Policy

Executive Summary Will The War Stall The Expected Downturn In Inflation This Year? Will The War Stall The Expected Downturn In Inflation This Year? Will The War Stall The Expected Downturn In Inflation This Year? The Russia/Ukraine conflict is impacting financial markets across numerous channels – uncertainty, risk aversion, growth expectations & inflation expectations – but all have a common link through soaring commodity prices, most notably for oil. For global bond investors, allocations to inflation-linked bonds are a necessary hedge to the war and the associated commodity shock, particularly with breakevens in most countries re-establishing the link to oil prices. We recommend investors maintain neutral allocations to inflation-linked bonds versus nominal government bonds across the developed world until there is greater clarity on future global oil production. Markets are discounting a peak in interest rates at the low end of the Bank of Canada’s neutral range, which is reasonable given high household debt levels in Canada. This creates an opportunity for bond investors to go long Canadian government bonds versus US Treasuries. Bottom Line: The supply premium on global oil prices will persist until there are signs of more global oil production or less chaos in the Ukraine – neither of which is imminent. Maintain neutral allocations to inflation-linked bonds versus nominal government debt across the developed markets. Feature Chart 1A Broad-Based Surge In Commodity Prices A Broad-Based Surge In Commodity Prices A Broad-Based Surge In Commodity Prices The Russia/Ukraine war has sent an inflationary shock though the world through a very traditional source – rising commodity prices. Energy prices are getting most of the attention, with oil prices back to levels last seen in 2008 and US gasoline prices now above $4 per gallon. The commodity rally is not just in energy, though. Industrial metals prices have also gone up substantially, with the spot prices for copper and aluminum hitting an all-time-high and 16-year-high, respectively (Chart 1). Agricultural commodities have seen even larger increases, with the price of wheat up 22% and the price of corn up 11% since the Russian invasion began on February 24th. Europe is acutely exposed to the war-driven spike in energy prices given its reliance on Russia for natural gas supplies. Natural gas prices in Europe have spiked a staggering 117% since the invasion started, exacerbating a sharp demand/supply imbalance dating back to the reopening of Europe’s economy from COVID lockdowns one year ago (Chart 2). To date, booming energy prices have fueled a huge rise in headline inflation rates in the euro area – producer prices were up 31% on a year-over-year basis in January – but with little trickle down to core inflation which was only up 2.3% in January. High energy prices are not only a problem for global growth and inflation, but also for the future policy moves by central banks. Inflation rates boosted over the past year by commodity supply squeezes and supply chain disruptions were set to decline this year, but the Ukraine shock has thrown that into question. If the benchmark Brent oil price were to hit $150/bbl, this would end the decelerating trend for energy price inflation momentum, on a year-over-year basis, that has been in place since mid-2021 (Chart 3). That means a higher floor for the energy component of inflation indices, and thus overall headline inflation rates, throughout the major economies in the coming months. Chart 2Europe's Reliance On Russian Natural Gas Is A Big Problem Europe's Reliance On Russian Natural Gas Is A Big Problem Europe's Reliance On Russian Natural Gas Is A Big Problem ​​​​​ Chart 3Will The War Stall The Expected Downturn In Inflation This Year? Will The War Stall The Expected Downturn In Inflation This Year? Will The War Stall The Expected Downturn In Inflation This Year? ​​​​​ Chart 4The Oil Price Spike Makes Life More Difficult for CBs The Oil Price Spike Makes Life More Difficult for CBs The Oil Price Spike Makes Life More Difficult for CBs How will bond markets respond to higher-than-expected inflation? Rate hike expectations have been highly correlated to the trend of headline inflation in the US, Europe, UK, Canada and Australia over the past year (Chart 4). Currently, overnight index swap (OIS) curves are still discounting between 5-6 rate hikes from the Fed, the Bank of England, the Bank of Canada and the Reserve Bank of Australia before the end of 2022. A single rate hike is still priced into the European OIS curve, even with the Ukraine shock. Global bond yields have been volatile, but surprisingly resilient despite the worries about war and commodity inflation. The 10-year Treasury yield has been trading in a range between 1.7% and 2% since the Russian offensive began, while the 10-year German Bund yield has hovered around 0%. Bond markets are pricing in a stagflation-type outcome of slowing growth and rising inflation, as multiple rate hikes are still discounted despite the geopolitical risks from the war. That reduces the value of using increased duration exposure to position for risk-off moves in a bond portfolio. At the same time, real bond yields are falling and breakeven rates are rising for global inflation-linked bonds – a part of the fixed income universe that looks to offer good protection against the uncertainties of war. Inflation-Linked Bonds – A Good Hedge Against War Risks Since the Russian invasion began, breakeven inflation rates on 10-year inflation-linked bonds have moved higher in the US (+13bps), Canada (+19bps), Australia (+15bps) and even Japan (+15bps). The moves have been even more significant on the European continent – 10-year breakevens have shot up in the UK (+23bps), Germany (+45bps), France (+31bps) and Italy (+36bps). Chart 5Inflation Breakevens Are Rising, Especially In Europe Inflation Breakevens Are Rising, Especially In Europe Inflation Breakevens Are Rising, Especially In Europe The absolute levels of breakevens in Europe are high in the context of recent history (Chart 5). However, breakevens also look a bit stretched in other countries like the US. Our preferred metric to evaluate the upside potential for inflation-linked bonds is our Comprehensive Breakeven Indicators (CBI). The CBI for each country is comprised of three components: the deviation of 10-year breakevens from our model-implied fair value, the spread between 10-year breakevens and longer-term survey-based inflation expectations (the “inflation risk premium”) and the gap between actual inflation and the central bank inflation target. Those three components are all standardized and added together with equal weights to come up with the CBI. A higher CBI reading suggests less potential for inflation breakevens to widen, and vice versa. Currently, the CBIs for the eight countries in our Model Bond Portfolio universe are close to or above zero, suggesting more limited scope for breakevens to widen further (Chart 6). Only in Canada is the CBI below zero, and only slightly so as high realized Canadian inflation is offset by breakevens trading below both fair value and survey-based measures of inflation (Chart 7). Chart 6Global Inflation Breakeven Valuations Are Not That Cheap A Crude Awakening For Bond Investors A Crude Awakening For Bond Investors In the US, the CBI is above zero mostly because of high realized US inflation. In Europe, the CBIs of the UK, Germany and Italy all are well above zero, while in France the CBI is close to zero. The UK has the highest CBI in our eight-country universe, with all three components contributing roughly equally (Chart 8). The Japanese CBI is also just above the zero line. Chart 7Some Mixed Signals On Inflation Breakeven Valuations Some Mixed Signals On Inflation Breakeven Valuations Some Mixed Signals On Inflation Breakeven Valuations ​​​​​​ Chart 8European Breakevens Have Adjusted Sharply To The Energy Shock European Breakevens Have Adjusted Sharply To The Energy Shock European Breakevens Have Adjusted Sharply To The Energy Shock ​​​​​​ We have been recommending a relative cautious allocation to global breakeven bonds in recent months. We saw the upside potential on breakevens as capped given the dearth of “cheap” signals on breakevens from our CBIs, especially with central banks moving towards monetary tightening in response to elevated inflation – moves intended to restore inflation-fighting credibility with bond markets. Yet the Ukraine commodity shock has boosted inflation breakevens even in countries with modest underlying (non-commodity) inflation like Japan and the euro area. We now see greater value in owning inflation-linked bonds in global bond portfolios as a hedge against the inflation risks stemming from the Ukraine and the worsening geopolitical tensions between the West and Russia. This is true even without the typical positive signal for breakevens from having CBIs below zero. We recommend that fixed income investors maintain a neutral allocation to inflation-linked bonds in dedicated government bond portfolios across the entire developed market “linker” universe. In our model bond portfolio, we had been allocating to linkers based off the signal from the CBIs, but in the current stagflationary war environment, we see country allocations as secondary to having neutral exposure to linkers in all countries. The new weightings to inflation-linked bonds are shown in the model bond portfolio tables on pages 12-14.1 Bottom Line: For global fixed income investors, allocations to inflation-linked bonds are a necessary hedge to the war and the associated commodity shock, particularly with breakevens in most countries re-establishing the link to oil prices. Canada Update: BoC Liftoff At Last The Bank of Canada (BoC) raised its policy interest rate by 25bps to 0.5% last week, commencing the start of the first rate hike cycle since 2018. The move was no surprise after BoC Governor Tiff Macklem signaled at the January monetary policy meeting that the start of a rate hiking cycle was imminent. The Canadian Overnight Index Swap (OIS) curve is discounting another 171bps of hikes in 2022, with a peak rate of 1.98% reached by March 2023 - near the low-end of the BoC’s range of neutral rate estimates between 1.75% and 2.75% (Chart 9). Chart 9Markets Discounting A Shallow BoC Rate Hiking Cycle, Even With High Inflation Markets Discounting A Shallow BoC Rate Hiking Cycle, Even With High Inflation Markets Discounting A Shallow BoC Rate Hiking Cycle, Even With High Inflation The BoC noted that the Canadian economy was recovering faster than expected from the effects of the Omicron variant and the associated restrictions on activity, coming off a robust 6.7% annualized real GDP growth rate in Q4/2021. The BoC now estimates that economic slack created by the pandemic shock has been fully absorbed, with the unemployment rate at 6.5%. Canadian headline inflation reached a 32-year high of 5.1% in January (Chart 10) – a level that Governor Macklem bluntly called “too high” in a speech the day following the rate hike. The BoC’s CPI-trim measure that excludes the most volatile components is also at an elevated reading of 4%, suggesting that the higher inflation is broad based. The BoC sees persistent high inflation as a risk to the stability of medium-term inflation expectations, thus justifying tighter monetary policy. According the latest BoC Survey of Consumer Expectations, Canadians expect inflation to be 4.1% over the next two years and 3.5% over the next five years, both of which are above the BoC’s 1-3% inflation target band. So with a robust economy, tight labor market, inflation well above the BoC target and elevated consumer inflation expectations showing no signs of settling, why is the OIS curve discounting such a relatively low peak in the BoC policy rate? The answer lies with Canada’s housing bubble and the associated high household debt levels. In a recent Special Report, our colleagues at The Bank Credit Analyst estimated that the neutral rate in Canada was no higher than 1.75%- the previous peak in rates during the 2017-2018 tightening cycle. A big reason for that was the high level of Canadian household debt, which now sits at 180% of disposable income. This compares to the equivalent measure in the US of 124%, showing that unlike their southern neighbors, Canadian households had little appetite for deleveraging after the 2008 financial crisis (Chart 11). Chart 10Good Reasons For A More Aggressive BoC Good Reasons For A More Aggressive BoC Good Reasons For A More Aggressive BoC ​​​​​​ Chart 11A Big Reason For A Less Aggressive BoC A Big Reason For A Less Aggressive BoC A Big Reason For A Less Aggressive BoC ​​​​​​ Chart 12Position For Narrower Canada-US Bond Spreads Position For Narrower Canada-US Bond Spreads Position For Narrower Canada-US Bond Spreads The Bank Credit Analyst report estimated that if the BoC hiked rates to 2.5% over the next two years – just below the high end of the BoC neutral range – the Canadian household debt service ratio would climb to a new high of 15.5% (bottom panel). This would greatly restrict Canadian consumer spending and likely trigger a sharp pullback in both housing demand and real estate prices. The conclusion: the neutral interest rate in Canada is likely closer to the peak seen during the previous 2018/19 hiking cycle around 1.75%. We have been recommending an underweight stance on Canadian government bonds in global fixed income portfolios dating back to the spring of 2021. However, with markets now discounting a peak in rates within plausible estimates of neutral, the window for additional underperformance of Canadian government bonds may be closing - but not equally versus all developed economies. We have found that a useful leading indicator of 10-year cross-country government bond yield spreads is the differential between our 24-month discounters. The discounters measure the cumulative amount of short-term interest rate increases over the next two years priced into OIS curves. Currently the “discounter gaps” are signaling room for Canadian spread widening versus the UK and Japan and, to a lesser extent, core Europe (Chart 12). However, the discounter gap is pointing to significant potential for narrowing of the Canada-US 10-year spread over the next year (top panel). This would occur even if the BoC follows the Fed with rate hikes in 2022, as the Fed is likely to deliver more increases in 2023/24 than the BoC. This week, we are introducing two new recommended positions to benefit from narrower Canada-US government bond spreads: We are reducing the size of our underweight position in our model bond portfolio in half, offset by a reduction in the allocation to US Treasuries (see the table on page 13). We are introducing a new trade in our Tactical Overlay, going long Canadian 10-year government bond futures versus selling 10-year US Treasury futures on a duration-matched basis (the specific details of the trade can be found in the table on page 15) We are maintaining our cyclical underweight recommendation on Canada, in a global bond portfolio context, given the potential for Canadian yield spreads to widen versus core Europe, Japan and the UK. That underweight recommendation will be more concentrated versus countries relative to the US. Bottom Line: Markets are discounting a peak in interest rates at the low end of the Bank of Canada’s neutral range, which is reasonable given high household debt levels in Canada. This creates an opportunity for bond investors to go long Canadian government bonds versus US Treasuries.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1      The allocations to inflation-linked bonds shown in the model bond portfolio reflect both the recommended country weights and the recommended weighting of linkers versus nominal bonds within each country.  For example, we are neutral US TIPS versus nominal bonds within the US Treasury component of the portfolio, but since we are also underweight the US as a country allocation, the TIPS allocation is below the custom benchmark index weight. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark A Crude Awakening For Bond Investors A Crude Awakening For Bond Investors The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Cyclical Recommendations (6-18 Months) A Crude Awakening For Bond Investors A Crude Awakening For Bond Investors Tactical Overlay Trades

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

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

Executive Summary 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 Every Shock Is Always Supplanted By A New Shock 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 The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks 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 The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks 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 Economy Is Becoming Less Energy-Intensive The 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 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Fears 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 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fears 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 Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices Today, 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 When Bond Yields Decline, Banks Underperform When 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 The Recent Outperformance Of Banks May Soon End The Recent Outperformance Of Banks May Soon End Alternative Electricity Is Rebounding From An Oversold Position Alternative Electricity Is Rebounding From An Oversold Position Alternative Electricity Is Rebounding From An Oversold Position Bitcoin's Support Is Holding Bitcoin's Support Is Holding 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 The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5 Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6 Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

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

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

Executive Summary The heightened uncertainty of the current situation means it makes sense to keep portfolio duration close to benchmark. The recent market turmoil means that a 50 bps rate hike is off the table for the March FOMC meeting, but the Fed will proceed with a 25 bps rate hike this month and signal a further steady pace of tightening. As of Monday morning, the market is priced for close to 150 bps of tightening during the next 12 months. This is reasonable assuming that inflation moderates in the second half of the year and that long-dated inflation expectations remain well contained. A moderation of inflation in H2 remains our base case, but the war in Ukraine increases the risk that inflation will be sticky and that long-dated inflation expectations will move higher. The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing 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 Fed Funds Rate Expectations Fed Funds Rate Expectations Chart 1A Stagflationary Shock A Stagflationary Shock A 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 Expect US/German Yield Differential To Widen Expect 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 The Golden Rule Of Bond Investing The 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) Waiting For The Fog To Clear Waiting For The Fog To Clear Chart 5The Golden Rule’s Track Record Waiting For The Fog To Clear Waiting For The Fog To Clear 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 Waiting For The Fog To Clear Waiting For The Fog To Clear 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 Waiting For The Fog To Clear Waiting For The Fog To Clear 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 Waiting For The Fog To Clear Waiting For The Fog To Clear Other Recommendations Waiting For The Fog To Clear Waiting For The Fog To Clear

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 How Stocks Fared During The Cuban Missile Crisis 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 A New Cold War A New Cold War 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 How Stocks Fared During The Cuban Missile Crisis How Stocks Fared During The Cuban Missile Crisis Chart 3European Fiscal Policy Will Remain Structurally Looser Over The Coming Years A New Cold War A New Cold War 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 Chinese Policy Will Be A Tailwind For Growth Chinese Policy Will Be A Tailwind For Growth Chart 5Credit Markets Are Pricing In An Excessive Default Rate Credit Markets Are Pricing In An Excessive Default Rate Credit 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 Short Duration Is A Crowded Trade Short Duration Is A Crowded Trade Chart 7The US Dollar Is Overvalued… A New Cold War A New Cold War   Chart 8...Especially Against The Euro A New Cold War A New Cold War 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 The Trade Deficit Is A Headwind For The Dollar The 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 A New Cold War A New Cold War Special Trade Recommendations A New Cold War A New Cold War Current MacroQuant Model Scores A New Cold War A New Cold War

Executive Summary Stronger Capex Than Last Decade Fallout From Ukraine Fallout From Ukraine The fog of war continues, but the worst potential outcome for the market—a freeze of Russian energy exports to Europe—has been avoided. Energy inflation is reaching its apex. Markets will remain volatile in the near term as uncertainty remains elevated in the coming days. Moreover, a transition from a recovery driven by consumer durable goods to services remains a hurdle against near-term European outperformance. Italian bonds and European banks are attractive, but it is not yet prudent to plunge headfirst into the euro. The longer-term consequences of the conflicts point toward greater capex and public deficits in Europe. This will boost the neutral rate of interest and European yields. Industrials and defense stocks are also key structural beneficiaries. Bottom Line: Keep hedges in place for the near term, as uncertainty remains rife. Buy Italian bonds and European banks, which will benefit from ECB support. Industrials still face near-term hurdles but should be a structural overweight position in European equity portfolios, along with financials and defense stocks. Feature The situation in Ukraine is reaching a climax. Following Russia’s recognition of the breakaway Luhansk and Donetsk People’s Republics (LPR and DPR) and its invasion of Ukraine, the S&P 500 entered correction territory. Importantly, the Dow Jones Euro Stoxx 50 is now down 10% since its January 5th high, which validates our repeated call over the past four weeks to hedge risk asset portfolios by selling EUR/CHF and EUR/JPY. An international conflict has begun and a human tragedy is unfolding; but, at the time of writing, it looks like the worst-case scenario for markets will be avoided. Germany is folding Nord Stream 2 indeterminably and Western allies have imposed painful economic sanctions on Russia. However, an expulsion of the SWIFT payment system is not in the cards. This is crucial because it greatly limits the risk that Russia will stop sending natural gas and oil to the EU. Ultimately, neither Russia nor the EU wants this outcome, since it imposes an enormous loss of revenues on the former (which needs hard currency to finance its war) and guarantees a recession for the latter (Chart 1). The war will still cost Europe. European natural gas prices surged again on Thursday, rising by more than 60% intraday. While a spike above EUR200/MWh is unlikely in the absence of an oil embargo, 20% of European natural gas imports pass through Ukraine. The conflict suggests that these flows will remain disrupted for now and that natural gas prices will remain between EUR80/MWh and EUR100/MWh for the next few months. This translates into elevated energy and electricity costs for the EU (Chart 2). Chart 1A European Recession Averted Fallout From Ukraine Fallout From Ukraine Chart 2Peaking But Elevated Fallout From Ukraine Fallout From Ukraine Chart 3Ebbing Energy Inflation Fallout From Ukraine Fallout From Ukraine Oil markets are set to peak soon. The run-up in Brent prices in recent weeks was largely driven by geopolitical concerns. With the odds of an oil embargo declining, the pressure on Brent will also recede. Bob Ryan, BCA’s commodity and energy strategist, believes that Saudi Arabia, the UAE, and Kuwait will increase their own production in coming weeks to burnish their credentials as reliable oil producers, especially if oil experiences more turmoil.  Bob expects crude prices to drop to $85/bbl by the second half of 2022. These dynamics are important because they imply that European headline inflation will soon peak. Yes, the recent spike in natural gas prices will keep energy inflation higher for a few more months, but, ultimately, ebbing base effects will bring down energy CPI. As Chart 3 highlights, even if Brent and natural gas prices stay at today’s levels for the remainder of the year, their year-on-year inflation rates will collapse, which will drive HICP lower. Near-Term Market Dynamics In this context, what to do with European assets? It is probably still too early to abandon our hedges, but we will likely do so next week or soon after. While the market has probably bottomed, prudence remains of prime consideration as a war is taking place and the situation on the ground may deteriorate. Chart 4A Buying Opportunity Fallout From Ukraine Fallout From Ukraine The clearest near-term investment implication comes for European peripheral bonds. Italian spreads have widened significantly in the wake of the hawkish pivot by the ECB (Chart 4). However, we argued that, when interest rate expectations priced in 50bps of the hike for 2022, the move was excessive and that only one ECB hike in the fourth quarter was likely this year. Now that the Ukrainian crisis is reaching a climax, even some of the ECB’s most hawkish members, such as Robert Holzmann, Governor of the Austrian National Bank, indicate that the removal of liquidity will be slower than originally anticipated. This means that the ECB is likely to continue to backstop the European peripheral bond markets. Italian and Greek bonds, which offer spreads of 165bps and 249bps over German bunds, are appealing in light of this explicit backstop. European financials are another attractive buy. Investors should buy banks outright. As Chart 5 highlights, all the major Eurozone countries’ banking stocks have suffered widespread selloffs. However, the exposure to Russian debt is limited at $67 billion (Chart 6). Additionally, the European yield curve slope is unlikely to flatten significantly from here. The ECB will limit the upside in the German 2-year yields by not hiking until Q4 2022, while the terminal rate proxy in Europe has significant upside from here. A steeper yield curve will boost the appeal of banks, especially in a context in which peripheral spreads are likely to narrow. Chart 5Too Much Of A Dive Fallout From Ukraine Fallout From Ukraine Chart 6Limited Russian Exposure Fallout From Ukraine Fallout From Ukraine The outlook for the euro is more complex. Narrower peripheral spreads would boost the euro’s appeal, a cheap currency currently trading at a 17% discount to its PPP fair value. EUR/USD also trades at a 5% discount to the BCA Intermediate-Term Timing Model, which suggests that considerable bad news is already embedded in the exchange rate (Chart 7). The fact that the EUR/USD did not close below its January 27th low in the face of a major war on European soil adds to the notion that the euro already embeds a significant risk premium. However, there are still ample reasons to worry about additional volatility in the coming week or so. The ECB is sounding less hawkish, while the Fed is not changing its tone. Meanwhile, 1-month and 3-month risk reversals are not at levels consistent with a bearish capitulation, which suggests that the euro could suffer one last wave of liquidation (Chart 8). Thus, we are not buying the euro yet and are willing to forego the first few cents of gains for a clearer signal. Chart 7EUR/USD Is Cheap Fallout From Ukraine Fallout From Ukraine Chart 8Sentiment Could Get More Negative Fallout From Ukraine Fallout From Ukraine Circling back to the equity front, European equities had become very oversold after the 14-day RSI fell below 30. The diminishing risk of an energy crisis will also help. However, global equities face more risks than just Ukraine. As we wrote earlier this week, the transition away from consumer durable goods as the driver of global growth to services will involve some adjustments for stocks, especially in an environment in which the Fed is allowing global monetary conditions to deteriorate (Chart 9). Thus, the window of volatility in stocks is unlikely to close in the near term. The relative performance of European equities vis-a-vis the US is complex as well. European equities have undone most of the relative gains accrued so far in 2022 (Chart 10). On the one hand, the global growth transition will hurt European equities more than US ones, as a result of their greater exposure to manufacturing activity. Additionally, high energy costs are more of a problem for Europe right now than the US. On the other hand, the continued hawkishness of the Fed is likely to limit the ability of tech stocks to extend the rebound that began last Thursday. As a result, the most likely pattern is for some churning in the relative performance of Europe and the US in the coming week. Chart 10Vanishing Outperformance Fallout From Ukraine Fallout From Ukraine Chart 9Tightening US Liquidity Conditions Fallout From Ukraine Fallout From Ukraine For the remainder of the year, we expect the European equity outperformance to re-establish itself in view of the favorable relative profits picture for 2022, a topic that we will explore more deeply in the coming weeks. Bottom Line: The near-term outlook for European assets remains extremely murky. Not only is a war in Ukraine a major threat that can hurt sentiment further, but European assets still have to handle the short-term implications of a change in global growth leadership away from goods consumption. Nonetheless, the dovish message of the ECB in the wake of the Ukrainian invasion suggests that the collapse in Italian bonds and European banks in recent weeks is overdone. European stocks will likely continue to churn against US stocks in the near term but outperform for the remainder of the year. The sell-off in the euro is advanced, but prudence prevents us from buying EUR/USD today. Keep short EUR/CHF and short EUR/JPY hedges in place for now. Longer-Term Implications The crisis in Ukraine heightens Europe’s need to diversify its energy sourcing away from Russia. However, this is not a transition that can be executed on a dime. It will take years. For now, Europe remains dependent on Russian energy, which greatly limits the EU’s options. However, time offers many more possibilities. First, kicking Russia out of SWIFT will become feasible, because it will increase the robustness of the SPFS payment system, allowing Russia to receive funds for its energy, even if it is out of SWIFT. Second, and most importantly, time will allow Europe to find new energy sources. For example, Qatari LNG is often mentioned as a potential replacement for Russian natural gas. Qatar currently does not have the capacity to service Europe extensively, while fulfilling its previous contractual obligations, but the expansion of the production in its North Field East will increase capacity to 126MTPA by 2027. The LNG export capacity of the US may also increase over the coming years. Even if Qatar and the US could send enough LNG to satisfy the hole left by Russia tomorrow, Europe would not be able to accept delivery, as it does not have enough terminals to accommodate these shipments. Thus, investments in that sector will expand. Chart 11The Renewables Envelope Will Expand Fallout From Ukraine Fallout From Ukraine Chart 12Nuclear Skepticism Remains Fallout From Ukraine Fallout From Ukraine Most importantly, Europe will accelerate its transition toward renewable energy. Renewables are already a major focus of the NGEU program (Chart 11). However, we expect that, for the remainder of the decade, the NGEU program will be enlarged to allow greater investments in that space. Not only does it fit European green goals, but this policy would also increase the region energy security. More investment in nuclear electricity production is also possible but lacks popular support (Chart 12). The main message of these observations is that European infrastructure spending is likely to remain elevated in the coming years. As a result, industrial stocks may face some near-term headwinds as the global economy transitions away from the consumer goods-buying binge of COVID-19, but they will ultimately benefit greatly from an expansion of the capital stock around the world. Another long-term theme derived from the current crisis is that European defense stocks will fare well on a structural basis. The current crisis will force greater European unity. The presence of a common enemy will incentivize European nations to increase military spending, especially as the US continues to pivot toward Asia. Investors should overweight these stocks. In terms of bond market developments, more military spending and investment in energy infrastructures means that European budget deficits will be wider than if the Ukrainian crisis had not emerged. More accommodative fiscal policy will support aggregate demand, which will feed through greater capex (Chart 13). Thus, the experience of the last decade, whereby aggregate demand was curtailed by unnecessarily stringent European fiscal policy, will not be repeated. This confirms our expectation that the neutral rate of interest will rise in Europe and that Europe will escape an environment of zero rates (Chart 14). Therefore, German bunds yields have upside, the yield curve can steepen, and the outlook for European financials is positive on a long-term basis, not just on a near-term one. Chart 13Stronger Capex Than Last Decade... Fallout From Ukraine Fallout From Ukraine Chart 14...Means Higher Yields And A steeper Curve Fallout From Ukraine Fallout From Ukraine Chart 15Ebbing Fixed-Income Outflows? Fallout From Ukraine Fallout From Ukraine Finally, the picture for the euro is murky. On the one hand, its inexpensiveness is a major advantage while a higher neutral rate of interest will limit the European fixed-income outflows that have plagues the Euro for the past decade (Chart 15). However, if we are correct that European capex will increase and that budget deficits will remain wider than in the last decade, this also means that the European current account surplus will narrow as excess savings recede. This implies that one of the key underpinnings of the euro will dissipate. In the end, productivity will be the long-term arbiter of the exchange rate. Europe still lags behind the US on this front, which augurs poorly for the performance of the euro (Chart 16). Reforms and capex may save the day, but it is too early to make this call. Chart 16The Productivity Handicap Fallout From Ukraine Fallout From Ukraine ​​​​​​​ Bottom Line: The events in Ukraine portend a structural shift in European capex. Europe will need to ween itself off its Russian energy dependency, which will require major investments in LNG facilities and renewable power. Moreover, European defense spending will rise. These will continue to support fiscal and infrastructure spending. As a result, industrials will benefit from a structural tailwind, as will European defense stocks. These same forces will put upward pressure on European risk-free yields, which will benefit beleaguered European financials and banks. The long-term outlook for the euro is murkier. More research must be conducted before making a definitive directional bet.   Mathieu Savary, Chief European Strategist Mathieu@bcaresearch.com Tactical Recommendations Cyclical Recommendations Structural Recommendations