Financial Markets

Executive Summary Global Oil Price Pushes Up Inflation Expectations The US cut off of Russian energy exports has limited immediate impact because EU trade with Russia continues. Russia is unlikely to embargo the EU as it needs revenues to wage war. However, the EU will diversify away from Russia over time, which means that Russia will intensify its efforts to replace the government in Ukraine. The Biden administration began with an adversarial posture toward the energy sector, both US producers and Gulf Arab petro-states. Now it is adjusting its stance as prices surge. The OPEC states do not favor Biden but have an interest in calibrating production to avoid global recession and prolong their profit windfall. Even if the US restores the 2015 nuclear deal with Iran, which we doubt, investors should fade the oil price implications and stay focused on OPEC. Recommendation (Tactical) Inception Level Inception Date Return Long DXY (Dollar Index) 96.19 Feb 23, 2022 2.9% Bottom Line: Stagflation is the likeliest economic outcome of today’s global supply constraints. Feature Biden’s Oil Policy: Implications Will the Ukraine crisis lead to a US recession? The probability of a recession is 7.7% today, according to the bond market, but the oil price shock suggests that the probability will only increase from here. Stagflation, at least, is now highly likely. Short-term interest rates are rising faster than long-term rates, causing the 2-year/10-year Treasury slope to slide toward inversion, though it is not there yet. That would be a telltale sign of a looming recession (Chart 1). The 3-mo/10-year Treasury yield slope is nowhere near inverting and has a better record of predicting recessions than the 2-year/10-year. The Federal Reserve’s interest rate hikes are expected to cause the 10-year yield to rise and the yield curve to steepen. But exogenous shocks may push short rates even higher. When the oil price doubles, a recession often ensues. Out of the past seven recessions, five of them witnessed an oil spike beforehand. True, not every spike causes a recession. But the causality is clear. Today’s spike is large enough to be recessionary (Chart 2). The critical question is where will the price settle? If it settles above $90-$100 per barrel then it will erode global demand. Chart 1An End-Of-Cycle Crisis? Chart 2Oil Price Often Doubles Before Recessions Most likely the price will settle at around $85 per barrel by the end of 2022, and average $85 in 2023, according to our Commodity & Energy Strategy. High prices will discourage consumption and incentivize new production, leading to a price drop and new equilibrium. The OPEC cartel will increase production because they want to prolong the business cycle. Non-OPEC producers like US shale oil companies will also increase production. It is not likely that the US will significantly lift sanctions on Iran and Venezuela, though that would free up 1.3 million barrels per day and 700,000 barrels per day respectively. More on this below. Even so, this year’s energy spike will feed into a larger bout of inflation that is eroding real incomes. Headline consumer price inflation is running at 7.9% as of February, the highest in four decades. Core inflation is running at 6.4%. The Ukraine war did not prevent the European Central Bank from delivering a hawkish surprise in its fight against inflation on March 10, so it is even less likely to prevent the Fed from delivering a hawkish surprise on March 16. The Fed has a history of hiking rates even during geopolitical crises (as during the Arab oil embargo of 1973), which implies that the war in Ukraine will not prevent the Fed from hiking rates four times or more this year. There is a close relationship between the global oil price and the financial market’s long-term inflation expectations (Chart 3). When the costs of production and transportation go up, investors start to expect higher prices. Expectations are already rising because of the global pandemic, stimulus, supply constraints, wage pressure, and tardy policy normalization. Gasoline prices at the pump will shape consumer expectations (Chart 4). Chart 3Global Oil Price Pushes Up Inflation Expectations Chart 4Geopolitics Compound Inflation Yet high commodity prices are not coinciding with strong global growth and a weak dollar, as one might suspect. Global growth is falling and the dollar is strengthening. The energy shock from Russia will rattle importing countries like Europe, China, and India and thus enhance the dollar’s rise (Chart 5). Investor sentiment will suffer as the war in Ukraine reinforces the secular rise in geopolitical risk. Global policy uncertainty is also rising sharply, which will reinforce the dollar, weighing on global economic activity. Chart 5Dollar Strengthens on Weak Global Growth Bottom Line: A stagflationary dynamic is taking shape. Moreover the risk of recession is underrated by the bond market’s measure of recession probability. Investors should maintain tactically bearish trades and cut losses on cyclically bullish trades that suffer from higher rates and persistent inflation. US Boycotts Russia And Begs OPEC The Biden administration’s decision to ban Russian oil exports – and to encourage private sector boycotts of the Russian energy trade – raises the potential for the Russian conflict to escalate beyond Ukraine’s borders. While a total boycott of Russian oil exports is unlikely, it would be one of the larger oil shocks in modern history (Chart 6). Unlike the Iranian attack on the Saudi oil refinery in 2019, the Russian shock would come amid an existing energy shortage. Chart 6Worst Case Oil Risk in Historical Context There are two critical questions about US policy at this stage: Will the US foist its energy boycott on Europe, triggering a Russian retaliation? This could plunge Europe into recession and further upset the global economy. Will the US convince the OPEC cartel to increase oil production? A production boost would reduce prices and help to rebalance the economy, salvaging the business cycle. The next two sections discuss these options. US Boycotts Russia The first question is how Russia will respond to the US boycott and whether the Biden administration will try to force Europe to adopt the boycott. The US is comfortable boycotting Russian energy because oil and gas imports only account for 0.6% of GDP and those from Russia only 0.04%. Europe cannot make the same decision. While O&G imports are only 2.21% of GDP, and Russian O&G imports at 0.4%, these numbers will spike to near 2008 levels as a result of the price shock (Charts 7A & 7B). Major European countries, notably Germany, have already rejected the US boycott, and any EU direct sanctions require unanimity. The EU is instead outlining a plan to diversify away from Russia more gradually. This is a medium-term threat to Russia and hence a major concern for global stability but it is not an instant cutoff, which would cause an immediate recession in Europe. Chart 7AThe US Is Energy Independent... Chart 7B...The EU Is Not The EU’s plan would theoretically reduce its dependency on Russian energy by 66% by the end of the year. But that is easier said than done. Also, Europe cannot simply swap the US for Russia. American exports to the rest of the world could be redirected to Europe, but the switch requires an overhaul of supply chains. A total switch of US exports to Europe is impracticable in the short run and would leave other US allies dependent on Russian exports (Charts 8A & 8B). Chart 8AUS Will Not Replace Russian Energy Anytime Soon Chart 8BUS Will Not Replace Russian Energy Anytime Soon US shale producers are only starting to increase production. With WTI crude oil at $100, and Henry Hub natural gas spot price at $4.6 per million BTU, American production will speed up. But US companies are more focused on profitability and returns to shareholders than they were at the beginning of the shale boom, which has restrained oil production (Charts 9A & (9B). Chart 9AUS Production And Exports Increase After Pandemic Lull Chart 9BUS Production And Exports Increase After Pandemic Lull   The Biden administration has not yet fully adopted the tactics necessary: promoting the domestic fossil fuel industry and coordinating it for purposes of national strategy. American oil executives complain that while the Biden administration courts foreign energy producers and contemplates arbitrarily lifting sanctions on Iran and Venezuela, it has not approached domestic producers about facilitating production.1 Meanwhile there is a risk that Russia will retaliate against western sanctions by cutting off natural gas to the EU, for instance via the Nord Stream I pipeline. This is a risk, rather than a base case, because Moscow would prefer to sell energy as long as Europe is buying – and even increase the amount it produces at today’s high prices. Russian energy exports to the EU account for 5% of Russian GDP and thus provide an important lifeline at a time when the country is suffering heavily under banking, technology, and trade sanctions (Chart 10). Russian natural resource exports on average provide 43% of government revenue, which is essential for Moscow to carry on its war effort (Chart 11). Chart 10Russia Will Not Punish EU For US Boycott Chart 11Russia Needs EU Energy Imports And yet Russians are now slapping an embargo on agricultural exports, constricting global food supply and pushing up food prices. The implication is that a reduction in energy exports to the EU is not out of the question, especially an incremental reduction aimed at increasing Russian diplomatic pressure on Europe. If the Russians cut off Europe, it will fall into a severe recession and the energy shock will risk a global recession. While US direct trade exposure to Europe is limited, at about 3.8% of GDP (Chart 12A), nevertheless the US would suffer from price pressures. The US is already seeing import prices rise toward 2008 levels (Chart 12B). Chart 12AUS Exposure To The EU Is Limited... Chart 12B...But Its Import Prices Will Rise Bottom Line: The US is boycotting Russian oil but not forcing the EU to join the boycott. Europe is pursuing gradual diversification but Russia is unlikely to cut off Europe’s supply. However, this dynamic is showing signs of faltering, which means investors are justified in taking further risk off the table. US Begs OPEC The Biden administration started off on the wrong foot with the Gulf Arab states by criticizing them for autocratic government and human rights abuses, threatening to withhold arms sales, and trying to restore the 2015 nuclear deal and détente with Iran. Now, with a global energy shock unfolding, Biden is going back to Saudi Arabia and the UAE and imploring them to increase oil production and ease the supply pressure. The Arab states are reportedly giving him the cold shoulder, ignoring his phone calls while answering Russian President Vladimir Putin’s calls.2 These states never have an interest in producing oil at any US president’s beck and call. The US and Iran have also reached a critical stage in nuclear negotiations. So it is only fitting that the Arab states play hard to get. While the UAE ambassador to the US suggested that his country supporting increasing production on March 9, the country’s energy minister said the opposite. However, the core OPEC states are even less likely to do Russia’s bidding. Moscow propped up the Syrian regime, arms and subsidizes Iran, and aspires to gain ever greater control over Middle East exports to Europe. The Gulf states also know that the Russians will produce as much energy as they can since they need the revenues to sustain their war (Chart 13). Chart 13Core OPEC Countries Have An Interest In Increasing Oil Supply The Gulf states rely on the US military for national security, they fear that US-Iran détente will lead to US abandonment and Iranian regional ascendancy, and they seek to sustain their centrality to the global oil market. They want to prolong their export revenues in the context of a growing global economy for the sake of their own delicate internal stability and reforms. They do not aim to incentivize non-OPEC oil production and renewable energy transition with excessive prices, or to trigger a global recession (Chart 14). Hence the Saudi and UAE strategy will be to lower the oil price closer to their fiscal breakeven rate of $82.3 and $62.8 (oil price consistent with a balanced budget) and prolong the business cycle (Chart 15). Chart 14Core OPEC Does Not Want To Threaten Their Fiscal Future Chart 15Current Oil Price Comfortably Supports Fiscal Spending In OPEC The critical factor in the negotiation with the Biden administration will be Iran, their chief rival. Biden is trying to rejoin the 2015 nuclear deal, which would require removing sanctions in exchange for Iran’s halting its nuclear progress. A deal would bring 1.3 million barrels per day online, at least for the next two years or so. It could also prompt the Saudis or others to increase production to prevent Iran from stealing market share, as occurred in 2014 (Chart 16). Any deal would reduce the risk of military conflict in the short term and as such would remove some risk premium from oil prices. If Biden agrees to walk away from the Iran deal, then perhaps the Saudis and UAE will oblige him with a larger and quicker production boost. They know the Democratic Party is doomed in this year’s midterm elections anyway. Sanctions are not preventing the Iranians from exporting oil today and there is very little chance that they will truly abandon their quest for nuclear weapons (Chart 17). Chart 16Production Ramped Up Ahead Of The Iran Deal In 2015 Chart 17Production May Ramp Up Again As Iran Managed To Evade Sanction Either way the core OPEC members need to adjust the oil supply to maintain market share and prolong the business cycle. Taking it all together, investors should expect oil prices to remain volatile and for oil supply risks to remain elevated, meaning that oil prices will likely resume their rise after the expected OPEC intervention. Biden is also tinkering with the idea of easing sanctions on Venezuela. This would take a long time and require regime change to come to fruition. Venezuela produces about 700,000 barrels per day at present, down from about 2 million bpd in 2017.Given the lack of capital, investment, and engineering expertise, the Venezuelans probably cannot increase production beyond 1 million bpd over the next year or so. Of that, maybe 600,000 barrels could be sent to export markets, according to our Commodity & Energy Strategist Bob Ryan. The US cannot remove all sanctions from Venezuela as it does not recognize the legitimacy of President Nicolas Maduro’s regime. The Department of Justice indicted Maduro in 2020. Accommodating Maduro will create even more bad blood between the Democrats and the Cuban-American voters in electorally critical Florida. US companies will be reluctant to get involved in oil production in Venezuela on such a flimsy basis, as they will fear future sanctions if Republicans win in 2024. So investment in Venezuela, and hence oil production, will remain limited even if Biden waives some sanctions. Bottom Line: Biden’s attempts to ease sanctions on Iran and Venezuela are unlikely to have a lasting impact on oil prices. But it is possible that he will convince the OPEC states to increase production, as their own interests support such a move. Investment Takeaways Comparing Russia’s 2022 invasion of Ukraine to the original invasion in 2014, the major trends are parallel: stocks are falling relative to bonds, cyclical sectors are underperforming defensives, and small caps are outperforming large caps (Chart 18A). Chart 18AMarket Response 2022 Versus 2014 Chart 18BMarket Response 2022 Versus 2014 If Russia imposes an energy embargo or OPEC refuses to increase production, then there will be an even larger global energy shock and a European recession that will weigh on global growth. The dollar will stay well bid in the near term. Value stocks are far outpacing growth stocks in the 2022 crisis, in keeping with high inflation and rising bond yields (Chart 18B). While we favor value over growth on a structural basis, we took the opposite stance as a tactical trade at the beginning of this year in expectation of falling bond yields, which has backfired. We are closing this trade for a loss of 7.7%.   Matt Gertken Senior Vice President Chief US Political Strategist mattg@bcaresearch.com     Footnotes 1     See Shannon Pettypiece, “White House, oil industry spar anew over drilling as gas prices surge”, NBC News, March 12, nbcnews.com. 2     See Holman Jenkins, “The Putin Endgame,” The Wall Street Journal, March 1, 2022, wsj.com   Strategic View Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months) Table A2Political Risk Matrix Table A3US Political Capital Index Chart A1Presidential Election Model Chart A2Senate Election Model Table A4APolitical Capital: White House And Congress Table A4BPolitical Capital: Household And Business Sentiment Table A4CPolitical Capital: The Economy And Markets

Executive Summary Winners And Losers Combining Russia and Ukraine: Taken together, Russia and Ukraine account for a small fraction of global trade. However, Russia is a key player in the global energy and metals markets, providing rare materials like palladium. Ukraine is a sizable agricultural producer, as well as an exporter of specialized products such as neon. Effects on global trade: Shortages of metals and agricultural goods will reverberate across the global economy, exacerbating shortages and supply disruptions. Manufacturer anxiety about the availability of raw input materials catalyzed an explosive rally in the commodity universe.  Effect on the US companies: Most US equity sectors have limited direct sales exposure to Russia. However, self-sanctioning will have an adverse immediate effect on many multinationals, while indirect effects of the war will be even more impactful. Winners and losers: At the margin, the escalation in Ukraine is a net positive for Energy, Big Tech, and Metals & Mining, while Travel, Consumer Staples, Semiconductors Manufacturers, and Automakers will be hit by shortages and surging input costs. Bottom Line:The war in Ukraine has wreaked havoc in the US equity market, even though US trade with Russia and Ukraine is insignificant and is mostly limited to energy, palladium, and other rare metals. However, US companies are affected by the scarcity of selected metals and materials, soaring prices, and supply chain disruptions. Feature Introduction The war in Ukraine has become the proverbial black swan that has blindsided even the most cautious investors. The world simply did not expect Russia to wage such a bloody, and all-out war. As such, tragically, small Ukraine has come out of obscurity, and became a focal point of the world’s attention, mostly for humanitarian reasons. While our heart goes out to the people living under fire, it is our job as investment strategists to conduct a detailed economic analysis of the effect of the war in Ukraine and sanctions on Russia’s goods and services on US equities. To do so, we will first investigate trade links between Ukraine, Russia, and the US. And then look at the indirect effects of the war on US equity sectors. Russia And Ukraine Effect On Global Trade Taken together, Russia and Ukraine account for about 3.5% of global GDP in PPP terms and only 1.9% in dollar terms. Even a deep recession in each of these economies is unlikely to cause a dent in global growth, at least not directly. Unfortunately, the indirect effects of this war are substantial. What Is Russia Producing? In 2019, Russia exported $407B in goods, which made it the 13th largest exporter in the world. It is the second-largest commodities exporter (after the US) and the second-largest oil producer, accounting for 12% of annual global output. Energy: Russia’s crude oil exports account for 8.4% of global crude consumption, while natural gas exports account for 5.9% of global consumption, and 3.4% for coal (Table 1). These energy products constitute roughly 60% of Russia’s exports. Its exports of natural gas represent close to half of all European gas imports. Table 1Russia’s Global Share In Various Commodities Nickel: Russia is also one of the top metal producers. It is the third largest producer of nickel, accounting for 4.4.% of global output. The recent surge in nickel prices reflects manufacturers’ anxiety about the potential shortages of this metal.1 Elon Musk has said that a shortage of nickel is the “biggest challenge” in “producing high-volume, long-range batteries”. Palladium: In addition, to nickel, Russia accounts for 35.6% of global palladium output. Palladium is widely used in catalytic converters, electrodes, and other types of electronics.2 Palladium prices are up 46% since the start of the year. Chart 1War Wreaked Havoc In Commodities Market Fertilizers: Together, Russia and Belarus account for about 40% of global potash production, a key ingredient in potassium-based fertilizers. Russia also produces two-thirds of all ammonium nitrate, the main source of nitrogen-rich fertilizers. Wheat and lumber: Russia produces 10% of the global supply of wheat and lumber. While Russia’s trading network is wide, the most common destinations for its exports are China (14%), Netherlands (10%), Belarus (5%), and Germany (4.6%), making its direct effect on global trade limited. What Is Ukraine Producing? Ukraine’s effect on global trade is less significant: In 2019 it exported only $49.5B, with exports dominated by agricultural products and metals (Chart 2). Food: Ukraine’s production is dominated by foodstuffs such as corn, wheat, and seed oils. Russia and Ukraine together account for 25% of global wheat exports, much of which is going to the developing nations of Africa and Asia (Chart 3). Russia and Ukraine are also significant producers of potatoes, sunflowers, and sugar beets. Chart 2Ukraine Exports Metals And Food Chart 3Wheat Is Exported To North Africa And Asia With war and sanctions, most of this output will be lost or kept for domestic consumption, accelerating food inflation, which is already rampant. Of course, the rest of the world could try to compensate for lost agricultural output, but there is a major snag: Russia, Ukraine, and Belarus are significant producers of fertilizer. Metals: Ukraine produces significant amounts of steel. ArcelorMittal and Metinvest suspended production at their Ukrainian plants last week. Auto Components: In addition, Ukraine is a major producer of automotive wire harnesses. Volkswagen, BMW, and Porsche have all had to curtail auto production due to war-related shortages. Neon: Then there are the more esoteric commodities. The bulk of semiconductor-grade neon, used in high-precision lasers, comes from Ukraine. A dearth of this critical gas could exacerbate the semiconductor shortage. While Ukraine trades predominately with its European neighbors, such as Russia, Germany, Poland, and Italy, shortages of agricultural products, semiconductors, and automotive components are likely to reverberate across the globe. The US Is An Island… Almost According to the OEC,3 in 2019 the US was the number two economy in terms of total exports ($1.51T), and the number one economy in total imports ($2.38T). Russia barely registers as the US trading partner, with only $14.B or 0.61% of total imports coming from Russia. Ukraine is even less significant for the US: Its exports constitute only $1.23B. US exports to Ukraine and Russia constitute less than 1% of its total exports. However, to uncover the potential effects of the possible halting of Russian trade on the US economy, let’s look at what goods the US is buying. The reality on the ground may be complex. Petrochemicals Refined and crude petroleum constitute about half of all Russian imports to the US and account for roughly $7 billion (Chart 4). The US sanctioning of Russian oil is unlikely to have a significant effect on the US economy: It constitutes only about 5.7% of all the US oil imports, both crude and refined, which in 2019 were about $123B. As a result, the recent US embargo of Russian oil is unlikely to have much impact. Platinum, Titanium, And Other Rare and Precious Metals US imports roughly $7B worth of platinum, over one-fifth of which is sourced from Russia. Russia also provides about 21.5% of all titanium and 23% of radioactive chemicals that the US imports. Chart 4US Imports Fuels And Rare Metals From Russia Palladium The situation with palladium is even more strained: Russia produces 42% of the palladium imported by the US while South Africa supplies another 30%. All other exports of palladium are fragmented, and producers are unlikely to be able to ramp up production fast enough. Nickel US imports only $1.4B worth of nickel per year, 11% of which is coming from Russia. Australia and Canada are the only other large producers of this metal, and it is not clear if they will be able to step in and fill in the void left by Russia. How Much Production From Russia Will Be Curtailed? The West’s official sanctions affect Russian exports of certain commodities but there is also a reluctance on the part of private companies to buy or ship Russian exports. This latter factor makes it nearly impossible to gauge just how much supply of each individual commodity will be curtailed. In addition, Putin has announced his decision to suspend some commodity exports at least until 2023. Assuming in the near term that a considerable share of Russia’s commodity exports will be blocked from global markets, the largest impact will be on oil, palladium, copper, nickel, fertilizer, and grains. The Stock Market Is Not The Economy US Companies Most Exposed To Russian Trade Most US multinational companies have limited direct sales exposure to Russia. Among those that do have some exposure (Table 2), Philip Morris comes on top of the list at 8% of sales, PepsiCo 4.3%, Mondelez 3.1%, and McDonald’s 4.5%. Apple has generated only 1.3% of its sales in Russia. Overall, the Consumer Staples sector has the highest exposure to Russia. Exodus The majority of US multinationals have announced their exit from the Russian market in protest at the war. The exodus affects wide swaths of the Russian economy, including joint ventures in energy, auto manufacturing, finance, retail, entertainment, and fast food (See Appendix for the list). The war affects US sectors in many different way, and there are winners and losers (Chart 5). Table 2US Multinationals With The Highest Exposure To Russia Chart 5Winners And Losers Investment Implications Energy Sector – Positive The US embargo of Russian oil does not have a pronounced immediate and direct effect on the US energy sector as US imports from Russia are minor. Exxon’s exit from Russia is not going to have any noticeable short-term effect on the US energy sector. On the contrary, elevated oil and gas prices create an impetus for the US shale producers to ramp up output. Oil Equipment and Services companies will be the key beneficiaries of the new energy Capex cycle. While we closed our overweight in E&P companies with a view that OPEC will open oil spigots and cure high prices, locking in a gain of 60%, we remain overweight E&S Energy industry. Consumer Staples – Negative Companies such as Mondelez, Philip Morris, and PepsiCo are most exposed to the Russian market. All three have announced that they are discontinuing or curtailing Russian operations, taking a direct hit on earnings. However, disruptions in agricultural exports from Russia and Ukraine, and accompanying soaring food prices (Chart 6), are likely to have a broad negative effect on the sector, increasing input prices while sector margins are already razor-thin. So far, the sector had been able to pass on costs to customers, but its pricing power may be limited going forward (Chart 7). Chart 6Food Price Surge Is Parabolic Chart 7Consumer Staples Have Been Able To Pass Costs On To Customers We are overweight Consumer Staples thanks to its defensive attributes in the face of overall market volatility. However, we will be monitoring this position closely. Semiconductors - Neutral Disruptions in supplies of neon, palladium, and nickel, which are essential components of the manufacturing of semiconductors, will exacerbate global chip shortages, and hit profits of semiconductor manufacturers, mostly in Asia. However, the majority of the large US semiconductor companies are chip designers and are unlikely to be affected. The only exception is Intel, which is an integrated semiconductor company. Intel has also announced that it is exiting Russia, which may have an adverse effect on its profitability. Auto Manufacturers - Negative Overall, US car manufacturers have limited direct exposure to Russia. Ford has recently closed its joint venture with a Russian car manufacturer. GM does not have a significant presence in Russia, selling only 3,000 cars a year there, of the six million it sells worldwide. Tesla’s presence in Russia is also insignificant – there are only 700 Teslas registered there. However, there are supply problems. Shortages of metals, such as palladium and nickel, widely used in catalytic converters and electrodes, will compound shortages in tight auto component markets. Travel Complex: Hotels, Restaurants, and Airlines Hilton, Marriott, and Hyatt have announced that they are halting development and new investments in Russia. While these actions on the margin will have a long-lasting negative effect on their business, a more immediate concern is that a war in Europe will suppress travel, which only recently started rebounding after COVID-19 country closures. US airlines will suffer from a double whammy of rising fuel costs, and consumer reluctance for international travel in the light of hostilities in the heart of Europe. International and business travel are the most lucrative segments of their business, the rebound of which is needed for these companies to restore profitability. We were positive on airlines in light of the reopening of international travel as the Omicron wave was receding, but now have to reconsider our optimistic stance if oil prices don’t normalize soon. Fast-food restaurant closures in Russia (Burger King, McDonald’s, Starbucks, etc.) will result in a significant hit to their bottom line. To put these actions in perspective, McDonald’s announced that temporary closures of its 750 restaurants in Russia and 180 in Ukraine will make it lose $50 million a month, resulting in a 9% hit to its revenue. In addition, these businesses are already reeling from rising food prices and consumers shifting their goods and services away from discretionary spending to necessities because of negative wage growth. We are overweight the Travel complex but are likely to downgrade it in the coming days. Big Tech – Positive According to a recent report by the IDC, the global impact of a steep decline in Information and Communications Technology (ICT) spending in Russia and Ukraine will be somewhat limited. Combined, the two countries only account for 5.5% of all ICT spending in Europe and 1% worldwide.4 Meanwhile, tech spending among Western European countries may increase in part due to expanded defense and security allocations. We believe that dislocation also creates an opportunity for US technology companies, especially in the software and cybersecurity space. Exiting the Russian market is likely to have a limited negative effect on US technology companies’ revenue, as most of them derive only a very small proportion of it from Russia. We are overweight the Software and Cybersecurity industries. Metals and Mining - Positive Disruption of the supply of metals from Russia and Ukraine creates an opportunity for US metals and mining companies, with soaring pricing promising a profits windfall. Unlike with oil and gas, an increase of supply in metals not only takes substantial investment but also takes years to bring to production. As a result, there is no respite in sight. As such, we will consider adding to our existing position, bringing allocation to an overweight. Stay tuned. Bottom Line The war in Ukraine has wreaked havoc in the US equity market, even though US trade with Russia and Ukraine is insignificant and is mostly limited to energy, palladium, and other rare metals. However, the US economy is affected by the scarcity of selected metals and materials, soaring prices, and supply chain disruptions. As is often the case, there are winners and losers: Energy, and Metals & Mining are mostly immune to the crisis and are likely to benefit by picking up slack in supply. The Technology sector, especially Software and Cybersecurity, will benefit from the disruption of the war. Consumer Staples, Travel, Auto Manufacturers, and Semiconductor Manufacturers are likely to take a hit because of shortages and soaring input prices.   Irene Tunkel Chief Strategist, US Equity Strategy irene.tunkel@bcaresearch.com     Appendix: Companies’ Self-Sanctions In Russia5 Airlines American Airlines, Delta, and United cut ticket sales partnerships with Russian airlines. All three have stopped flying over Russia. Banks Goldman Sachs became the first American bank to announce that it is exiting Russia. Citigroup also indicated that it is curtailing operations in Russia. Technology Accenture is discontinuing its operations in Russia. Airbnb (ABNB) announced that the company is suspending all operations in Russia and Belarus. Amazon (AMZN)’s cloud division, Amazon Web Services (AWS), said it would halt new sign-ups for the service in Russia and Belarus. AWS indicated that it has no data centers in Russia and, as a matter of policy, it does not do business with the Russian government. It stated that while it had Russian customers, they are all headquartered outside of Russia. Apple (AAPL) has stopped selling its products in Russia, and limited access to digital services, such as Apple Pay, inside Russia. Google confirmed that it is no longer accepting new Google Cloud customers in Russia. It has also halted its advertisement operations in the country. IBM (IBM) has suspended all business in Russia. Intel (INTC) has stopped all shipments to Russia and Belarus, the company announced. Microsoft (MSFT) is suspending all new sales of its products and services in Russia. Microsoft (MSFT) also said it will continue aiding in Ukrainian cybersecurity. Netflix (NFLX) said it will be suspending its streaming service in Russia. Spotify (SPOT) said it has closed its office in Russia “indefinitely” and restricted shows “owned and operated by Russian state-affiliated media.” Adobe stopped all new sales in Russia Uber is divesting from internet company Yandex Paypal suspended all services in Russia Big Four Accounting Firms Ernst & Young, Deloitte, KPMG, and PwC are pulling out of the country. Energy Exxon pledged to leave its last remaining oil and gas project in Russia and not to invest in new developments in the country. Credit Card Providers All three American credit card giants, Mastercard (MA), Visa (V), and American Express (Amex), have suspended all their network operations in Russia. Credit cards issued by Russian banks will not work in other countries, and cards issued elsewhere will not work for purchases in Russia. Hotels Hyatt (H), Hilton (HLT), and Marriott (MAR) are halting development and new investments in Russia. Hilton and Marriott are closing their corporate offices. Hilton is keeping its existing 26 hotels open (a fraction of the company’s 6,800 properties worldwide). Marriott hotels are franchised and the company is evaluating the ability to keep these hotels open. Industrials 3 has halted operations in Russia. Dow (DOW) has suspended all purchases of feedstocks and energy from Russia. It has also stopped all investments in the region and is supplying only limited essential goods in Russia. General Electric (GE) suspended most of its operations in Russia, with the exception of “providing essential medical equipment and supporting existing power services.” John Deere (DE) has halted shipments of its products to Russia. Caterpillar (CAT) is suspending operations at its Russian manufacturing facilities. Boeing (BA) said it would suspend support for Russian airlines. Automakers Ford (F) announced it was suspending its operations in Russia. The American automaker has a 50% stake in Ford (F) Sollers, a joint venture that employs at least 4,000 workers. GM does not have much of a presence in Russia. Entertainment Disney (DIS) is also suspending the release of its theatrical films in Russia, citing “the unprovoked invasion of Ukraine.” WarnerMedia said on February 28 that it would pause the release of “The Batman” in Russia. The company is also pausing all new business in Russia, ceasing broadcast of its channels, halting all new content licensing with Russian entities, and pausing planned theatrical and games releases. Retail Estée Lauder Companies will suspend all commercial activity in Russia, including closing every store and brand site and halting shipments to any of our retailers in Russia. The company had also already suspended business investments and initiatives in Russia. TJX has promised to divest its equity ownership in Familia, an off-price retailer with more than 400 stores in Russia. Consumer Staples Mondelez (MDLZ) said it would scale back all non-essential activities in Russia “while helping maintain continuity of the food supply.” The company said it would focus on “basic offerings,” and discontinue all new capital investments and suspend advertising spending in the country. Procter & Gamble (PG) has discontinued all new capital investments in Russia and is suspending all media, advertising, and promotional activity. The company will continue to provide basic health, hygiene, and personal care items. Philip Morris suspended planned investments and will reduce manufacturing in Russia. PepsiCo will stop selling soda in Russia but will continue to produce dairy and baby food. Restaurants Yum Brands (YUM) is closing 70 company-owned KFC restaurants and 50 Pizza Hut franchises in Russia. It will also suspend all investment and restaurant development in the country. McDonald’s (MCD) is closing some 750 restaurants in Russia. Russia’s restaurants along with another 108 in Ukraine, accounted for 9% of the company’s revenue in 2021. The company said that halting Russian operations will cost it $50 million a month. Restaurant Brands International (owner of Burger King) will end corporate support for 800 locations in Russia and will not approve any additional investment or expansion. Starbucks is closing all of its locations in Russia. Transportation UPS, DHL, and FedEx have suspended operations in Russia and Belarus.       Footnotes 1     The nickel price increase was compounded by a margin call on a major Chinese nickel producer that had accumulated a large short position through forward contracts in order to lock in a price for future delivery. 2     Palladium - Wikipedia 3    United States (USA) Exports, Imports, and Trade Partners | OEC - The Observatory of Economic Complexity 4    A New Report from IDC Looks at the Initial Impact of the Russia-Ukraine War on Global ICT Markets. 5    Which Companies Have Pulled Out of Russia? Here’s a List. - The New York Times (nytimes.com) and https://www.cnn.com/2022/03/02/business/companies-pulling-back-russia-ukraine-war-intl-hnk/index.html Recommended Allocation

Executive Summary The conflict in Ukraine will grind on until Kiev and the coastal cities fall and Russia is able to seat a government that will keep the country firmly within its sphere of influence. Rallies on slight hopes for an end to hostilities suggest that equities have more downside as they have yet to face up to the reality that the active military campaign has only begun. Surging energy prices imperil Europe’s expansion, but the net impact on the US economy will likely be modest, as increased employment and investment in the oil patch and better performance from high-yield borrowers offset higher gasoline prices. The US economy has enough momentum that it will be able to grow well above trend despite intensified inflation pressures from the Ukraine conflict. As US growth holds up, so too should S&P 500 earnings. Equities’ downside will be determined by how much P/E multiples contract. Though we expect additional near-term de-rating, we expect the market’s forward multiple will be resilient given the lack of positive-real-return alternatives. War Headwind Trumps Discount Rate Tailwind (For Now) Bottom Line: We do not think equities have bottomed, but we expect that they will generate a positive real return between now and the rest of the year. Feature All Ukraine, all the time has been the story since Russia invaded on February 24th. The headlines on the front page, the gyrations in financial markets and the internet’s perpetual loop of images from embattled cities and villages have kept the conflict front and center. Our daily meeting has revolved around updates from the ground, discussions of diplomatic moves and countermoves and the evolution of market and economic impacts. An investor could be forgiven for feeling nostalgic about the halcyon pre-invasion days when equity markets fixated on the pace of rate hikes and what they might mean for stocks with high P/E multiples. Until those days return, investors will have to figure out how to manage their way through the multiple issues raised by the conflict. We devote this week’s report to the most pressing questions that have emerged in our discussions with colleagues and other investment professionals. We don’t know how the various issues will turn out, but we offer our current thinking on the way events may impact the economy and financial markets. Conditions are evolving rapidly and we’ll change our minds as the flow of events changes but we hold tight to the central idea that markets are hoping in vain that a ceasefire might be reached before Kiev is overrun. The Military Campaign Q: How do you see the military campaign progressing? Ukrainian forces seem to be holding their own; has that changed your view of the end game? Our Geopolitical Strategy team cautions against reading too much into the plodding pace of the Russian advance. The Ukrainian military has acquitted itself well against a better endowed opponent, but the Russians still have an overwhelming advantage and show no sign of abandoning their goal. BCA continues to expect that Russia’s offensive will proceed until Kiev is captured and a pro-Russian government is installed. Russian leadership wants a buffer between NATO and its border, and it will sacrifice its own economy and inflict unlimited devastation on Ukraine to get it. Our base-case scenario is that the full fury of the fighting will continue until Russia controls the eastern half of Ukraine and its southern coast, effectively partitioning the country into a Russian east and south and a Ukrainian west. It is possible that Russia may move to take the entire country, though it seems that would be more trouble than it’s worth. Given the commitment Ukrainians have already shown to their country, stifling the resistance in the territory Russia must have (east of the Dnieper and along the coast) looks like it will be a tall order (Map 1). In our base case, the war will end once redrawn political borders allow for a new Cold War equilibrium, but the road to that new steady state may contain several twists and turns. Map 1Redrawing The Borders Q: How long do you think it will take to get to that steady state? Our Geopolitical Strategy team judges that Russian forces ought to be able to complete their mission of capturing Kiev in a matter of weeks or months and Ukraine’s coastal territory within half a year. While it appears that the victors face a determined ongoing insurgency, the clash between official forces will likely conclude by the end of the summer. We expect that Russia will move for a ceasefire once its objectives are met and a de facto partitioning of Ukraine could be accomplished by this time next year. Global investors will not wait for a full resolution before turning their attention elsewhere, but they will remain highly sensitive to any sign that the war will encompass more than Ukraine. Until Kiev falls, the risk of a broader conflict will remain high as Russia will attempt to cow all interested parties to hasten the inevitable. Conquering all of Ukraine would imply an extension of the war beyond our base-case scenario and our hypothetical timeline assumes that Russia does not attempt it because it doesn’t yet have enough boots on the ground to pull it off. The Russians will have their hands full with policing the rest of the country and the existence of a buffer zone between occupied territory east of Kiev and NATO territory on the Poland-Ukraine border may suit everyone’s interests. It will help reduce the probability of an accident that could turn into a battlefield face-off between Russia and NATO. A wider and potentially open-ended conflict would appear to be especially unwelcome from Russia’s perspective, given the way its economy is already buckling under sanctions. Involvement in a shooting war with the country holding the world’s second-largest nuclear arsenal is not in the West’s interests, either. The US and NATO have scrupulously avoided crossing the red line of direct involvement in Ukraine. Despite Ukrainian pleas, the American-European coalition will not impose a no-fly zone which could lead to head-to-head aerial combat, and no one would touch last week’s hot potato of providing Poland’s fleet of Soviet-era fighter planes to Ukraine. As heart-rending as it may be, the West is clearly willing to allow a partial conquest of Ukraine. We find it telling that Russia hasn’t extended the fight beyond the existing theater – hackers have yet to cut off access to our US-based team member’s checking and brokerage accounts or play havoc with the electric grid – and both sides’ revealed desire to limit the conflict supports our base case that they ultimately will. European anxiety will linger at Cold War-era levels, but the immediate risk of a larger conventional war on the continent should be limited once Russia neutralizes Ukraine. US Economic Impacts Q: How likely is the oil shock to tip the US economy into a recession? Chart 1Previous Shocks Have Heralded Recessions ... It took seven years for prices to grow tenfold in the decade marked by the Arab state oil embargo and the Iranian revolution, but only ten months for prices to surge 500% from the pandemic bottom in the spring of 2020. On an annual-change basis, the current move is twice as large as any past oil shocks. Sudden surges in oil prices have historically been precursors of recessions (Chart 1). The EU, Japan and oil-importing emerging countries may face dire economic consequences, but the US is relatively better positioned. The production of one unit of US GDP today requires a third of the amount of oil it did in the 1970s (Chart 2). All developed economies have benefitted from the technological progress and the shift away from manufacturing to services that has enabled a more efficient use of oil, but its status as the world’s largest oil producer separates the US from its peers in terms of its vulnerability to rising energy prices. For the first time since the EIA started reporting petroleum import and export data, the US became a net exporter of oil in 2020 and 2021 (Chart 3). Increased prices incentivize higher oil production and lift export revenues (curbs on Russian imports have the potential to increase global demand for US oil). These dynamics, in turn, lead to increased CAPEX and higher employment (Chart 4) when oil prices rise, along with marginally better credit performance, given that the energy sector is heavily represented in high-yield bond indices. Chart 2... But Oil Intensity Has Fallen ... Chart 3... Along With Import Dependency   There is a risk, however, that rising energy prices will push long-term inflation expectations higher and force the Fed to become more hawkish. They could also weigh on future consumption, as the dismal University of Michigan Consumer Sentiment Survey suggests. US households are well positioned to navigate higher inflation and higher interest rates nonetheless. A tight labor market is lifting income, particularly at the lower end of the wage distribution, while stimulus checks have allowed households to significantly reduce their level of indebtedness and amass large savings cushions. Rising wealth from financial market and home price advances will further support consumption. Chart 4Capex And Jobs Move With Prices Q: How worried are you about a growth shortfall this year? The Ukrainian conflict will unleash a spate of indirect economic effects by interfering with the supply of commodities in markets that were already quite tight. In additional to persistently high energy prices, we can expect higher prices for base metals, aluminum, steel, wheat, corn and perhaps semiconductors, as Ukraine is an important source for neon that is essential to one aspect of the chip manufacturing process. Widespread increases in input prices could give inflation an additional spur and therefore have the potential to dent consumer confidence while encouraging the Fed to tighten monetary policy more than it otherwise might. Although today’s macro backdrop has more stagflationary elements than it has had in decades, we think the US will escape its grip. Regarding consumers, we reiterate our view that they are unusually well positioned to overcome higher prices at the pump. They have built up an enormous pandemic savings cushion (largely concentrated among the bottom 70% of taxpayers who qualified for the full share of economic impact payments and the lower-income service workers who bore the brunt of job losses), seen the value of their homes rise at a rapid clip (nearly two-thirds of households own their own homes) and benefitted from robust advances in financial markets (largely reserved to households at the top of the wealth scale). Voluntary debt paydowns and rock-bottom interest rates have combined to make their debt servicing burden as light as it’s ever been in the four decades that it’s been tracked (Chart 5). Higher gasoline prices are not going to unleash a paradox-of-thrift vicious circle. Chart 5A Light Yoke The labor market is also poised to support consumption. Nonfarm payrolls are not likely to continue to expand at their 560 thousand a month clip since the start of 2021 (Chart 6), but the NFIB survey (Chart 7, top panel) and the record-high job-openings-to-unemployed ratio (Chart 7, bottom panel) indicate that businesses are still hunting for workers. The good times won’t last forever, but we maintain our view that the US economy will grow well above its 2% (inflation-adjusted) trend level this year. It has a lot of momentum, consumers have a lot of dry powder and COVID infections are dwindling by the day (Chart 8). Chart 6Job Gains Will Slow ... Chart 7... But They Won't Stop Chart 8Omigone Tighter monetary policy could cool things off, but it works with a lag and rate hikes will take a while to take effect. We endorse our US Bond Strategy colleagues’ projection of a 25-basis-point hike in the target fed funds rate at each of this year’s seven remaining FOMC meetings. That would get fed funds up to 1⅞% by year end, but the hikes would not fully filter through the economy until the second half of 2023, after a lag of six to twelve months. BCA estimates that the fed funds rate will have to exceed 3% before monetary policy begins to restrain activity. US Market Impacts Q: How much more can equities decline? Following on from the discussion of the previous growth question, we think the S&P 500 can live up to less-than-demanding consensus 2022 earnings per share (EPS) expectations. 4Q21 index EPS were $54.14 but are projected to be just $51.55 this quarter, a nearly 5% sequential decline. For the full year, 2022 S&P 500 EPS are projected to be $225.68, 4% above 4Q21’s annualized run rate ($54.14 x 4 = $216.56). Sequential declines outside of recessions are extremely unusual and a 4% four-quarter run-rate increase sets the expectations bar quite low (Chart 9). Chart 9A Low Bar Chart 10Multiple Compression Has Squeezed Stocks Most investors focus on year-over-year changes, and full-year 2022 earnings per share are expected to grow 8% versus 2021. That’s hardly a slam dunk in a decelerating economy, but the deceleration is coming from an extremely high level and it’s important to remember that earnings are measured in nominal dollars. With consensus 2022 real GDP growth and PCE price index estimates of 3.6% and 5%, respectively, nominal GDP is expected to grow 8.6%. If S&P 500 revenues grow in line with nominal GDP and buybacks shrink the index’s share count by 2-3%, 8% EPS growth is doable despite downward pressure on profit margins from rising wages and other input costs. The decline in the S&P 500 so far this year (Chart 10, top panel) has entirely been a function of multiple contraction. Forward four-quarter earnings expectations are 1% higher than they were at the start of the year (Chart 10, middle panel) but the multiple investors are willing to pay for them has dropped by 13%, from 21.7 to 18.8 (Chart 10, bottom panel). While we expect continued de-rating in the near term, we don’t foresee a decline of more than another 10% (below 17) unless the Ukraine conflict sparks a broader European war. There simply are no public market alternatives that offer investors a better chance of achieving positive real returns and historically low real interest rates would support a return to the 20s (Chart 11), where the forward multiple has lingered for most of the pandemic. Summing Up Chart 11Divergence The ideas that underpinned our pre-Ukraine view of financial markets and the US economy still apply, even though the distribution of potential outcomes has widened. We still believe that a recession is very unlikely over the next twelve months. We continue to hold that monetary policy will remain stimulative into 2023, as the fed funds rate will end this year well shy of its neutral level. We continue to flag inflation as the greatest risk to our constructive twelve-month views. Against that backdrop, we expect that equities and credit will rally once the outlines of our base-case Ukraine scenario take shape: Russia seeks peace once it topples the elected Ukrainian government, NATO and Russia exchange heated words but do not engage on the battlefield, and a rump state in western Ukraine provides a buffer against potential NATO-Russia accidents. As those events occur, COVID disruptions abate, commodity prices stop exploding higher and base effects rein in CPI prints beginning in April, inflation will start to decelerate. That should help financial markets and consumers breathe a sigh of relief and help earnings multiples to recover enough to allow the S&P 500 to generate positive real returns over the rest of the year. We remain constructive on markets and the US economy over the next twelve months. Doug Peta, CFA Chief US Investment Strategist dougp@bcaresearch.com Jennifer Lacombe Associate Editor jenniferl@bcaresearch.com

Executive Summary On a tactical (3-month) horizon, the inflationary impulse from soaring energy and food prices combined with the choke on growth from sanctions will weigh on both the global economy and the global stock market. As such, bond yields could nudge higher, the global stock market has yet to reach its crisis bottom, and the US dollar will rally. But on a cyclical (12-month) horizon, the short-term inflationary impulse combined with sanctions will be massively demand-destructive, at which point the cavalry of lower bond yields will charge to the rescue. Therefore: Overweight the 30-year T-bond and the 30-year Chinese bond, both in absolute terms and relative to other 30-year sovereign bonds. Overweight equities. Overweight long-duration US equities versus short-duration non-US equities. Fractal trading watchlist: Brent crude oil, and oil equities versus banks equities. The DAX Has Sold Off ##br##Because It Expects Profits To Plunge… …But The S&P 500 Has Sold Off ##br##Because The Long Bond Has Sold Off   Bottom Line: In the Ukraine crisis, the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. If anything, the fixation on inflation and sanctions may increase short-term pain for both the economy and the stock market, before the cavalry of lower bond yields ultimately charges to the rescue. Feature Given the onset of the largest military conflict in Europe since the Second World War, with the potential to escalate to nuclear conflict, you would have thought that the global stock market would have crashed. Yet since Russia’s full-scale invasion of Ukraine on February 24 to the time of writing, the world stock market is down a modest 4 percent, while the US stock market is barely down at all. Is this the stock market’s ‘Wile E Coyote’ moment, in which it pedals hopelessly in thin air before plunging down the chasm? Is this the stock market’s ‘Wile E Coyote’ moment, in which it pedals hopelessly in thin air before plunging down the chasm? Admittedly, since the invasion, European bourses have fallen – for example, Germany’s DAX by 10 percent. And stock markets were already falling before the invasion, meaning that this year the DAX is down 20 percent while the S&P 500 is down 12 percent. But there is a crucial difference. While the DAX year-to-date plunge is due to an expected full-blooded profits recession that the Ukraine crisis will unleash, the S&P 500 year-to-date decline is due to the sell-off in the long-duration bond (Chart I-1 and Chart I-2). This difference in drivers will also explain the fate of these markets as the crisis evolves, just as in the pandemic.   Chart I-1The DAX Has Sold Off Because It Expects Profits To Plunge...   Chart I-2...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off During The Pandemic, Central Banks And Governments Saved The Day… We can think of a stock market as a real-time calculator of the profits ‘run-rate.’ In this regard, the real-time stock market is several weeks ahead of analysts, whose profits estimates take time to collect, collate, and record. For example, during the pandemic, the stock market had already discounted a collapse in profits six weeks before analysts’ official estimates (Chart I-3 and Chart I-4). Chart I-3The German Stock Market Is Several Weeks Ahead Of Analysts Chart I-4The US Stock Market Is Several Weeks Ahead ##br##Of Analysts We can also think of a stock market as a bond with a variable rather than a fixed income. Just as with a bond, every stock market has a ‘duration’ which establishes which bond it most behaves like when bond yields change. It turns out that the long-duration US stock market has the same duration as a 30-year bond, while the shorter-duration German stock market has the same duration as a 7-year bond. Pulling this together, and assuming no change to the very long-term structural growth story, we can say that: The US stock market = US profits multiplied by the 30-year bond price (Chart I-5 and Chart I-6). The German stock market = German profits multiplied by the 7-year bond price (Chart I-7 and Chart I-8). Chart I-5US Profits Multiplied By The 30-Year Bond Price... Chart I-6...Equals The US Stock Market Chart I-7German Profits Multiplied By The 7-Year Bond Price... Chart I-8...Equals The German Stock Market When bond yields rise – as happened through December and January – the greater scope for a price decline in the long-duration 30-year bond will hurt the US stock market both absolutely and relatively. But when bond yields decline – as happened at the start of the pandemic – this same high leverage to the 30-year bond price can protect the US stock market. When bond yields decline, the high leverage to the 30-year bond price can protect the US stock market. During the pandemic, the 30-year T-bond price surged by 35 percent, which more than neutralised the decline in US profits. Supported by this surge in the 30-year bond price combined with massive fiscal stimulus that underpinned demand, the pandemic bear market lasted barely a month. What’s more, the US stock market was back at an all-time high just four months later, much quicker than the German stock market. …But This Time The Cavalry May Take Longer To Arrive Unfortunately, this time the rescue act may take longer. One important difference is that during the pandemic, governments quickly unleashed tax cuts and stimulus payments to shore up demand. Whereas now, they are unleashing sanctions on Russia. This will choke Russia, but will also choke demand in the sanctioning economy. Another crucial difference is that as the pandemic took hold in March 2020, the Federal Reserve slashed the Fed funds rate by 1.5 percent. But at its March 2022 meeting, the Fed will almost certainly raise the interest rate (Chart I-9). Chart I-9As The Pandemic Took Hold, The Fed Could Slash Rates. Not Now. As the pandemic was unequivocally a deflationary shock at its outset, it was countered with a massive stimulatory response from both central banks and governments. In contrast, the Ukraine crisis has unleashed a new inflationary shock from soaring energy and food prices. And this on top of the pandemic’s second-round inflationary effects which have already dislocated inflation into uncomfortable territory. Our high conviction view is that this inflationary impulse combined with sanctions will be massively demand-destructive, and thereby ultimately morph into a deflationary shock. Yet the danger is that myopic policymakers and markets are not chess players who think several moves ahead. Instead, by fixating on the immediate inflationary impulse from soaring energy and food prices, they will make the wrong move. In the Ukraine crisis, the big risk is that the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. If anything, the fixation on inflation and sanctions may increase short-term pain for both the economy and the stock market. Compared with the pandemic, both the sell-off and the recovery will take longer to play out. In the Ukraine crisis, the big risk is that the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. One further thought. The Ukraine crisis has ‘cancelled’ Covid from the news and our fears, as if it were just a bad dream. Yet the virus has not disappeared and will continue to replicate and mutate freely. Probably even more so, now that we have dismissed it, and Europe’s largest refugee crisis in decades has given it a happy hunting ground. Hence, do not dismiss another wave of infections later this year. The Investment Conclusions Continuing our chess metaphor, a tactical investment should consider only the next one or two moves, a cyclical investment should be based on the next five moves, while a long-term structural investment (which we will not cover in this report) should visualise the board after twenty moves. All of which leads to several investment conclusions: On a tactical (3-month) horizon, the inflationary impulse from soaring energy and food prices combined with the choke on growth from sanctions will weigh on both the global economy and the global stock market. As such, bond yields could nudge higher, the global stock market has yet to reach its crisis bottom, and the US dollar will rally (Chart I-10). Chart I-10When Stock Markets Sell Off, The Dollar Rallies But on a cyclical (12-month) horizon, the short-term inflationary impulse combined with sanctions will be massively demand-destructive, at which point the cavalry of lower bond yields will charge to the rescue. Therefore: Overweight the 30-year T-bond and the 30-year Chinese bond, both in absolute terms and relative to other 30-year sovereign bonds. Overweight equities. Overweight long-duration US equities versus short-duration non-US equities. How Can Fractal Analysis Help In A Crisis? When prices are being driven by fundamentals, events and catalysts, as they are now, how can fractal analysis help investors? The answer is that it can identify when a small event or catalyst can have a massive effect in reversing a trend. In this regard, the extreme rally in crude oil has reached fragility on both its 65-day and 130-day fractal structures. Meaning that any event or catalyst that reduces fears of a supply constraint will cause an outsized reversal (Chart I-11). Chart I-11The Extreme Rally In Crude Oil Is Fractally Fragile Equally interesting, the huge outperformance of oil equities versus bank equities is reaching the point of fragility on its 260-day fractal structure that has reliably signalled major switching points between the sectors (Chart I-12). Given the fast-moving developments in the crisis, we are not initiating any new trades this week, but stay tuned. Chart I-12The Huge Outperformance Of Oil Equities Versus Banks Equities Is Approaching A Reversal Fractal Trading Watchlist Biotech To Rebound US Healthcare Vs. Software Approaching A Reversal Norway's Outperformance Could End Greece’s Brief Outperformance To End Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations  

Executive Summary US Equity Drawdowns During Geopolitical Crises/Commodity Shocks​​​​​​ The most recent examples of geopolitical and commodity price shocks similar the current one include the Cuban missile crisis in 1962, the oil embargo of 1973 in response to the Yom Kippur War as well as the Gulf War of 1990. The magnitude of the S&P 500 selloff was 28% in 1962, 23% in 1973 and 20% in 1990 (Chart of the week). Neither of our capitulation indicators for the S&P 500 or for EM stocks have reached their previous lows. As for commodity prices, the only thing that is certain in the next couple of months is that volatility will remain very elevated. Having incurred considerable costs, Russia will push to maximize its gains and secure a new, more favorable agreement with NATO. This will keep geopolitical tension elevated.   Bottom Line: The drawdown in global and EM stocks in not over yet. The US dollar has more upside in the near term. This is consistent with the S&P500 outperforming and EM stocks underperforming. A rising US dollar bodes ill for EM fixed-income markets. Feature Chart 1US Equity Drawdowns During Geopolitical Crises/Commodity Shocks The world is experiencing geopolitical and commodity price shocks that have not been seen in over a generation. The most recent examples of this kind of shock include the Cuban missile crisis in 1962, the oil embargo of 1973 in response to the Yom Kippur War as well as the Gulf War of 1990. Chart 1 illustrates the current trajectory of the S&P 500 with selloffs that occurred during those three episodes. The magnitude of the S&P 500 selloff was 28% in 1962, 23% in 1973 and 20% in 1990. The S&P 500 is down only 11% from its peak. Based on the above three profiles, the current selloff in US stocks has further to go. This also means that non-US equities, including EM, will continue to suffer. What are the conditions needed for global stocks to bottom? In our opinion, a durable bottom in share prices will occur when measures of capitulation in equity markets reach their previous lows, commodity prices (particularly crude prices) decline and geopolitical tensions peak. We elaborate on each below. Equity Capitulation Neither of our capitulation indicators for the S&P 500 or for EM stocks have reached their previous lows. Chart 2 displays our capitulation indicator for US equities. Its construction is based on four equal-weighted components: the composite momentum indicator, the US equity sentiment indicator, industry group breadth and the advance-decline line (shown individually in Chart 7-8 below). Chart 2US Stocks Have Not Reached Their Selling Climax This indicator has not reached its lows of 2010, 2011, 2018 and 2020. In 2011 and 2018, the S&P500 selloffs were 19.5% and 19.8%, respectively. Hence, our best guess for the magnitude of an equity drawdown in this selloff is about 20%. This puts the potential S&P500 low at 3600-3700. The latter is consistent with the technical support (3-year moving average) that held up in 2011, 2016 and 2018 (Chart 2, top panel).  Chart 3 illustrates our EM equity capitulation indicator. Its four equal-weighted components are the composite momentum indicator, EM equity sentiment, industry group breadth and net EPS revisions (shown individually in Chart 9-10 below). We believe that EM share prices will drop until this capitulation indicator comes to the levels reached in the 2011, 2013 and 2018 selloffs. Chart 3The EM Equity Capitulation Has Further To Run Concerning the magnitude of further EM equity selloff, the next technical defense line for the MSCI EM stock index in USD is 10%, or in the worst-case scenario, 25% below current levels (Chart 3, top panel). The Commodity Shock Global share prices have become negatively correlated with commodity (primarily oil) prices and such an inverse relationship will likely persist for now. In fact, an important signal of the bottom in the S&P 500 during the 1990 oil spike was the peak in crude prices (the latter is shown inverted in Chart 4). In the case of the oil embargo of 1973-74, the oil market was not developed, and US share prices were negatively correlated with US 10-year Treasury yields (Chart 5). Chart 4The 1990 Oil Shock Chart 5The 1973 Oil Shock   Presently, given that US stocks were reacting negatively to rising US bond yields prior to the Ukraine crisis, it is reasonable to expect American share prices to bottom only when two conditions are satisfied: (1) oil prices start falling on a sustainable basis and (2) US bond yields do not rise much. How much will oil and other commodity prices rise? It is hard to know because multiple forces are in play. First, Russia is the second largest commodity exporter in the world (after the US). Russia’s crude oil exports account for 8.4% of global crude consumption, natural gas exports for 5.9% of global consumption and 3.4% for coal (Table 1). Across metals, Russia is a large producer too – 35.6% for palladium, 4.4% for nickel and 4.2% for copper (Table 1).  In turn, Russia and Ukraine production together accounts for 14% of global wheat consumption. Table 1Russia’s Global Share In Various Commodities The West’s official sanctions affect Russian exports of certain commodities but there is also a reluctance on the part of private companies to buy or ship Russian exports. This latter factor makes it nearly impossible to gauge just how much supply of each individual commodity will be curtailed. Assuming in the near term that a considerable share of Russia’s commodity exports will be blocked from global markets, the largest impact will be on oil, palladium, copper, nickel and fertilizer. While ratcheting sales of resources to China is a saving grace for Russia, it might take some time until shipments can be rerouted and reorganized. Second, the US is pressuring allied nations in the Gulf as well as other countries like Venezuela to produce and bring more oil to the market. Finally, the surge in commodity prices is probably already destroying demand. Oil and wheat prices have risen to record highs in many EM currencies (Chart 36 and 37 below). This will push inflation higher and herald more rate hikes from central banks. High interest rates along with tight fiscal policy and eroding discretionary spending (due to high energy and food prices) entail weak demand in developing economies. Bottom Line: In the very short run, risks to many commodity prices are skewed to the upside due to supply constraints. Yet, enormous uncertainty over factors driving their demand and supply makes prices over the next three months impossible to forecast. During this period, individual commodity prices might be driven by idiosyncratic factors. The only thing that is certain in the next couple of months is that volatility in commodity prices will remain very elevated. Price surges might be followed by large drawdowns and vice versa. Geopolitical Tensions The Kremlin will continue its military assault until it establishes firm control over Kyiv and the Black Sea coast, including the city of Odessa. As we wrote in our March 2 report, Putin’s objective is to install a very loyal government in Kyiv and to control the territory east of the Dniepr river. It is not clear to us whether the Kremlin has the appetite to control the Ukraine territory west of the Dniepr river. Western Ukraine has always been very anti-Russian and Putin might realize that it will be too costly to capture and control it. We do not think Putin has ambitions to go beyond Ukraine (Moldova being an exception). That said, there is no doubt that the Kremlin will be presenting more demands to NATO and threatening if those demands are not met. Having incurred considerable costs, Russia will push to maximize its gains and secure a new, more favorable agreement with NATO. It is not clear how many geopolitical concessions or what security guarantees the US is willing to provide to Russia. On the whole, geopolitical tensions between Russia and NATO/the US will continue until there is a new deal between the parties. Investment Strategy Chart 6No Trend Change In EM And US Relative Equity Performance The drawdown in global and EM stocks in not over yet. Within a global equity portfolio, we continue to recommend underweighting EM and Europe and overweighting the US. Interestingly, the EM relative equity performance versus the global stock index has rolled over at its 200-day moving average, while the US’s relative performance has found a support at its 200-day moving average (Chart 6). Such a technical configuration suggests that EM stocks will continue underperforming for now while US equities will have another upleg in relative terms. The US dollar has more upside in the near term. This is consistent with the S&P500 outperforming and EM stocks underperforming. A rising US dollar bodes ill for EM fixed-income markets. Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com Components Of Our US Equity Capitulation Indicator Not all components of our US Equity Capitulation Indicator have reached their previous lows. Given the backdrop of still expensive US equity valuations, heightened geopolitical risks, very elevated inflation and high inflation expectations as well as the little maneuvering room that the Fed has, odds are that US share prices will drop further. Chart 7Components Of Our US Equity Capitulation Indicator Chart 8Components Of Our US Equity Capitulation Indicator Components Of Our EM Equity Capitulation Indicator Not all components of our EM Equity Capitulation Indicator have reached their previous lows either. The share of industry groups above their 200-day moving average, analysts’ net EPS revisions as well as the momentum and equity sentiment indicators remain above their lows. Further downside in EM share prices is likely. Chart 9Components Of Our EM Equity Capitulation Indicator Chart 10Components Of Our EM Equity Capitulation Indicator US Stocks Have Not Yet Reached Their Selling Climax The NYSE’s advance/decline line has broken down and is dropping, signifying a broadening equity rout. Yet, we doubt the US equity indexes will bottom when 35% of NYSE listed stocks are above their 200-day moving average. Finally, the US median stock has broken below its 200-day moving average. Given the fundamental backdrop, all of these technical signposts point to a larger than 10% correction in the S&P 500. Chart 11US Stocks Have Not Yet Reached Their Selling Climax Chart 12US Stocks Have Not Yet Reached Their Selling Climax Chart 13US Stocks Have Not Yet Reached Their Selling Climax Chart 14US Stocks Have Not Yet Reached Their Selling Climax Global Overall And Global ex-US Equities Although Global ex-US stocks are much more oversold than US stocks, their growth and profit backdrops are worse. As we argued in the front section of this report (Chart 6 above), odds are that US stocks will continue outperforming non-US stocks in the near term. Despite crashing, European stocks might not have found a support yet. Chart 15Global Overall And Global ex-US Equities Chart 16Global Overall And Global ex-US Equities Chart 17Global Overall And Global ex-US Equities Chart 18Global Overall And Global ex-US Equities European Stocks: Is A Support At Hand? Investor sentiment on European stocks has become depressed. Yet, European economies will decelerate due to the energy shock (natural gas prices have shot up two-fold since October 1) as well as falling consumer and business confidence. A bottom for euro area stocks might be lower than current prices. Chart 19European Stocks: Is A Support At Hand? Chart 20European Stocks: Is A Support At Hand? Chart 21European Stocks: Is A Support At Hand? EM Equities: Cheap But Mind The Profit Outlook According to our cyclically adjusted P/E ratio, EM stocks are slightly cheap in absolute terms and are very attractive versus US equities. However, this valuation indicator should be used by long-term investors. In the short run and even from a cyclical perspective, this valuation indicator is not very useful. Besides, investor sentiment on EM equities was neutral in the middle of February. It might take more weakness before bad news get priced in EM share prices. Chart 22EM Equities: Cheap But Mind The Profit Outlook Chart 23EM Equities: Cheap But Mind The Profit Outlook Chart 24EM Equities: Cheap But Mind The Profit Outlook EM Profits In A Soft Spot As projected by our EM narrow money (M1) aggregate, EM corporate earnings will continue to disappoint. This is the key risk to EM share prices. In fact, EM EPS has been broadly flat over the past 15 years. That is why EM stocks appear cheap. Plus, EM ex-TMT stocks have not yet fallen much and downside risks remain. Chart 25EM Profits In A Soft Spot Chart 26EM Profits In A Soft Spot Chart 27EM Profits In A Soft Spot Chinese Investable Stocks Are At Their March 2020 Lows Offshore and onshore Chinese shares prices have been falling hard. Not only have Chinese corporate profit expectations been downshifting but also Chinese Investable stocks have been derating (their multiples have been compressing). This has been due to foreign investors projecting/extrapolating the US-Russia confrontation to a possible future US-China geopolitical standoff, and therefore possible sanctions the West can impose on China. Chart 28Chinese Investable Stocks Are At Their March 2020 Lows Chart 29Chinese Investable Stocks Are At Their March 2020 Lows Chart 30Chinese Investable Stocks Are At Their March 2020 Lows Chart 31Chinese Investable Stocks Are At Their March 2020 Lows China: No "All-In" Stimulus Yet The improvement in China’s total social financing has been entirely due to local government bond issuance. Corporate and household credit have not improved at all. Consistently, traditional infrastructure investment has probably bottomed. Yet, outside this sector the outlook is uninspiring. Property construction remains at risk, consumer spending is very sluggish and private business sentiment is downbeat. Chart 32China: No "All-In" Stimulus Yet Chart 33China: No "All-In" Stimulus Yet Chart 34China: No "All-In" Stimulus Yet Chart 35China: No "All-In" Stimulus Yet EM Woes: Energy And Food Prices Many low-income developing countries will be suffering from elevated food and energy prices. Oil and wheat prices in EM currencies have surged to all-time highs. This will lift headline inflation in many emerging economies, lead to monetary tightening and reduce household income available for discretionary spending. All of these and the lack of fiscal easing in many developing countries entail growth disappointments this year. Chart 36EM Woes: Energy And Food Prices Chart 37EM Woes: Energy And Food Prices Chart 38EM Woes: Energy And Food Prices Chart 39EM Woes: Energy And Food Prices EM Credit Spreads Are Widening Rapidly EM sovereign and corporate spreads have broken out. Such spread widening is not simply due to Russian credit. The pace of spread widening differs among countries. However, directionally, credit spreads seem to have embarked on a widening path. In a nutshell, Chinese USD corporate in general and property bond prices in particular are tanking (see below). This foreshadows the poor outlook for Chinese housing. Chart 40EM Credit Spreads Are Widening Rapidly Chart 41EM Credit Spreads Are Widening Rapidly Chart 42EM Credit Spreads Are Widening Rapidly Chart 43EM Credit Spreads Are Widening Rapidly EM Credit Markets And EM Equities Historically, rising EM corporate USD bond yields led to a selloff in EM share prices. This is the cost of capital that matters for EM equities. Unless EM sovereign and corporate bonds yields start falling on a sustainable basis, EM equities will continue to struggle. Chart 44EM Credit Markets And EM Equities Chart 45EM Credit Markets And EM Equities Chart 46EM Credit Markets And EM Equities Global Resource Stocks The relative performance of global energy and basic materials versus the global equity index has bottomed. In the medium term, odds are that TMT stocks will underperform while resource companies outperform. Yet, the outlook for energy stocks and basic materials in absolute terms is complicated (in line with the elevated volatility in commodity prices we discussed in the front section). Notably, even though commodity prices have skyrocketed, basic materials and energy share prices have not yet broken out. It seems the market is doubting the sustainability of high commodity prices. Chart 47Global Resource Stocks Footnotes

Executive Summary We look at the Ukraine crisis in the broader context of shocks, what we can learn from them, and how we can incorporate them into our strategy for investment, and life in general. Our high-conviction view is that the Ukraine crisis will be net deflationary, because the economic and financial sanctions imposed on Russia will lead to a generalized demand destruction. Bond yields will be lower in the second half of the year. Underweight cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100. Stay structurally overweight the 30-year T-bond. The ultimate low in the 30-year T-bond yield is yet to come, and will be a long way below the current 2.1 percent. Fractal trading watchlist: We focus on banks, add alternative electricity, and review bitcoin. Every Shock Is Always Supplanted By A New Shock Bottom Line: The recent rise in bond yields and the associated outperformance of cyclical sectors such as banks, ‘value’, and value-heavy stock markets such as the FTSE 100 was just a short-lived countertrend move within a much bigger structural downtrend. This structural downtrend is now set to resume. Feature Suddenly, nobody is worried about Covid and everybody is worried about nuclear war. Or as Vladimir Putin warns, “such consequences that you have never experienced in your history.” The life lesson being that every shock is always supplanted by a new shock. Hence, in this report we look at the Ukraine crisis through a wider lens. We look at the broader context of shocks, what we can learn from them, and how we can incorporate them into our strategy for investment, and life in general. The Predictability Of Shocks Shocks are very predictable. This sounds like a contradiction, but we don’t mean the timing or nature of individual shocks. As specific events, Russia’s full-scale invasion of Ukraine and the global pandemic were ‘tail-events’ that did come as shocks. Yet the statistical distribution of such tail-events is very predictable. This predictability of shocks forms the bedrock of the world’s $5 trillion insurance industry, and should also form the bedrock of any long-term strategy for investment, or life in general. The predictability of shocks forms the bedrock of the world’s $5 trillion insurance industry, and should also form the bedrock of any long-term investment strategy. We define a shock as any event that causes the long-duration bond price in a major economy to rally or slump by at least 20 percent, albeit this is just one definition.1On this definition, the Ukraine crisis is not yet a far-reaching economic or financial shock, but it is certainly well-placed to become one. Applying this definition of a shock through the last 60 years, the statistical distribution of shocks over any long period is well-defined and very predictable. For example, over a ten-year period the number of shocks exhibits a Poisson distribution with parameter 3.33 (Chart I-1), while the time between shocks exhibits an Exponential distribution with parameter 3.33. Chart 1The Statistical Distribution Of Shocks Is Very Predictable Many economists and investment strategists present their long-term forecasts for the economy and financial markets, yet completely ignore this very predictable distribution of shocks – making their long-term forecasts worthless! The question to such economists and strategists is why are there no shocks over your forecasting horizon? Their typical answer is that it is not an economist’s job to predict ‘acts of god’ or ‘black swans.’ But if insurance companies can incorporate the very predictable distribution of acts of god and black swans, then why can’t economists and strategists? Over any ten-year period, the likelihood of suffering a shock is a near-certainty, at 95 percent; in any five-year period, it is an extremely high 80 percent; in a two-year period, it is a coin toss at 50 percent; and even in one year it is a significant 30 percent (Chart I-2). Chart I-2On A Multi-Year Horizon, Another Shock Is A Near-Certainty Witness that since just 2016 we have experienced Brexit, and the election of Donald Trump as US president. These were binary-outcome events where we could ‘visualise’ the tail-event in advance, but many dismissed it as implausible. Then we had a global pandemic, and now Russia’s full-scale invasion of Ukraine. Therefore, the crucial question is not whether we will experience shocks. We always will. The crucial question is, will the shock be net deflationary or net inflationary? Our high-conviction view is that the Ukraine crisis will be net deflationary. Meaning that even if it starts as inflationary, it will quickly morph into deflationary. The Danger From Higher Energy Prices: The Obvious And The Not So Obvious Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns – most recently, the 1999-2000 trebling of crude and the subsequent 2000-01 downturn, and the 2007-2008 trebling of crude and the subsequent 2008-09 global recession. Begging the question, should we be concerned that the Ukraine crisis has lifted the crude oil price to a near-trebling since October 2020, not to mention the massive spike in natural gas prices? Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns. Of course, we know that the root cause of both the 2000-01 downturn and the 2008-09 recession was not the oil price surge that preceded them. As their names make crystal clear, the 2001-01 downturn was the dot com bust and the 2008-09 recession was the global financial crisis. And yet, and yet… while the oil price surge was not the culprit, it was certainly the accessory to both murders. The obvious way that high energy prices hurt is that they are demand destructive to both energy and non-energy consumption. In this regard, the good news is that the economy is becoming much less energy-intensive – every unit of real output requires about 40 percent less energy than at the start of the millennium (Chart I-3). Nevertheless, even if the scope to hurt is lessening, higher energy prices are still demand destructive. Chart I-3The Economy Is Becoming Less Energy-Intensive The not so obvious way that high energy prices hurt is that they risk driving up the long-duration bond yield and thereby tipping more systemically important economic and financial fragilities over the brink. This was the where the greater pain came from in both 2000 and 2008 (Chart I-4 and Chart I-5). Chart I-4Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Chart I-5Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fortunately, the recent decline in the 30-year T-bond yield suggests that the bond market is looking through the short-term inflationary impulse of higher energy prices (Chart I-6). Instead, it is focussing on the deflationary impulse that will come from the demand destruction that the higher prices will trigger. Chart I-6Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices The economic and financial sanctions imposed on Russia will only lead to additional demand destruction. Sanctions restrict trade and economic and financial activity – therefore they hurt both the side that is sanctioned and the side that is sanctioning. This mutuality of pain caused the West to balk at both the timing and severity of its sanctions. But absent an unlikely backdown from Russia, the sanctions noose will tighten, choking growth everywhere.   If bond yields were to re-focus on inflation and move higher, it would add a further headwind to the economy and markets, forcing the 30-year T-bond yield back down again from a ‘line in the sand’ at around 2.4-2.5 percent. So, the long-duration bond yield will go down directly or via a short detour higher. Either way, bond yields will be lower in the second half of the year. Given the very tight connection between bond yields and stock market sector, style, and country allocation, it will become clear that the recent outperformance of cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100 was just a short-lived countertrend move in a much bigger structural downtrend (Chart I-7). This structural downtrend is set to resume. Chart I-7When Bond Yields Decline, Banks Underperform Underweight cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100. Yet, the over-arching message from the anatomy of shocks is that the ultimate structural low in the 30-year T-bond yield is yet to come, and will be a long way below the current 2.1 percent. Stay structurally overweight the 30-year T-bond.   Fractal Trading Watchlist This week’s analysis focusses on banks, adds alternative electricity, and reviews bitcoin. Supporting the fundamental arguments in the main body of this report, the recent outperformance of banks has reached the point of fractal fragility that has signalled several important turning-points through the past decade (Chart 1-8). Accordingly, this week’s recommended trade is to go short world banks versus world consumer services, setting the profit target and symmetrical stop-loss at 12 percent.  Chart I-8The Recent Outperformance Of Banks May Soon End Alternative Electricity Is Rebounding From An Oversold Position Bitcoin's Support Is Holding Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1 As bond yields approach their lower limit, this definition of a shock will need to change as it will become impossible for long-duration bond prices to rally by 20 percent. Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5 Indicators To Watch - Interest Rate Expectations Chart II-6 Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations  

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

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