Developed Countries

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 Wars Don’t Usually Affect Markets For Long We expect the war in Ukraine to stay within its borders, and therefore to have little impact on global growth. Markets will be volatile, but we recommend allocators stay invested – with some moderate hedges in place. The Fed won’t tighten as fast as markets expect, and US long rates will not rise much further this year. So, within fixed-income, we raise government bonds to neutral. Flat rates remove a positive for the Financials equity sector, which we lower to neutral. The oil price will fall back to $85 by the second half, as Saudi and others increase supply. We reduce our recommendation for Canadian equities and the CAD. Recommendation Changes Bottom Line: Stay invested in risk assets, but have some hedges. We shift from Financials to the defensive-growth IT sector, raise our weight in UK equities, and suggest long positions in cash, CHF and JPY.   Recommended Allocation The war in Ukraine is likely to have only a limited impact on markets beyond the short term. As disturbing as the human tragedy is, Russia’s aims are limited to regime change in Kyiv. The European Union and US face restraints on how draconian sanctions against Russia can be, balking (so far at least) at blocking imports of Russian energy to the EU, given how much this would hurt the economy. The risk of the conflict spreading beyond Ukraine’s borders is low, limited perhaps to cyberattacks on Western targets. A Russian attack on a NATO member, such as Poland or one of the Baltic states, is extraordinarily unlikely – though Moldova and Georgia (not NATO members) might be more vulnerable at some point in the future. For more detailed analysis, please read the two reports on the Ukraine situation by our Geopolitical Service that we have made available to all BCA Research subscribers.1 Asset allocators need to look at these events dispassionately. Markets are likely to remain volatile over the coming months, as events in Ukraine unfold. But the lesson of most major conflicts is that they typically do not have a long-lasting impact on asset performance (Chart 1). There is little chance that the Ukraine war will significantly dent global growth. The only exception would be if the oil price were to rise much further to, say, $120 a barrel as some are forecasting. Certainly, in the past, a jump in the oil price has often been associated with recessions – even though the causality is unclear (Chart 2). But BCA’s Energy strategists expect to see an increase in oil supply by Saudi Arabia and Gulf states which will bring Brent crude back to $85 by the second half (from $98 now). Chart 1Wars Don't Usually Affect Markets For Long Chart 2But A Jump In Oil Prices Would Meanwhile, global growth remains robust, with all major economies expected to continue to grow well above trend this year, supported by robust consumption and capex (Chart 3). And sentiment towards equities has turned very pessimistic since the start of the year, with indicators such the US Association of Individual Investors’ weekly survey at its most bearish level since 2008 (Chart 4). These sort of sentiment levels have typically pointed to a rebound in risk assets. Chart 4Sentiment Is At Rock-Bottom Chart 3Economic Growth Still Above Trend         Our advice now would be to stay invested, but with some moderate safe-haven hedges in place – largely as we have recommended since late last year. We continue to recommend an overweight in cash, but will look to allocate this to risk assets when it becomes clearer how the situation in Ukraine will pan out. The trajectory of markets over the rest of this year still largely comes down to what the Fed and other central banks will do. The hawkish turn by the Fed in December has been the driver of markets in the past two months, with the result that none of the major asset classes have produced positive returns year to-date – only inflation hedges such as commodities and gold (Chart 5). Chart 5Most Asset Classes Are Down Year-To-Date The futures market is pricing the Fed to raise rates seven times over the next 12 months, the fastest rate of predicted tightening since the early 2000s (Chart 6). We think that is a little excessive. Inflation, as we have argued previously, is likely to fade over the coming quarters, as the supply response to strong consumer demand for manufactured goods brings down the price of cars, semiconductors, shipping and other major items. The Fed may well start in March with the intention of raising rates by 25bps every meeting, but the slowing of inflation we expect, and the tightening of financial conditions already under way (Chart 7), make it unlikely that it will continue at that pace. And remember that Fed policy will need to be even more hawkish than the market is currently pricing in for it to have an incrementally negative impact on risk assets. Chart 6Market Believes Fed Will Hike Fast Chart 7Financial Conditions Have Already Tightened There are certainly risks to this scenario. The forward yield curve is pointing to inversion one year ahead, something which normally presages recession over the following 1-3 years (Chart 8). Higher prices are starting to hurt consumer confidence, though there is a big disparity between the two main US indicators (Chart 9). Chart 8Will Yield Curve Invert Within A Year? Chart 9Inflation May Be Hurting Consumer Confidence What all this boils down to is how high a level of interest rates the economy is able to withstand. The futures markets imply that, in most countries, central banks will raise rates aggressively this year, but then be forced to stop or even cut rates after that because their actions cause an economic slowdown (Table 1). Our view is that the terminal rate is much higher than what is priced by markets and projected by central banks: In the US perhaps 3-4% in nominal terms.2 Even with seven Fed hikes over the next year, the policy rate would therefore remain well below neutral – an environment in which historically equities have outperformed bonds (Chart 10). Table 1Central Banks Will Hike Aggressively – But Then Stop Soon Chart 10Even In A Year, Rates Will Be Well Below Neutral One final comment: On long-term returns. As a result of the recent moderate equity correction, strong earnings growth, and higher long-term rates, the outlook is somewhat rosier than when we published our most recent report on Return Assumptions in May 2021 – though admittedly forward long-term returns are still likely to be lower than over the past 20 years (Table 2). This is not, then, a time to turn defensive. Table 2Long-Term Return Outlook No Longer Looks So Gloomy Fixed Income: In the short-term, government bonds look oversold (Chart 11). With inflation set to peak and the Fed likely to be less hawkish than the market has priced in, we do not see the 10-year US Treasury yield rising more than another 25 basis points or so above its current level this year. Accordingly, we are changing our duration call from underweight to neutral, and raise our recommendation for government bonds within the (still underweight) fixed-income bucket to neutral. For more cautious investors, a slight increase in government bond holdings might be warranted. Within credit, investment-grade bonds still offer little pickup, despite the moderate rise in spreads this year (from 92 to 121 in the US, for example), and so we lower this asset class to underweight. We continue to prefer high-yield bonds, which in the US now imply a jump in the default rate from 1.2% over the past 12 months to 4.5% over the coming year (Chart 12). As long as the economy grows in line with our expectations, that is very unlikely. Chart 11Government Bonds Look Oversold Chart 12Will Defaults Really Jump This Much?   Equities: With the economy continuing to grow above-trend, global earnings should remain robust. This will not be a classic year for equity returns, but we expect them to do better than bonds. We continue to prefer US over European equities. As was seen in the aftermath of the invasion of Ukraine, US stocks are more defensive, and European growth will continue to be under threat from higher energy prices (Chart 13). We also move our recommended portfolio a little in the defensive direction by going overweight UK equities (which have a particularly high weight in defensive growth sectors, such as a 13 point overweight in Consumer Staples); we fund this by lowering Canadian equities to underweight, given their close linkage with oil (Chart 14), and the vulnerability of the Canadian housing market to rising rates. We remain underweight EM, but Chinese stocks (which were very oversold in late 2021) have been a relative safe haven as China started to stimulate, and so we continue with our neutral position for now. Chart 13Higher Energy Prices Threaten Europe Chart 14Canadian Stocks Move With The Oil Price Chart 15Financials Not So Attractive If Rates Don't Rise Our view that long-term rates have limited upside this year makes us more cautious on Financials stocks, which are closely correlated with rates, and so we cut this sector to neutral (Chart 15). A period of slowing growth points towards a preference for defensive growth, and so we raise our recommended weight in the IT sector to overweight from neutral. It is tempting to think of this sector as being composed of ridiculously overvalued speculative internet names, but it is in fact dominated by established hardware and software titans with deep competitive moats (Table 3). While the sector is not exactly cheap, its risk premium over bonds is quite reasonable by historical standards (Chart 16).   Table 3Tech Sector Is Not Made Up Of Speculative Stocks Chart 16Tech Is Not Unreasonably Priced Chart 17Relative Rates Suggest Some Upward Pressure On USD Currencies: A neutral position on the US dollar still makes sense. Short-term rates are likely to rise somewhat faster in the US, relative to expectations, than in Europe or Japan (Chart 17). Nevertheless, the USD is expensive, and long-dollar is a consensus trade – reasons why the dollar has risen by less than 1% year-to-date on a trade-weighted basis, despite all the higher rate expectations and geopolitical shocks. Investors looking for hedges against downside risk might look to the Japanese yen, which is particularly cheap, and the Swiss franc. By contrast, the Canadian dollar, like Canadian equities, is closely linked to the oil price and a fallback in the Brent price would be negative; we move underweight. We also raise the CNY to neutral, since it may become a safe haven currency in the current geopolitical situation, though the Chinese authorities won’t let it rise too much since that would slow the economy. Commodities: China’s stimulus remains somewhat halfhearted (Chart 18). Although the credit and fiscal impulse has bottomed, we expect to see it rebound only moderately, with just minor cuts in interest rates and the reserve ratio. This will stabilize Chinese growth, but not cause a boom as in 2020, 2016 or 2013. The rise in industrial commodities prices, therefore, is likely to be limited from here. For oil, as mentioned above, we expect to see Brent crude return to around $85 by the second half, as new supply comes onto the market. Gold has done well, as expected, in the face of a major geopolitical event. But it is expensive by historical standards, vulnerable to a rise in real (as opposed to nominal rates) as inflation eases (Chart 19), and faces cryptocurrencies as a rival. We keep our neutral, as a hedge against the tail-risk of much higher inflation, but would not chase the price at this level. Chart 18China's Stimulus Isn't Enough To Help Metals Prices Chart 19Rising Real Rates Are Negative For Gold Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com   Footnotes 1     Please see Geopolitical Strategy Special Reports, “Russia Takes Ukraine: What Next?” dated February 24, 2022, and "From Nixon-Mao To Putin-Xi," dated February 25, 2022. 2     Please see Global Investment Strategy, “The New Neutral” dated January 14, 2022.   Recommended Asset Allocation Model Portfolio (USD Terms)

Executive Summary The heightened uncertainty of the current situation means it makes sense to keep portfolio duration close to benchmark. The recent market turmoil means that a 50 bps rate hike is off the table for the March FOMC meeting, but the Fed will proceed with a 25 bps rate hike this month and signal a further steady pace of tightening. As of Monday morning, the market is priced for close to 150 bps of tightening during the next 12 months. This is reasonable assuming that inflation moderates in the second half of the year and that long-dated inflation expectations remain well contained. A moderation of inflation in H2 remains our base case, but the war in Ukraine increases the risk that inflation will be sticky and that long-dated inflation expectations will move higher. The Golden Rule Of Bond Investing Bottom Line: An ‘at benchmark’ portfolio duration stance makes sense for now, but the recent drop in Treasury yields could eventually present us with an opportunity to re-initiate a ‘below-benchmark’ portfolio duration position. Stay tuned.   Feature The Russian invasion of Ukraine is ongoing and financial markets will surely remain volatile until a resolution is reached. For more details on how we see the crisis evolving please refer to last week’s BCA Special Report.1  As we go to press on Monday, the market is trying to digest the impact of sanctions that will block the access of some Russian banks to the SWIFT financial messaging system and freeze some Russian central bank reserves that are held abroad in USD and EUR. Taken together, the sanctions will impart a large stagflationary impulse to the Russian economy and, as would be expected, the Ruble is depreciating rapidly on Monday morning. The reaction in US bond markets is so far more muted. The 10-year Treasury yield is currently 1.86% - down from 1.99% last Wednesday – and the 2-year Treasury yield is 1.44% - down from 1.58% last Wednesday (Chart 1). Movements in the real and inflation components of US Treasury yields do show that the US market is pricing-in some stagflationary contagion. The real 10-year Treasury yield is down to -0.71% (from -0.54% last Wednesday) and the 10-year TIPS breakeven inflation rate is up to 2.57% (from 2.53% last Wednesday). The same divergence between a falling real yield and rising cost of inflation compensation is seen at the 2-year maturity point (Chart 1, bottom 2 panels). The market has also moved to price-in a shallower path for Fed rate hikes compared to last week (Chart 2). The market-implied odds of a 50 bps rate hike this month are now slim and the market is now looking for only 139 bps of cumulative tightening (just under six 25 basis point rate hikes) by the end of this year. Chart 2Fed Funds Rate Expectations Chart 1A Stagflationary Shock We agree with the market that the heightened uncertainty and tightening of financial conditions takes a 50 bps rate hike off the board for the March FOMC meeting. A 25 bps rate hike this month remains the most likely scenario. However, we also think the market might be over-estimating the extent to which contagion from Russia will limit the pace of Fed tightening later in the year. In fact, we are inclined toward the view that the lasting impact of the crisis on the US economy might be more inflationary than deflationary. Chart 3Expect US/German Yield Differential To Widen The inflationary risk is that a sustained upward shock to the oil price could keep headline inflation higher than it would otherwise be. This could also bleed through into other commodity prices and possibly even to inflation expectations. The textbook central bank response should be to ignore a commodity price shock and set policy based on trends in core inflation. However, in the current environment it will be difficult for the Fed to ignore yet another inflationary shock, especially if long-dated inflation expectations move higher. On the other hand, the economic fallout from a Russian recession will be much worse for Europe than for the United States. European Central Bank (ECB) Chief Economist Philip Lane recently estimated that the Ukrainian war could shave 0.3%-0.4% off Eurozone GDP this year.2 If the shock leads to a wider divergence between Fed and ECB policy expectations, then we would expect to see a widening of US yields versus European yields and upward pressure on the US dollar. Given that US bond yields can only diverge so far from yields in the rest of the world, a stronger dollar may cap any increase in US bond yields and eventually limit the extent of Fed tightening. So far, trends in the dollar and dollar sentiment have been supportive of rising US bond yields, but it will be important to watch this situation in the coming months to see if it changes (Chart 3). Investment Conclusions The heightened uncertainty of the current situation means it makes sense to keep portfolio duration close to benchmark. The Fed is likely to proceed with tightening policy at a steady pace, starting with a 25 bps rate hike this month. Trends in inflation and financial conditions will determine the pace of rate hikes in H2 2022. Right now, our sense is that the lasting impact of the Ukrainian crisis on the US economy will prove to be more inflationary than deflationary. With that in mind, the recent drop in Treasury yields may eventually present us with an opportunity to re-initiate a ‘below-benchmark’ portfolio duration position. Checking In With Our Golden Rule Given the current market turmoil, we think it’s a good time to step back and check in with our Golden Rule of Bond Investing.3  The Golden Rule is a framework that investors can use to implement portfolio duration trades. It states that investors should determine the expected change in the fed funds rate that is priced into markets for the next 12 months and then decide whether the actual change in the funds rate will be greater or less than what is priced in the market. If you expect the fed funds rate to rise by more than what is priced in (a hawkish surprise), you should keep portfolio duration low. If you expect the fed funds rate to rise by less than what is priced in (a dovish surprise), you should keep portfolio duration high. It is admittedly a simple framework, but it does have a strong track record of performance. In general, hawkish surprises coincide with the Bloomberg Barclays Treasury index underperforming cash and dovish surprises coincide with the index outperforming cash (Chart 4). Chart 4The Golden Rule Of Bond Investing More specifically, if we look at rolling 12-month periods going back to 1990, we see that dovish surprises have coincided with positive excess Treasury returns versus cash 85% of the time for an average 12-month excess return of 4.0%. Conversely, hawkish surprises have coincided with negative excess Treasury returns 72% of the time for an average 12-month excess return of -1.5% (Chart 5 & Table 1). Table 112-Month Treasury Excess Returns And Fed Funds Rate Surprises (1990 - Present) Chart 5The Golden Rule’s Track Record As of today, the market is priced for 149 bps of Fed tightening during the next 12 months. That is very close to six 25 basis point rate hikes at the next eight FOMC meetings. Given our view that inflation will moderate in the second half of the year, this seems like a reasonable forecast that is consistent with our ‘at benchmark’ portfolio duration stance. However, as noted above, we believe the war in Ukraine could lead to an increase in inflationary pressures in the United States. Therefore, we see the balance of risks as tilted toward more rate hikes than are currently discounted rather than fewer. It will be vital to monitor long-dated inflation expectations during the next few months to assess how the pace of Fed rate hikes will evolve. Using The Golden Rule To Forecast Treasury Returns One more application of our Golden Rule framework is that we can use it to create forecasts for Treasury index returns. This is done by first looking at the historical correlation between the Fed Funds Surprise – the difference between the expected 12-month change in the fed funds rate and the realized change – and the change in the Treasury index yield (Chart 6). A regression between these two variables allows us to estimate the change in the Treasury index yield based on an assumed Fed Funds Surprise. Chart 6The Correlation Between Treasury Yields And Fed Funds Surprises Once we have an expected 12-month change in the Treasury index yield, we can translate that change into an expected return using the index’s average yield, duration and convexity. The result of this analysis is presented in Table 2. Table 2Using The Golden Rule To Forecast Treasury Returns Table 2 shows that we would expect the Treasury index to deliver a total return of 1.82% in a scenario where the Fed lifts rates by 150 bps during the next 12 months. This would equate to the Treasury index beating a position in cash by between 0.07% and 0.83%, depending on whether rate hikes are front-loaded or back-loaded. A pace of one 25 basis point rate hike per meeting (+200 bps during the next 12 months) would lead to the Treasury index underperforming cash by between -2.35% and -3.02%. Conversely, we can see that the index is expected to beat cash by between 3.25% and 3.92% if the Fed only lifts rates four times during the next 12 months. Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see BCA Special Report, “Russia Takes Ukraine: What Next?”, dated February 24, 2022. 2 https://www.reuters.com/business/exclusive-ecb-policymakers-told-ukraine-war-may-shave-03-04-off-gdp-2022-02-25/ 3 Please see US Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018. Treasury Index Returns Spread Product Returns Recommended Portfolio Specification Other Recommendations

Executive Summary Hopes of an imminent peace deal between Russia and Ukraine will be dashed. The conflict will worsen over the coming days. As was the case during the original Cold War, both sides will eventually forge an understanding that allows the pursuit of mutually beneficial arrangements. A stabilization in geopolitical relations, coupled with fading pandemic headwinds, should keep global growth above trend this year, helping to support corporate earnings. The era of hyperglobalization is over. While central banks will temper their plans to raise rates in the near term, increased spending on defense and energy independence will lead to higher interest rates down the road. How Stocks Fared During The Cuban Missile Crisis Bottom Line: The near-term outlook for risk assets has deteriorated. We are downgrading global equities from overweight to neutral on a tactical 3-month horizon. We continue to expect stocks to outperform bonds on a 12-month horizon as the global economic recovery gains momentum. On an even longer 2-to-5-year horizon, equities are likely to struggle as interest rates rise more than expected.   Dear Client, Given the rapidly evolving situation in Ukraine, we are sending you our thoughts earlier than normal this week. We will continue to update you as events warrant it. Best regards, Peter Berezin Chief Global Strategist   False Dawn In the lead-up to the invasion, Vladimir Putin assumed that Ukrainian forces would fold just as quickly as US-backed Afghan forces did last summer. He also presumed that the rest of the world would reluctantly accept Russia’s takeover of Ukraine. Both assumptions appear to have been proven wrong. Even if Putin succeeds in installing a puppet government in Kyiv, a protracted insurgency is sure to follow. In the initial days of the invasion, Russian troops generally tried to avoid harming civilians, partly in the hope that Ukrainians would see the Russian military as liberators. Now that this hope has been dashed, a more brutal offensive could unfold. This would trigger even more sanctions, leading to a wider gulf between Russia and the West. It is highly doubtful that sanctions will dissuade Putin from trying to subdue Ukraine. Putin made a name for himself by staging a successful invasion of Chechnya in 1999, just three years after the Yeltsin government had suffered a major defeat there. To withdraw from Ukraine now, without having fomented a regime change in Kyiv, would be a humiliating outcome for him. In this light, BCA’s geopolitical team, led by Matt Gertken, has argued that ongoing peace talks taking place on the border of Ukraine and Belarus are unlikely to amount to much. The situation will get worse before it gets better. Market Implications It always feels a bit crass writing about finance during times like this, but as investment strategists, it is our job to do so. With that in mind, we would make the following observations: Global equities are likely to suffer another leg down in the near term as hopes of an imminent peace deal fizzle. Consequently, we are downgrading our view on global stocks from overweight to neutral on a 3-month horizon. Nimble investors with a low risk tolerance should consider going underweight equities. We are shifting our stance on US stocks from underweight to neutral on a 3-month horizon. Europe could face significant pressures from near-term disruptions to Russian gas supplies. It does not make much sense for Russia to export gas if it is effectively barred from accessing the proceeds of its sales. Central and Eastern Europe will be particularly hard hit (Chart 1). Chart 1Central and Eastern Europe Would Suffer The Most From A Russian Energy Blockade For now, we are maintaining an overweight to stocks on a 12-month horizon. While it will take a month or two, both sides will ultimately forge an understanding whereby Russia and the West continue to publicly bad-mouth each other while still pursuing mutually beneficial arrangements. Remember that during the Cold War, the Soviet Union continued to sell oil to the West. Even the Cuban Missile Crisis had only a fleeting impact on equities (Chart 2). Chart 2How Stocks Fared During The Cuban Missile Crisis Chart 3European Fiscal Policy Will Remain Structurally Looser Over The Coming Years Assuming that any reduction in Russian energy exports is temporary, oil prices will eventually recede. BCA’s commodities team, led by Bob Ryan, expects Brent to settle to $88/bbl by the end of 2022 (down from the current spot price of $101/bbl and close to the forward price of $87/bbl). Like oil, gold prices have upside in the near term but should edge lower once the dust settles.    Global growth should remain solidly above trend in 2022 as pandemic-related headwinds fade and fiscal policy turns more expansionary. Even before the Ukraine invasion, the structural primary budget deficit in Europe was set to swing from a small surplus to a deficit (Chart 3). The emerging new world order will lead to sizable additional military spending, as well as increased outlays towards achieving energy independence (new LNG terminals, more investment in renewables, and perhaps even some steps towards restarting nuclear power programs). China will also step up credit easing and fiscal stimulus. This will not only benefit the Chinese economy, but it will also provide some much-needed support to European exporters (Chart 4). While credit spreads are apt to widen further in the near term, corporate bonds should benefit from stronger growth later this year. US high-yield bonds are pricing in a jump in the default rate from 1.3% over the past 12 months to 4.2% over the coming year, which seems somewhat excessive (Chart 5).  Chart 4Chinese Policy Will Be A Tailwind For Growth Chart 5Credit Markets Are Pricing In An Excessive Default Rate Central banks will temper their plans to raise rates in the near term. Investors and speculators are net short duration at the moment, which could amplify any downward move in bond yields (Chart 6). However, over a multi-year horizon, recent events will lead to both higher inflation and interest rates. Larger budget deficits will sap global savings. The retreat from globalization will also put upward pressure on wages and prices. As defensive currencies, the US dollar and the Japanese yen will strengthen in the near term as the conflict in Ukraine escalates. Looking beyond the next few months, the dollar will weaken. On a purchasing power parity basis, the dollar is amongst the most expensive currencies (Chart 7). For example, relative to the euro, the dollar is 22% overvalued (Chart 8). The US trade deficit has doubled since the start of the pandemic, even as equity inflows have dipped (Chart 9). Speculators are long the greenback, which raises the risk of an eventual reversal in dollar sentiment. Chart 6Short Duration Is A Crowded Trade Chart 7The US Dollar Is Overvalued…   Chart 8...Especially Against The Euro The freezing of Russia’s foreign exchange reserves will encourage China to diversify away from US dollars towards hard assets such as land and infrastructure in economies where they are less likely to be seized. It will also encourage the Chinese authorities to bolster domestic demand and permit a further modest appreciation of the RMB since these two steps will reduce the current account surpluses that make foreign exchange accumulation necessary. EM currencies will benefit from this trend. Chart 9The Trade Deficit Is A Headwind For The Dollar In summary, the near-term outlook for risk assets has deteriorated. We are downgrading global equities from overweight to neutral on a tactical 3-month horizon. We continue to expect stocks to outperform bonds on a 12-month horizon as the global economic recovery gains momentum. On an even longer 2-to-5-year horizon, equities are likely to struggle as interest rates rise more than expected. Trade Update: We closed our long Brent oil trade for a gain of 24% last week. Earlier today, we were stopped out of the trade we initiated on September 16, 2021 going long the Russian ruble and the Brazilian real. The BRL leg was up 6.2% at the time of termination while the RUB leg was down 23.1% (based on the Bloomberg RUB/USD Carry Return Index as of 4pm EST today). Peter Berezin Chief Global Strategist peterb@bcaresearch.com View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Executive Summary Through February 24th, our ETF portfolio outperformed its benchmark by 18 basis points. Its risk-friendly orientation helped it generate double that amount of outperformance in its first two weeks but cost it as markets broadly declined over the last two weeks. In line with our fixed income strategists’ recommendation, we are tactically shifting our fixed income positioning to neutral duration from below-benchmark duration. Our longer-run expectation for higher interest rates remains intact. We are not making any portfolio adjustments in response to Russia’s invasion of Ukraine. Although the situation is fluid, we share the BCA house view that the conflict will be narrowly confined to Ukraine and the Black Sea as long as the flow of energy between Russia and the EU continues unabated. Ukraine underscores the potential for volatility to surge from an already elevated base as news items interact with uncertainty about the Fed. We will continue to manage the ETF portfolio with a more tactical bent than we otherwise would. 2022 Rate Hike Expectations Have Gone Too Far Bottom Line: Russia’s movements of troops and materiel have been weighing on equity markets. Now that it has made its move, the bottom of the range may be near. Feature This is the first of a series of monthly reports devoted to the ETF portfolio we launched at the end of January. Each report will review the previous month’s performance, tracking the portfolio's relative return and highlighting its key contributors. More importantly, it will reassess our forward-looking views and situate them in an asset allocation/portfolio construction context. This monthly report will also be our primary vehicle for making portfolio adjustments, though we will make intra-month changes if market prices or our views change enough to merit them. In the immediate future, the conflict in Ukraine looms large. Russia’s full-scale incursion into Ukraine on February 24th roiled global financial markets, especially in Europe, with US equities executing a stunning reversal, exemplified by the high-beta NASDAQ, which fell 3% in overnight futures trading before recovering all the decline en route to a 3% gain in the live session. The wild action highlighted the potential for volatility to spike while investors are already on edge over unusually high inflation and the Fed’s attempts to contain it. We reiterate that we expect volatility will remain elevated this year and perhaps across the entire rate hiking cycle. Looking Ahead On a call last week, a client asked us if we were more confident or less confident in our views than we were on our quarterly webcast two weeks ago. Though no major new data had arrived in the interim (and Russia had not yet invaded Ukraine), we responded that our conviction level was unchanged to slightly higher, given the comfort we derived from our fixed income colleagues’ well-reasoned argument for why they think rates have peaked in the near term and our own analysis of the University of Michigan consumer sentiment survey respondents’ perceptions of inflation. The Ukraine conflict has the potential to push energy prices higher in the very near term, but it does not alter our six-to-twelve-month view. Chart 1Entering The Fourth Wave Of Persistently High Volatility? Chart 2A Whole Lot Of Dry Powder ... We are still constructive on financial markets and the economy, as well, though we expect that geopolitics may well provide a catalyst for rolling surges in the already elevated VIX (Chart 1). The escalation of the Ukraine conflict will temporarily preserve the geopolitical risk premium embedded in crude oil prices, but the evergreen commodity rule that high prices are the best cure for high prices will soon assert itself. Our Commodity & Energy Strategy team projects that oil producers will ramp up supply sufficient to dislodge the risk premium by the end of the year, taking Brent crude down to $85 a barrel, where it expects it will remain throughout 2023. While high oil prices are a tax on economic activity, their adverse effect on the US is mitigated by its status as the world’s largest oil producer. Our positive outlook for the US economy rests on our expectation that flush American households will begin drawing down their mountain of pandemic savings (Chart 2, bottom panel) now that COVID infections are less numerous (Chart 3, top panel) and less serious (Chart 3, bottom panel). As the pandemic wanes, households will regain their full range of consumption options, from dining out and in-person entertainment to travel and lodging. Our base-case outlook has them spending about half of their $2-plus trillion of pandemic savings, but we note that they can draw upon other pools of capital. Household net worth has surged at a record rate over the eight quarters of the pandemic as the value of financial assets and homes surged, and banks are eager to help consumers deploy their idle credit capacity to top up their buying power (Chart 4). Chart 3... Is Ready To Be Deployed Now That Omicron Is Out Of The Way Chart 4Banks Are Eager To Lend To Consumers Persistent inflation could erode some of that buying power while weighing on consumer sentiment. The Russia-Ukraine conflict has the potential to push food costs higher along with energy costs, as Ukraine is a top ten producer of both corn and wheat and Russia is a global wheat heavyweight, but emerging markets are likely to bear the brunt of higher agricultural commodity prices as the US and the EU are net exporters of both grains. As detailed below, we expect inflation will soon peak and begin decelerating at a rapid clip, so we do not expect higher prices to weaken the consumption tailwind, no matter what the Ukraine affair may bring. We continue to have very high conviction that the US will grow well above trend in 2022 and expect that S&P 500 earnings per share will grow in the mid-to-high single digits. Yields Have Backed Up Enough (For Now) We expect that volatility will remain elevated throughout this year and perhaps over the course of the Fed’s entire rate-hiking campaign as investors navigate an unfamiliar inflation backdrop and the Fed grapples with the challenges of normalizing monetary policy after a decade and a half of extraordinary accommodation. We have therefore recommended that investors consider adopting a more tactical approach to portfolio management and we are committed to following our own advice in the ETF portfolio. Although our cyclical view of interest rates has not changed – we expect they are ultimately headed higher than bond market participants do – we are persuaded by our fixed income colleagues’ argument that they’ve backed up too much too soon. We are therefore unwinding our below-benchmark duration positioning in the fixed income segment of our portfolio and tactically shifting to benchmark duration. Our colleagues cite several reasons for their call, but they all coalesce around the way that relentless upside inflation surprises have prompted aggressive rate hike expectations. They argue that market participants have overestimated how much the FOMC will hike the fed funds rate this year, as the overnight index swap curve is now pricing in about 150 basis points (bps) of hikes (Chart 5). That is well above the FOMC’s median 75-bps projection in December, and even though the official projection will rise at the March meeting, there is almost no chance that the committee’s guidance will be more hawkish than what the market is already discounting. Since the FOMC cannot surprise to the upside, rate hike expectations cannot push yields any higher for now. Chart 5Interest Rate Markets Have Gotten Ahead Of Themselves The uninterrupted run of upside US inflation surprises drove the bond market to ramp up its rate hike expectations, but we expect that US inflation will peak this spring and decelerate rapidly to less uncomfortable levels, even though they will remain well above the Fed’s 2% target. The Manufacturing ISM Prices Paid Index, which leads headline inflation by six months (Chart 6, middle panel), reflects the deceleration in commodity and other input prices that is already underway (Chart 6, top panel). The ISM Supplier Deliveries Indexes suggest that global supply chain pressures have already started to ease (Chart 6, bottom panel). Ukraine disruptions aside, our commodity and energy strategists see oil price momentum losing steam, with Brent crude falling to $85 per barrel in the second half of the year and holding at that level across 2023 (Chart 7). Chart 6Good Tidings From The ISM Survey ...​​​​​ Chart 7... And Relief On The Oil Front As COVID recedes and people can resume typical day-to-day activities, consumer spending will continue to shift from goods to services (Chart 8). High-demand goods in categories subject to supply constraints have undergone a natural experiment in surge pricing. With supply at a deficit relative to demand, prices have risen to ration items like new automobiles to purchasers with the greatest time preference. Easing supply chain bottlenecks will help on the supply side of the equation and the new availability of services alternatives – attending live events instead of upgrading home theater and audio systems, going to the gym instead of buying home exercise equipment, taking a summer vacation instead of building a new backyard deck – will help relieve some of the upward pressure on demand. Chart 8When Demand Shifts To Services ...​​​​​​ Chart 9... Inflation Will Ease A shift in spending patterns favoring services will allow headline inflation to move away from extreme double-digit goods inflation to merely elevated services inflation (Chart 9). Chart 10No One Left To Sell Our colleagues also expect that upward pressure on wages, which has been concentrated in service-sector positions at the low end of the scale, will ease as Omicron fades and workers are able to return to the labor force without fearing for their health. The tightening of financial conditions that has occurred as rates have backed up and equity prices have fallen will cool growth momentum and reduce the potential for overheating. With inflation soon peaking and longer-run inflation expectations having remained well anchored, the Fed will feel less pressure to hike rates according to markets’ accelerated timetable. Finally, Treasury market positioning is now so unbalanced to the short side that investors would appear to be nearly out of selling capacity to push yields higher (Chart 10). Bottom Line: We expect that Treasury yields will ultimately rise much higher than the bond market currently anticipates, but the forces that have pushed them sharply higher since early December are spent. The near-term path of least resistance for bond yields is to the downside and we are shifting to a tactically neutral duration position to prepare for it. Portfolio Changes We are leaving our current equity positioning intact, as it remains appropriate to overweight the energy, industrials and financials sectors while avoiding consumer staples and utilities and maintaining direct out-of-benchmark exposure to the S&P 500 Pure Value Index via RPV and to the S&P SmallCap 600 Index via IJR (please refer to Cyclical ETF Portfolio table on page 11). We are reducing our exposure to the 1- to 3-year segment of the Treasury curve by 200 bps (SHY) and to the 3- to 7-year segment by 60 bps (IEI) and increasing our exposure to the 7- to 10-year segment by 260 bps (IEF) to bring portfolio Treasury duration into balance with the benchmark. We are exiting LQDH, the rate-hedged investment-grade corporate bond ETF, and reallocating the proceeds to its unhedged LQD version to bring corporate bond duration into balance. Portfolio Performance Market volatility and equity declines over the past ten trading days have cut its alpha in half, but the risk-friendly cyclical ETF portfolio we introduced last month has nevertheless outperformed its benchmark by 18 basis points (“bps”) through last Thursday’s close. Our equity positioning accounted for most of the value-add (Chart 11). Rising yields were a significant tailwind given our short duration stance. They also supported our value and small-cap tilts and, to a lesser extent, our overweight position in financials. The surge in energy prices generously rewarded our energy equities overweight (XLE). Chart 11Direct Equity Sector Deviations Widening spreads since the beginning of the year were a headwind to our positioning within the fixed-income space (Chart 12). Our overweight to variable-rate preferred stocks (VRP) as an alternative to dearly priced bonds was the main detractor. Chart 12Fixed Income Deviations Doug Peta, CFA Chief US Investment Strategist dougp@bcaresearch.com Jennifer Lacombe Associate Editor jenniferl@bcaresearch.com Cyclical ETF Portfolio