. Investors should not accept the consensus narrative in the western world that Russia is losing the war in the east. Russia is encountering various difficulties but it is gradually surrounding and blockading Ukraine and cutting its power supply. It is capable of improving its supply lines and increasing the size and destructiveness of its forces. Remember that the US took 20 days to sack Baghdad in 2003. Russia has only been fighting for nine days. Having incurred crippling economic sanctions, Putin cannot afford to withdraw without changing the government in Kiev. The odds of Ukraine “winning” the war are low, while the odds of Russia dramatically intensifying its efforts are high. This is why new developments on the energy front and worrisome: Chart 2Energy Trade Remains The Fulcrum While western governments refrained from sanctioning Russian energy as predicted, private companies are boycotting Russian energy to avoid sanctions and unpopularity. Estimates vary but about 20% of Russian oil exports could be affected so far.1 Russian oil will make its way to global markets – Russian, Chinese, and other third parties will pick up the slack – but in the meantime the Russian economy is suffering more than expected due to the cutoff. Energy is the vital remaining source of Russian economic stability and Russo-European relations (Chart 2). If it fails then Russia could grow more desperate while Europe’s economy would fall into recession and Europe would become less stable and less coordinated in its responses to the conflict. These private boycotts make it beyond the control of western governments to control the pace and intensity of pressure tactics, since it is politically impractical to demand that companies trade with the enemy. Bottom Line: With the rapidly mounting economic pressure, it should be no surprise that Russia is escalating its threats – it is under increasing economic pressure and wants to drive the conflict to a quick decision in its favor. Russia’s Nuclear Threats And Putin’s Mental State Russia is terrorizing Ukraine and the western world with threats of either nuclear missile attacks or a nuclear meltdown. Putin put the country’s nuclear deterrent forces on “special combat status” on February 27. His forces began shelling the Zaporizhzhia nuclear power plant on March 4. Russia is also demanding security guarantees from Finland and Sweden, which are becoming more favorable toward joining the NATO alliance.2 Their lack of membership in NATO, while maintaining a strong military deterrent with defense support from the US, was a linchpin of stability in the Cold War but is now at risk. They will retain the right to choose their alliances at which point Russia will need to threaten them with attack. Since Russia cannot plausibly invade them with full armies while invading Ukraine, it may resort to nuclear brinksmanship. The western media is greatly amplifying a narrative in which Russia’s actions can only be understood in the context of Putin’s insanity or fanaticism. This may be true. But it is also suspicious because it saves the West from having to address the problem of NATO enlargement, which, along with Russia’s domestic weaknesses, contributed to Russia’s decision over the past 17 years to stage an aggressive campaign to control Ukraine and the former Soviet Union. There is a swirl of conspiracy theories in the news about Putin’s illnesses, age, vaccines, or psychology, none of which are falsifiable. Putin has an incentive to appear reckless and insane so that his enemies capitulate sooner. The decision to invade a non-NATO member, rather than a NATO member, suggests that he is still making rational calculations. Rational, that is, from the perspective of Russian history and an anarchic international system in which nation states that seek to survive, secure themselves, and expand their power. If Ukraine were to become a military ally of the US then Russian security would suffer a permanent degradation. Of course, Putin may be a fanatic and it is possible that he grows desperate or miscalculates. The western public (and global investors) will thus be reminded of the “balance of terror” that prevailed throughout the Cold War, in which the world lived and conducted business under the shadow of nuclear holocaust. Today Russia has 1,588 deployed strategic nuclear warheads, contra the US’s 1,644. Both countries can deliver nuclear weapons via ballistic missiles, submarines, and bombers and are capable of destroying hundreds of each other’s cities on short notice (Table 1). While the US has at times contemplated the potential for nuclear attacks to occur but remain limited, the Soviet Union’s nuclear doctrine ultimately rejected the likelihood of limitations and anticipated maximum escalation.3 Table 1The Return Of The Balance Of Terror Ultimately the US and Russia avoided nuclear war in the Cold War because it entailed “mutually assured destruction” which violated the law of self-preservation. Neither Stalin nor Mao used nukes on their opponents, including when they lost conflicts (e.g. to Afghanistan and Vietnam). The US tied with North Korea and lost to Vietnam without using nukes. However in the current context the US has been wary of antagonizing Putin for fear of his unpredictable and aggressive posture. In response to Putin’s activation of combat-ready nuclear forces, the US called attention to its own nuclear deterrent subtly by canceling the regular test of a ballistic missile and issuing a press statement highlighting the fact and saying that it was too responsible to bandy in nuclear threats. Yet the autocratic nature of Putin’s regime means that if Putin ultimately does prove to be a lunatic then large parts of the world face existential danger. Our Global Investment Strategist Peter Berezin ascribes Russian Roulette odds to nuclear Armageddon – while arguing that investors should stay invested over the long run anyway. Sanctions on the Russian central bank have frozen roughly half of the country’s $630 billion foreign exchange reserves (Table 2). If the energy trade also stops, then the economy will crash and Putin could become desperate. Table 2Western Sanctions On Russia As Of March 4, 2022 Bottom Line: Global financial markets have yet to experience the full scare that is likely as Russia escalates its aggression and nuclear brinksmanship to ensure it achieves it strategic aims in Ukraine and prevents Finland from joining NATO. GeoRisk Indicators In March In what follows we provide our monthly update of our quantitative, market-based GeoRisk Indicators. Russian geopolitical risk is surging as the ruble and equity markets collapse (Chart 3). The violent swings of the underlying macroeconomic variables as Russia saw a V-shaped recovery from the COVID-19 lockdowns, then sharply decelerated again, prevented our risk indicator from picking up the full scale of the geopolitical risk until recently. But alternative measures of Russian risk show the historic increase more clearly – and it can also be demonstrated by reducing the weighting of the underlying macroeconomic variables relative to the USD-RUB exchange rate in the indicator’s calculation (Chart 4). Chart 3Russian GeoRisk Indicator Chart 4Other Measures Of Russian Geopolitical Risk This problem of dramatically volatile pandemic-era macro data skewing our risk indicators has been evident over the past year and is more apparent with some indicators than with others. China’s geopolitical risk as measured by the markets is starting to peak and stall but we do not recommend investors try to take advantage of the situation. China’s domestic and international political risk will remain elevated through the twentieth national party congress this fall. The sharp increase in commodity prices will amplify the problem. The earliest China’s political environment can improve substantially is in 2023 after President Xi Jinping cements another ten years’ in power (Chart 5). And yet that very process is negative for long-term political stability. Chart 5China GeoRisk Indicator British geopolitical risk is contained. It enjoys some insulation from the war on the continent, underpinning our long GBP-CZK trade and long UK equities trade relative to developed markets other than the United States (Chart 6). Chart 6United Kingdom GeoRisk Indicator German and French geopolitical risk is being priced higher as expected (Charts 7 and 8). Of these two Germany is the more exposed due to the risk of energy shortages. France is nuclear-armed and nuclear-powered, and unlikely to see a change of president in the April presidential elections. Italian risk was already at a higher level than these countries but the Russian conflict and high energy supply risk will keep it elevated (Chart 9). Chart 7Germany GeoRisk Indicator Chart 8France GeoRisk Indicator Chart 9Italy GeoRisk Indicator Canada’s trucker strikes are over and the loonie will benefit from the country’s status as energy producer and insulation from geopolitical threats due to proximity with the United States (Chart 10). Chart 10Canada GeoRisk Indicator Spain still has substantial domestic political polarization but this will have little impact on markets amid the Ukraine war. Spain is distant from the fighting and will act as a conduit for liquefied natural gas imports into Europe (Chart 11). Chart 11Spain GeoRisk Indicator Australia’s political risk will remain elevated due to its clash with China amid the emerging global conflict between democracies and autocracies as well as the country’s looming general election, which threatens a change of ruling party (Chart 12). However, as a commodity and LNG producer and staunch US ally the country’s risks are overrated. Chart 12Australia GeoRisk Indicator Markets are gradually starting to price the risk of an eventual China-Taiwan military conflict as a result of the Ukrainian conflict. China is unlikely to invade Taiwan on Russia’s time frame given the greater difficulties and risks associated with an amphibious invasion of a much more strategically critical territory in the world. But Taiwan’s situation is comparable to that of Ukraine and it is ultimately geopolitically unsustainable, so we expect Taiwanese assets to suffer a higher risk premium over the long run (Chart 13). Chart 13Taiwan Territory GeoRisk Indicator South Korea faces a change of ruling parties in its March 9 general election as well as uncertainties emanating from China and a new cycle of provocations from North Korea (Chart 14). However these risks are probably not sufficient to prevent a rally in South Korean equities on a relative basis as China stabilizes its economy. Chart 14Korea GeoRisk Indicator Turkey’s international environment has gotten even worse as a result of Russia’s invasion of Ukraine and effective closure of the Black Sea to international trade. Turkey has invoked the 1936 Montreux Convention to close the Dardanelles and Bosporus straits to Russian warships, although it will let those ships return to home from outside the Black Sea. The Black Sea is highly vulnerable to “Black Swan” events, highlighted by the sinking of an Estonian ship off Ukraine’s coast in recent days. Turkey’s domestic political situation will also generate a political risk premium through the 2023 presidential election (Chart 15), as President Recep Erdogan’s reelection bid may benefit from international chaos and yet he is an unorthodox and market-negative leader, and if he loses the country will be plunged into factional conflict. Chart 15Turkey GeoRisk Indicator South Africa looks surprisingly attractive in the current environment given our assessment that the government is stable and relatively friendly to financial markets, the next general election is years away, and the search for commodity alternatives to Russia amid a high commodity price context will benefit South Africa (Chart 16). Chart 16South Africa GeoRisk Indicator India And Brazil: A Tale Of Two Emerging Markets Russia’s invasion of Ukraine will have a minimal impact on the growth engines of India and Brazil. This is because Russia directly accounts for a smidgeon of both these countries trade pie. However, the main route through which this war will be felt in both markets is through commodity prices. Brazil by virtue of being a commodity exporter is better positioned as compared to India which is a commodity importer and is richly valued to boot. The year 2022 promises to be important from the perspective of domestic politics in both countries and will add to the policy risks confronting both EMs. Our Brazilian GeoRisk indicator has collapsed but is highly likely to recover and rise from here (Chart 17). Chart 17Brazil GeoRisk Indicator Commodity Price Spike – Advantage Brazil Politically India and Brazil have a lot in common today. The popularity ratings of their respective right-leaning heads of states, Prime Minister Narendra Modi in India and President Jair Bolsonaro in Brazil, have suffered over the last two years. The economic prospects of the median voter in both countries have weakened over the last year (Chart 18). Policymakers in both countries face a dilemma: they cannot stimulate their way out of their problems without an adverse market reaction since both countries are loaded with public debt. Chart 18Economic Miseries Rising For Both India's And Brazil's Median Voter Despite these commonalties, Brazil’s equity markets have outperformed relative to EMs whilst India has underperformed (Chart 19). On a tactical horizon, we expect this divergent performance to continue as the effects of the Russian invasion feed through commodity markets. Chart 19India Is Richly Valued, Brazil Has Outperformed EMs​​​​​ Commodity markets were tight even before the Russian invasion. The ongoing war will force inventories to draw across a range of commodities including oil, iron ore and even corn. Given that India is a net importer of oil whilst Brazil is a net commodity exporter, the current spike in commodity prices will benefit Brazil over India in the short term. However, our Commodity & Energy Strategy team expects supply responses from oil producers to eventually come through, thereby sending the price of Brent crude to $85 per barrel by the end of 2022. Hence if Indian equities correct in response to the current oil spike or domestic politics (see below), then investors can turn constructive on India on a tactical horizon. Elections Stoke Policy Risks – In India And Brazil Results of key state elections in India will be announced on March 10, 2022. Of all the state elections, the results that the market will most closely watch will be those of Uttar Pradesh, the most populous state of India. In a base case scenario, we expect the Bhartiya Janata Party (BJP) which rules this state, to cross the 50% seat share mark and retain power. But the BJP will not be able to beat the extraordinary 77% seat share it won at the 2017 elections in Uttar Pradesh. A sharp deviation from this benchmark may lead the BJP to focus on populism ahead of the next round of state elections due in 4Q 2022. At a time when the Indian government’s appetite to take on structural reforms is waning, we worry that such a populist tilt could perturb Indian equity markets. Also, general elections are due in India in 2024. If the latest state election results suggest that the BJP has ceded a high vote share to regional parties (such as the Samajwadi Party in Uttar Pradesh or Aam Aadmi Party in Punjab), then this would mean that regional parties can pose a credible threat to BJP’s ability to maintain a comfortable majority in 2024. In Brazil, some polls show that left-leaning former president Lula da Silva's lead on President Bolsonaro may have narrowed. While we expect Lula to win the presidential elections due in Brazil in October 2022, the road to victory will not be as smooth as markets expect. If the difference between the two competitors’ popularity stays narrow, then there is real a chance that President Bolsonaro will make a last-ditch effort to cling to power. He will resort to fiscal populism and attacks on Brazil’s institutions, potentially opening up institutional or civil-military rifts that generate substantially greater uncertainty among investors. Bolsonaro already appears to be planning a cut in fuel prices and a bill to further this could be tabled as soon as next week. He has coddled Russian President Putin to shore up his base of authoritarian sentiment at home. To conclude, investors must balance these two opposing forces affecting Brazilian markets today. On one hand are the latent policy risks engendered by a far-right populist who still has a few months left in office. On the other hand, in a year’s time Bolsonaro will likely be gone while Brazil stands to benefit as commodity prices rise and EM investors shift funds into commodity exporters like Brazil. Against this backdrop, we re-iterate our view that investors should take-on selective tactical exposure in Brazil. Risk-adjusted returns in Brazil at this juncture can be maximized by buying into sectors like financials as these sectors’ inherent political and policy sensitivity is low. Postscript: Is India’s Foreign Policy Reverting To Non-Alignment? India traditionally has followed a foreign policy of non-alignment, carefully maintaining ties with both America and Russia through the Cold War. Things changed in the 2000s as Russia under President Putin courted closer ties with China while the US tried to warm up to India. India’s decision to join the newly energized US-led “quadrilateral” alliance in 2017 is a clear sign that India is gradually shedding its historical stance of neutrality and veering towards America. However, this thesis is being questioned as India, like China, is continuing to trade and transact with Russia despite its invasion of Ukraine, providing Russia with a lifeline as it suffers punishing sanctions from the US and European Union. India repeatedly abstained from voting resolutions critical of Russia at the United Nations in recent weeks. In other words, India’s process of transitioning over to the US alignment will be “definitive yet slow,” owing to reasons of both history and practicality. The former Soviet Union’s support played a critical role in helping India win several regional battles like the Indo-Pakistan war of 1971. Russia’s military and security influence in Central Asia makes it useful to India, which seeks a counter to Pakistan on its flank in Afghanistan. India sees Russia as a fairly dependable partner that cannot be abandoned until America is willing to provide much greater and more reliable guarantees and subsidies to India – through military support and beneficial trade deals. The backbone of Indo-Russia relations has been their arms trade (Chart 20). India’s reliance on Russia for arms could decline in the long term. But in the short term, as India tilts towards the US at a calibrated pace, India could remain a source of meaningful defense revenue for Russia. It is possible but not likely that the US would impose sanctions on India for maintaining this trade. Chart 20India Today Is A Key Buyer Of Russian Weapons The fundamental long-term dynamic is that Russia has foreclosed its relations with the West and will therefore be lashed to China, at least until the Putin regime falls and a Russian diplomatic reset with the West can be arranged. In the face of this combined geopolitical bloc, India will gradually be driven to cooperate more closely with the United States. But India will not lead the transition away from Russia – rather it will react appropriately depending on the US’s focus and resolve in countering China and assisting India’s economy.   Matt Gertken Chief Geopolitical Strategist mattg@bcaresearch.com   Ritika Mankar, CFA Editor/Strategist ritika.mankar@bcaresearch.com Footnotes 1      Energy Aspects long-term estimate. 2     Tzvi Joffre, “Russian FM repeats nuclear war rhetoric as invasion of Ukraine continues,” Reuters, March 3, 2022. 3     Jack L. Snyder, “The Soviet Strategic Culture : Implications for Limited Nuclear Operations,” Rand Corporation, R-2154-AF (1977), argues that Soviet and American strategic cultures differ greatly and that the US should not be “sanguine about the likelihood that the Soviets would abide by American-formulated rules of intrawar restraint." Strategic Themes Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months) Regional Geopolitical Risk Matrix "Batting Average": Geopolitical Strategy Trades (2022) Section III: Geopolitical Calendar

Executive Summary Upgrade Global Duration Exposure To Neutral The Russian invasion of Ukraine is a stagflationary shock that comes at a difficult time for developed market central banks that have been laying the groundwork for a tightening cycle. We tactically upgraded our recommended duration exposure in the US to neutral last week, as the market was pricing in too much Fed tightening in 2022. We are doing similar upgrades in non-US government bonds this week for the same reason. We are maintaining our cyclical country allocations, however, as those remain in line with interest rate pricing beyond 2022. We are underweight markets where terminal rate expectations remain too low (the US, UK & Canada) and overweight countries where markets are discounting too many rate hikes in 2023/24 (Germany, Japan, Australia). In light of the instability caused by the Russian invasion of Ukraine, we are reducing weightings in our model bond portfolio to credit sectors highly exposed to the war - European high-yield and emerging market hard currency debt. Bottom Line: The Ukraine war comes at a time when global growth momentum was already starting to roll over and with global inflation momentum set to peak soon. Upgrade duration exposure to neutral from underweight in global bond portfolios. Feature Among the tail risks that investors contemplated in their planning for 2022, World War III was likely not ranked too highly on the list. The horrific images of the Russian invasion of Ukraine – and the sharp response of the West to isolate Russia through unprecedented economic and financial sanctions - have shocked global financial markets that had been focused on relatively mundane concerns like the timing of interest rate hikes. BCA sent a short note to all clients late last week that discussed the investment implications of the invasion for several asset classes. In this report, we consider the bond market ramifications of war in Eastern Europe. Our main conclusion is that the Ukraine situation will produce a brief “stagflationary” shock that will boost global inflation and slow global growth, on the margin. High energy prices will be the main driver of that stagflation, given the uncertainties over the availability of Russian oil and natural gas supplies (Chart 1). Tighter financial conditions - beyond what has already occurred so far this year as global equity and credit markets have sold off (Chart 2) – will also contribute to the moderation of the pace of global growth. Chart 1A Mild Inflationary Shock From The Russian Invasion​​​​​​ Chart 2The Ukraine War Is Adding To 2022 Risk-Off Trends​​​​​​ The stagflation shock should be relatively short, perhaps 3-6 months. BCA’s Commodity & Energy Strategy service expects OPEC to eventually supply more oil to the global market – a move that was already likely before the Russian invasion – helping to reduce the Russian supply premium in oil prices. Putin will likely have to be satisfied with claiming eastern Ukraine rather than being stuck in a protracted battle with fierce Ukrainian resistance while Russia suffers under crippling sanctions. BCA’s Geopolitical Strategy service does not expect the conflict to spread beyond Ukraine’s borders, as neither Russia nor NATO have an interest in war with each other (despite the nuclear saber-rattling by Russian President Putin in response to Western sanctions). A mild bout of stagflation will only delay, and not derail, the cyclical move towards tighter global monetary policies in response to elevated inflation and tightening labor markets, particularly in the US. This will take some of the upward pressure off global bond yields as central banks will be less hawkish than expected in 2022, but does not change the outlook for higher bond yields in 2023 and 2024. In terms of changes to our fixed income investment recommendations, and the allocations to our Model Bond Portfolio, we come to the following three conclusions. Upgrade Tactical Non-US Duration Exposure To Neutral We recently upgraded our recommended tactical duration exposure in the US to neutral, with the Fed likely to deliver fewer rate hikes this year than what is discounted by markets. The Ukraine situation makes it even more likely that the Fed will underwhelm expectations. A 50bp rate hike at the March FOMC meeting is now off the table, as the equity and credit market selloffs in response to the conflict have tightened US (and global) financial conditions on the margin. However, the war is not enough of a negative shock to US growth to derail the Fed from starting a gradual tightening process this month with a 25bp hike. Our decision to change our US duration stance was largely predicated on a view that US inflation will soon peak and slow significantly over the rest of 2022. However, there is a strong case to increase non-US duration exposure, as well. Our Global Duration Indicator - comprised of leading cyclical growth indicators and which itself leads the year-over-year change in our “Major Countries” GDP-weighted aggregate of 10-year government bond yields by around six months - peaked back in February 2021 (Chart 3). The Global Duration Indicator is now at a “neutral” level consistent with more stable bond yield momentum. Declines in the ZEW economic expectations survey in the US and Europe, and in our global leading economic indicator, are the main culprits behind the fall in the Global Duration Indicator (Chart 4). Chart 3Upgrade Global Duration Exposure To Neutral​​​​​​ Chart 4Growth Expectations Have Turned Less Bond Bearish ... For Now​​​​​ While the ZEW series have rebounded in the first two months of 2022, which could set the stage for a move back to higher yields later this year, the Ukraine situation will likely hurt economic expectations (particularly in Europe) in the near-term. We expect our Global Duration Indicator to continue signaling a more neutral backdrop for global bond yields over the next few months. In our Model Bond Portfolio on pages 13-14, we are expressing our view change by increasing the duration for all countries such that the overall duration of the portfolio is in line with the custom benchmark index (7.5 years). Importantly, we view this as only a tactical view change for the next few months, as developed economy interest rate markets are still discounting too few rate hikes – and in some countries like the UK and US, actual rate cuts – in 2023/24 (Chart 5). Chart 5Priced For Short, Shallow Hiking Cycles Maintain Cyclical Government Bond Country Allocations That Favor Lower Inflation Regions Chart 6Oil Is Inflationary Now, Will Be Disinflationary Later While we are neutralizing our global duration stance over a tactical time horizon (0-6 months), we are sticking with our current recommended cyclical (6-18 months) government bond country allocations. These are based on underlying inflation trends and the expected monetary policy response over the next couple of years. As noted earlier, BCA’s commodity strategists expect oil prices to fall from current war-elevated levels in response to increased supply from OPEC. The benchmark Brent oil price is forecasted to reach $88/bbl at the end of this year and $87/bbl and the end of 2023. The result will be a sharp decline in the year-over-year growth rate of oil prices that will help bring down headline inflation in all countries (Chart 6). Lower energy inflation, however, will not be the only factor reducing overall inflation across the developed world. Goods price inflation should also slow from current elevated levels over the next 6-12 months, as consumer spending patterns shift away from goods towards services with fewer pandemic-related restrictions on activity. Less goods spending will help ease some of the severe supply chain disruptions that have fueled the surge in global goods price inflation over the past year. That process has likely already begun – indices of global shipping costs have peaked and supplier delivery times have been shortening according to global manufacturing PMI surveys. The shift from less goods spending towards more services spending will lead to trends in overall inflation being determined more by services prices than goods prices. The central banks in countries that have higher underlying inflation, as evidenced by faster services inflation, will be under more pressure to tighten policy over the next couple of years. Therefore, our current cyclical recommended country allocations (and our Model Bond Portfolio weightings) within developed market government bonds reflect the relative trends in services inflation. We are currently recommending underweights in the US, UK and Canada where services inflation is currently close to 4%, well above the central bank 2% inflation targets (Chart 7). At the same time, we are recommending overweights in core Europe (Germany and France) and Australia, where services inflation is around 2.5%, and Japan where services prices are deflating (Chart 8). Chart 7Higher Underlying Inflation In Our Recommended Underweights​​​​​​ Chart 8Lower Underlying Inflation In Our Recommended Overweights​​​​​​ Chart 9Faster Wage Growth In Our Recommended Underweights The trends in services inflation are also reflected in wage growth in those same groups of countries – much higher in the US, UK and Canada compared to Australia, the euro area and Japan (Chart 9). We expect these relative trends to continue over the next 12-24 months, with higher underlying inflation pressures forcing the Fed, the Bank of England (BoE) and the Bank of Canada (BoC) to be much more hawkish, on a relative basis, than the European Central Bank (ECB), the Reserve Bank of Australia (RBA) and the Bank of Japan (BoJ). Our current bond allocations not only fit with underlying inflation trends, but also with market-based interest rate expectations. In Table 1, we show the pricing of interest rate expectations over the next few years, taken from Overnight Index Swap (OIS) forwards. We show the OIS projection for 1-month interest rates 12 months from now and 24 months from now. We also include 5-year/5-year forward OIS rates as a measure of market expectations of the terminal rate, a.k.a. the peak central bank policy rate over the next tightening cycle. In the table, we also added neutral policy rate estimates taken from central bank sources.1 Table 1Medium-Term Interest Rate Expectations Still Too Low In The US & UK In the US and UK, the OIS rate projections two years out, as well as the 5-year/5-year forward rate, are below the range of neutral rate estimates. This justifies an underweight stance on both US Treasuries and UK Gilts with both the Fed and BoE now in tightening cycles. In Japan and Australia, the OIS projections are already within the range of neutral rate estimates, but the RBA and, especially, the BoJ are not yet signaling a need to begin normalizing the level of policy rates. This justifies an overweight stance on Australian government bonds and Japanese government bonds. In the euro area, OIS projections are below the range of neutral rate estimates, but the ECB is now signaling that any monetary tightening actions will need to be delayed because of the growth uncertainties stemming from the Ukraine conflict and high energy prices. Thus, an overweight stance on core European government debt is still warranted. In Canada, the OIS projections are within the range of neutral rate estimates, but the BoC has been preparing markets for a series of rate hikes. This makes our underweight stance on Canadian government bonds a more “mixed” call, although we remain confident that Canadian bonds will underperform in a global bond portfolio context versus European and Japanese government bonds. In sum, we see our recommended country allocations as the most efficient way to express our cyclical (medium-term) central bank views, given the strong link between forward interest rate expectations and longer-term bond yields (Chart 10). This is why we are not making changes to our country allocation recommendations alongside our move to tactically upgrade our global duration stance to neutral. Chart 10Too Much Tightening Priced Over The Next Year​​​​​ Chart 11Bond Markets Not Priced For A Relatively More Hawkish Fed​​​​​ Given our high-conviction view that markets are underestimating how high the Fed will need to lift interest rates in the upcoming tightening cycle – likely more than any other major developed economy central bank - positioning for US Treasury market underperformance on a 1-2 year horizon still looks like an attractive bet with forward rates priced for little change in US/non-US bond spreads (Chart 11). A wider US Treasury-German Bund spread remains our highest conviction cross-country spread recommendation. Reduce Spread Product Exposure In Europe & Emerging Markets Chart 12Cut EM & European High-Yield Exposure, But Stay O/W Italian BTPs The geopolitical uncertainty stemming from the Ukraine war and the stagflationary near-term impact of high energy prices are negatives for all risk assets, on the margin. That leads us to tactically reduce the allocation to spread product to neutral versus government debt in our Model Bond Portfolio. We are implementing this by cutting allocations to riskier fixed income sectors that are most impacted by the Russia/Ukraine conflict – European high-yield corporate debt and emerging market (EM) USD-denominated hard currency debt (Chart 12). We had already been cautious on EM debt before the Russian invasion, with an underweight allocation to both USD-denominated sovereigns and corporates, so the latest moves just increase the size of the underweight. European high-yield, on the other hand, had been one of our highest conviction overweight positions – particularly versus US high-yield - entering 2022. However the Ukraine war is likely to have a bigger negative impact on the European economy than the US economy, thus we are cutting our recommended exposure to European high-yield only. The uncertainty of a war on European soil, combined with the spike in energy prices (especially natural gas), is negative for European growth momentum, reducing 2022 euro area real GDP growth by as much as 0.4 percentage points according to ECB estimates. This raises the hurdle for any ECB monetary tightening this year. An early taper of bond buying in the ECB’s Asset Purchase Program, an outcome that ECB officials claim is a required precursor to rate hikes, is now highly unlikely. Fears of reduced ECB bond buying had weighed on the relative performance of Italian government bonds last month, but a more dovish ECB policy stance should lead to lower Italian yields and a narrowing of the BTP-Bund spread (bottom panel). We continue to recommend a cyclical overweight stance on Italian government debt. A Final Thought We need to reiterate that the recommended changes made in this report – increasing global duration exposure to neutral and cutting EM and European high-yield – are over a tactical time horizon, largely in response to the Ukraine conflict. This is more of a “risk management” exercise, rather than a change in our fundamental cyclical views. We still believe global growth will remain above trend in 2022 and likely 2023, which will prevent a complete unwind of last year’s inflation surge, particularly in the US. We expect global bond yields to begin climbing again later this year and into 2023, and we envision an eventual return to a below-benchmark duration stance.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1      The sources of the neutral rate estimates are listed in the footnotes of Table 1. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Tactical Overlay Trades

Executive Summary Russian Stocks Are Breaking Below Their 2008 And 2015 Lows The Kremlin will not halt its military operations in Ukraine for now. The strategic objective of Putin is to bring Ukraine back into its geopolitical and economic orbit. His immediate goal is to unseat the current government in Kyiv and install a pro-Kremlin administration. Russia is embracing a long period of economic and financial isolation. Russian financial markets will remain uninvestable for an extended period. We are downgrading Central European equities and local currency bonds to underweight within their respective EM portfolios. As a new trade, we recommend shorting the Polish zloty versus the US dollar. Recommendation Inception Date Return Short PLN / Long USD Mar 02, 2022   Bottom Line: The security situation in Europe will continue to deteriorate, especially if the Russian army fails to secure a rapid military victory. This poses a risk to global and EM risk assets. Within a global equity portfolio, investors should overweight the US, and underweight EM and Europe. Feature Global macro has taken a back seat and geopolitics has become the dominant driver of financial markets. Still, we believe geopolitical risks are underappreciated by global financial markets. Will Western Sanctions Halt Russia’s Military Operation? While sanctions have started and will continue to hurt the Russian economy and its financial system, the Kremlin will not halt its military operations in Ukraine for now. The strategic objective of Putin is to bring Ukraine back into its geopolitical and economic orbit. His immediate goal is to unseat the current government in Kyiv and install a pro-Kremlin administration. In fact, having already incurred considerable economic and financial costs, Russia will not pull back its army anytime soon. If anything, Russia’s rhetoric and actions will get more aggressive in the coming weeks. For now, the Kremlin will not agree to anything short of the surrender of Ukraine’s government and its army. In turn, Ukraine authorities and its military intend to continue fighting with the support of arms supplies from the West. As a result, any peace talks will be futile. The situation will thus continue to escalate and the risk premium in global financial markets will rise further. The global political uncertainty index will be rising and, as a rule of thumb, it heralds a lower P/E ratio for global equities (Chart 1). Chart 1Rising Geopolitical Risks = Lower P/E Ratio The main question is, therefore, how bad could it get? We believe the conflict might take a turn for the worse. If the Russian military fails to achieve its goal to remove the current government in Kyiv, Putin will go all out. Losing this war is not an option for him. The failure of the Kremlin to secure a rapid military victory implies a massive escalation on two fronts: (1) the military actions of the Russian army in Ukraine will intensify and civilian infrastructure and potentially the population at large might be threatened; and (2) Russia will become more aggressive in its threats to the West. If and when Putin perceives that his military operation is failing or his power is threatened at home, he will resort to the extreme actions he has been warning about. Putin will bolster his military threats to Europe and to the US. In such a scenario, global risk assets will tank. Bottom Line: The security situation in Europe will continue to deteriorate, especially if the Russian army fails to secure a rapid military victory. Investors should position their portfolio to account for the fact that things will get worse before they improve. Russian Markets Are Uninvestable Chart 2No Buyers For Russian Bonds Russian markets have become uninvestable and will remain so for some time (Chart 2). The elevated odds of further military escalation in Ukraine entails more downside in Russian financial assets. Additional sanctions on the Russian economy cannot be ruled out at this point. These sanctions as well as the capital controls imposed by Russia on both residents and non-residents make Russian financial markets uninvestable. We downgraded Russian stocks to underweight within an EM equity portfolio on December 17, 2021, arguing that geopolitical tensions surrounding Ukraine would escalate. Chart 3 suggests that Russian share prices in USD terms are about to break below their 2008 and 2015 lows. Technically speaking, if this transpires, it will entail considerable downside. Similarly, the ruble versus an equally-weighted basket of the US dollar and euro on a total return basis has formed a technically bearish head-and-shoulders configuration (Chart 4, top panel). Notably, the ruble’s real effective exchange rate based on both CPI and PPI is not as cheap as it was in 1998 and 2015 (Chart 4, bottom panel). Chart 4More Downside In The Ruble Chart 3Russian Stocks Are Breaking Below Their 2008 And 2015 Lows The sanctions have effectively cut off the largest Russian commercial banks1 from the SWIFT electronic system and frozen the central bank of Russia’s (CBR) foreign exchange reserves deposited at foreign institutions. As of June 2021, roughly US$ 377 billion out of US$ 585 billion of Russian foreign exchange reserves were held in Western commercial banks or institutions, most of it in liquid financial securities. Meanwhile, the rest were held either in gold physical holdings (US$ 127 billion) or at Chinese institutions (US$ 80 billion). If all western countries freeze the CRB’s assets held at their banks, Russia’s effective foreign exchange reserves will be down to US$ 207 billion. This assumes the amount of international reserves at western banks has not changed since June 2021. As a result, the ratio of the central bank’s foreign reserves-to-broad money supply (all household and corporate local currency deposits) has dropped from 0.9 to 0.6 (Chart 5). This suggests that the central bank’s available amount of foreign exchange reserves coverage of broad money supply has been reduced dramatically in recent days due to economic and financial sanctions. This and a massive flight of capital out of the country has led the authorities to impose capital controls. Also, the government is compelling domestic exporting firms to sell 80% of their foreign generated revenues. Will the West lift sanctions right after the war in Ukraine ends? We doubt it. In our view, Russia is embracing a long period of economic and financial isolation. Besides, Russia lacks the manufacturing capabilities needed to mitigate the effects of these sanctions. Chart 6 shows that Russia has been investing little outside resource sectors and real estate. At 8-8.5% of GDP, investment in non-resource sectors excluding properties has been too low for too long. Chart 5Russia: FX Reserves' Coverage Of Money Supply Chart 6Russia Has Not Been Investing Much   This entails that Russia cannot become self-sufficient in many manufacturing sectors and technology. Trade with China will be the main channel that Russia can secure the manufacturing goods, machinery and technology it requires. Still, this will not allow the Russian economy to avoid a prolonged period of stagflation. Bottom Line: Odds are high that Russian financial markets will remain uninvestable for an extended period. The Russia economy is facing years of stagflation. Central European Financial Markets: Contagion Or An Existential Threat? Chart 7Central European Currencies Will Depreciate Although Central European countries are not at risk from Russia’s military attack, their financial markets will remain jittery for a while. We are downgrading Polish, Czech and Hungarian equities, currencies and domestic bonds to underweight (Chart 7). The likelihood of strikes on Poland, the Baltic states or any other neighboring NATO member country is very low. Attacking a NATO member would trigger Article V of NATO and force the organization to defend its member. Importantly, we do not think the Kremlin has the appetite for war against NATO. Even though Russia is unlikely to stage an attack on any NATO member, there could still be threats from Moscow and escalation involving central European countries. This will be especially so if Putin fails to secure the change of government in Kyiv in the coming weeks and starts threatening the West due to the latter’s support of Ukraine. As a result, Central European financial markets will continue selling off further in response to this potential escalation. Bottom Line: We are downgrading Central European equities and local currency bonds to underweight within a respective EM universe. We are maintaining the long CZK / short HUF trade. As a new trade, we recommend shorting the Polish zloty versus the US dollar. Investment Recommendations Global share prices will continue selling off. Our US equity capitulation indicator has fallen significantly but is not yet at 2010, 2011, 2015-16 and 2018 levels (Chart 8). It will at least reach this level before the S&P 500 bottoms. Chart 8The S&P 500 Selloff Is Not Over Our capitulation indicator for EM stocks is not low yet either (Chart 9). Hence, there is more downside. Investors should continue to take a defensive stance. Chart 9EM Stocks: Is There A Capitulation Phase Still Ahead? Chart 10US Stocks Are About To Resume Their Relative Outperformance Within a global equity portfolio, investors should overweight the US, and underweight EM and Europe. As US/global bond yields drop due to geopolitical jitters, the US stock market and growth stocks will resume their outperformance, at least for a period of time (Chart 10). Within an EM equity portfolio, we recommend overweighting Brazil, Mexico, Chinese A-shares, Singapore and Korea and underweighting Russia, Central Europe, South Africa, Indonesia, Turkey, Peru, Chinese Investable Stocks, Colombia and Chile. EM currencies and fixed-income markets remain vulnerable as the global risk off move causes the US dollar to spike. Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com Andrija Vesic Associate Editor andrijav@bcaresearch.com   Footnotes 1     Following the invasion of Ukraine on February 26, the US administration added the two largest Russian banks, Sberbank and VTB Bank, to the sanction lists. Both banks combined total assets represent close to 40% of total Russian banking system assets. ​​​​​​

Executive Summary Chinese Onshore Stocks Are Less Impacted By External Factors We are upgrading Chinese onshore stocks from underweight to neutral relative to global stocks. At the same time, we are closing our tactical trade of long Chinese investable stocks/short global stocks. In the near term, Russia’s armed invasion of Ukraine will spark a further selloff in global risk assets. Volatility in Chinese onshore stock prices will remain high; A-share prices in absolute terms may also drop but should fall by less than their peers in European and emerging markets. On the other hand, Chinese offshore stocks are more vulnerable to geopolitical risks compared with their onshore counterparts. There are tentative signs that home prices may be stabilizing, although demand for housing remains in deep contraction. Chinese policymakers remain vigilant in preventing the property market from overheating and credit creation from overshooting. However, the ongoing Russia/Ukraine incursion has the potential to catalyze a larger stimulus package in China. If the escalating geopolitical crisis threatens the global economy, China’s authorities will likely strengthen policy supports at home to buttress the country’s domestic political, economic and financial conditions. Bottom Line: Chinese onshore stocks will weather the ongoing geopolitical storm better than their offshore and global peers. China’s economy is also less negatively impacted by the Russia/Ukraine hostilities. If the crisis deepens, China’s leadership will likely step up measures to support its economy and ensure stable domestic financial and political dynamics. Feature The conflict between Russia and Ukraine unnerved global financial markets in the past few weeks. Chinese offshore stocks were not insulated from the geopolitical event; the MSCI China Index declined by about 4% in February, in-line with the selloff in global stocks. Chart 1Chinese Onshore Financial Markets Held Up Relatively Well Last Month The current global geopolitical environment, however, has turned us a bit more positive on Chinese onshore stocks in relative terms. In the near term, the onshore market should hold up better than its offshore and European counterparts. China’s closed capital market prevents panic capital outflows and its large current account surplus as well as favorable real interest rate differentials help to maintain strength in the RMB (Chart 1). On a cyclical basis, China’s domestic economic fundamentals will continue to drive prices in the A-share market. China’s aggregate economy is less affected by the Russia/Ukraine conflict than Europe. Energy supplies from Russia to China will likely continue and may even accelerate, mitigating the risks of energy shock-induced inflation spikes. As such, we are upgrading Chinese onshore stocks from underweight to neutral in a global portfolio, both in tactical and cyclical time horizons. We remain cautious about the size of Chinese stimulus for the year and, therefore, are neutral in our cyclical view on Chinese onshore stocks relative to global equities. Despite some nascent signs of reflation and an easing of housing policy in a few Chinese cities, aggregate property demand remains weak and overall policy easing in the sector has been marginal. Nonetheless, the situation surrounding Ukraine and the global sanctions against Russia are highly fluid and may provide some ground for Chinese policymakers to ramp up stimulus at home. If the conflict intensifies and derails the European/global economy, Beijing will be more inclined to adopt measures to ensure the stability of its domestic economy, financial markets and political dynamics. Meanwhile, we are closing our long MSCI China/short MSCI global tactical trade. Chinese offshore stocks are more vulnerable to geopolitical tensions and risk-off sentiment among global investors. The Russia Incursion Has Limited Direct Impact On China’s Economy Chinese stocks were not immune last week to the global financial market’s gyrations triggered by Russia’s invasion of Ukraine. While Russia’s attack on its neighbor will create short-term disruptions on the prices of global commodities and China’s A-shares, the cyclical performance of Chinese onshore stocks is tied to the country’s domestic economic fundamentals. The military conflict between Russia and Ukraine should have a limited knock-on effect on China’s business cycle dynamics for the following reasons: Russia and Ukraine together account for less than 3% of Chinese total exports as of 2021, limiting the negative impact from reduced demand in the region on China’s current account balance.  Chart 2Ukraine: China’s Major Source Of Agricultural Commodity Supplies Russia’s incursion of Ukraine may have consequences on China’s food prices. Ukraine is a major agricultural commodity exporter to China, hence a prolonged military conflict may disrupt agricultural supplies and push up imported food prices in China (Chart 2). In this scenario, we expect that Beijing will provide subsidies to ease pressures on domestic food prices due to supply shocks, rather than tighten monetary policy to reduce demand. China is unlikely to experience shocks linked to possible energy disruptions. Russia is a core exporter of energy to China and supplies of crude oil, natural gas and coal have increased in recent years (Chart 3). We do not expect that Russia’s energy supply to China will be disrupted. Indeed, following the 2014 Russia’s invasion of Crimea, Russia’s crude oil exports to China increased by 40% (Chart 3, top panel). We anticipate that oil prices will fall from the current level in the second half of the year, limiting the upshot from higher oil prices on Chinese inflation. So far, the US and EU have announced tough sanctions on Russia’s non-energy sectors, but they have avoided halting Russia’s energy exports. ​​​​​​​In the unlikely scenario that energy flows from Russia to Europe are disrupted in any meaningful and long-lasting way, either through European sanctions or a Russian embargo, Russia would probably turn to China to absorb its energy exports. Given that Russia cannot easily replace Europe with any other alternative market, particularly natural gas, China would gain an upper hand in price negotiations with the Russians (Chart 4). Thus, a steady supply of cheap natural gas and other forms of energy would be a net positive for China’s economy. Chart 4Russia Cannot Easily Replace Europe With Any Alternative Consumer Other Than China Chart 3Russia's Ties With China On Energy Supplies Will Likely Strengthen Meanwhile, oil’s current price spike may widen the gap in profits between China’s upstream and downstream industrial enterprises (Chart 5). However, the effect from higher oil prices on Chinese downstream manufacturers should be temporary. Our Commodity and Energy Strategists believe that the Russian invasion will prompt increased production from core OPEC producers. These production increases would reduce prices from last week’s $105 per barrel level to $85 per barrel by the second half of 2022 and keep it at that level throughout 2023 (Chart 6). Chart 6Crude Oil Price Risk Premium Will Abate But Not Disappear Chart 5Rising Oil Prices May Temporarily Widen Profit Gaps Between China's Up- And Downstream Industries Bottom Line: Russia’s invasion of Ukraine should have a limited direct impact on China’s domestic economy, inflation and monetary policy. Tentative Signs Of Home Price Stabilization Although the property market is showing some signs of improvement, the aggregate demand for homes remains very sluggish. Recently released housing data in China show some slight progress, as fewer cities reported a month-on-month drop in new home prices in January (Chart 7). The monthly average new home prices among China’s 70 cities were broadly flat last month following four consecutive months of falling prices. Tier 1 and Tier 2 cities had the largest increases in home prices, whereas prices in other regions continued to contract through January, albeit to a lesser degree (Chart 7, bottom panel). The minor improvement in home prices reflects recently implemented measures to help shore up the flagging market. Last month, the PBoC cut the policy rate by 10 bps and reduced the one- and five-year loan prime rates by 10 bps and 5 bps, respectively. Moreover, last week several regional banks lowered the down payments on mortgages for homebuyers. Chart 8...Demand For Housing Remains In Deep Contraction Chart 7Although There Are Some Early Signs Of Stabilization In Home Prices... Nonetheless, the aggregate demand for housing remains weak. China’s 100 largest developers experienced a roughly 40% year-on-year plunge in total sales in January, indicating that recent easing measures failed to revive the downbeat sentiment among homebuyers (Chart 8). Bottom Line: Policymakers will remain vigilant in not inducing another surge in house prices and will continue to target steady home prices. As such, it is too early to upgrade our cyclical view on China’s property market, stimulus and economic recovery. Investment Conclusions We are upgrading Chinese onshore stocks to neutral relative to global equities (both tactically and in the next 6 to 12 months), while closing our tactical trade of long MSCI China/short MSCI global index. Chart 9Chinese Onshore Stock Prices Are Largely Driven By Domestic Rather Than External Factors... Given the limited impact of the Russia/Ukraine conflict on China’s domestic economy and the low correlation to the global equity index, Chinese onshore stock prices may also fall in absolute terms in the coming weeks, but not by as much as their offshore and European counterparts (Chart 9). Furthermore, while we maintain a cautious cyclical outlook for China’s stimulus, the ongoing geopolitical crisis has the potential to provide a catalyst for Chinese policymakers to stimulate the domestic economy more forcefully. If the clash evolves into a real risk to the European economy and global financial markets, odds are high that Chinese policymakers will step up stimulus measures to ensure domestic stability. In this scenario, Chinese onshore stocks will likely outperform global equities. In the past, Chinese authorities refrained from a credit overshoot when the business cycle slowed in an orderly manner, but they stimulated substantially following an exogenous shock. For example, China rolled out massive stimulus packages after the 2008 Global Financial and the 2011/12 European credit crises. Beijing did not directly respond to Russia’s 2014 annexation of Crimea with additional monetary support to China’s domestic economy. However, the Chinese authorities started to aggressively stimulate when a collapse in domestic demand coincided with a global manufacturing recession in 2015. Chart 10...Whereas Chinese Offshore Stocks Are More Vulnerable To Global Risk-Off Sentiment The PBoC’s outsized liquidity injection in the interbank system last Friday is also a sign that Beijing is willing to accelerate policy easing if the geopolitical backdrop meaningfully worsens.  Regarding Chinese investable stocks, we maintain our cyclical underweight stance relative to global equities. In the near term, risk-off sentiment among global investors will undermine the performance of Chinese offshore stocks in both absolute and relative terms (Chart 10). Over a longer time horizon (6 to 12 months), growth stocks will likely underperform value stocks when global stocks recover. Thus, the tech-heavy MSCI China Index is less attractive to investors compared with other emerging and developed market equities that are more value-centric. Jing Sima China Strategist jings@bcaresearch.com Strategic Themes Cyclical Recommendations Tactical Recommendations