War/Conflict

Executive Summary Failure Of Iran Deal Tightens Oil Supply Failure Of Iran Deal Tights Oil Supply Failure Of Iran Deal Tights Oil Supply The US and Iran suspended their attempt to negotiate a nuclear deal on March 11. Countries often get cold feet before major agreements but there are good reasons to believe this suspension will be permanent. A confirmed failure to restore the US-Iran strategic détente will lead to Middle Eastern instability. Iran will be on a trajectory to achieve nuclear weapons in a few years while Israel and the US will have to underscore their red lines against weaponization. The Strait of Hormuz will come under threat again. The immediate impact on oil prices should be positive: sanctions will continue to hinder Iran’s exports, while Iranian conflict with its neighbors will sharply increase the odds of oil disruptions caused by militant actions. Not to mention the Russia-induced energy supply shock. However, a decisive move by the Gulf Arab states to boost crude production would counteract the effect of Iranian sanctions and drive oil down. The Gulf Arabs will be more inclined to coordinate with the Biden administration as long as the Iran deal is ruled out. Thus oil volatility is the main implication beyond any short term oil spike.     Trade Recommendation Inception Date Return Long Gold (Strategic) 2019-12-06 36.8% Bottom Line: Go long US equities relative to global; long US and Canadian stocks versus Saudi and UAE stocks. Stay long XOP ETF, S&P GSCI index, and COMT ETF for exposure to oil prices and backwardation in oil forward curves. Feature The current Iran talks would have restored Joint Comprehensive Plan of Action (JCPA), which created a strategic détente between the US and Iran. Iran froze its nuclear program while the US lifted sanctions. President Barack Obama negotiated the deal in 2015, without congressional approval, while President Donald Trump nullified it in 2018, arguing that it did not restrict Iran’s ballistic missile development or support for regional militant groups. Chart 1Bull Market In Iran Tensions Will Be Super-Charged Bull Market In Iran Tensions Will Be Super-Charged Bull Market In Iran Tensions Will Be Super-Charged Since then there has been a bull market in Iran tensions (Chart 1), a secret war in which sporadic militant attacks, assassinations, and acts of sabotage occurred but neither side pursued open confrontation. These attacks can be significant, as with the Iran-backed attack on the Abqaiq refinery in Saudi Arabia, which took 6mm b/d of oil-processing capacity offline briefly in September 2019. The implication of this trend is energy supply disruption. Now the trend will be super-charged in the context of a global energy shortage. If no US-Iran détente is achieved, the Middle East will be set on a new trajectory of conflict, or at least a nuclear arms race and aggressive containment strategy. Since Trump turned away from the US-Iran détente and reimposed sanctions on Iran we have given a 40% chance of large-scale military conflict, according to our June 2019 decision tree (Diagram 1). The basis for such a conflict is Iran’s likelihood of obtaining nuclear arms and the need of Israel, its Arab neighbors, and the US to prevent that from happening. Diagram 1US-Iran Conflict: Critical Juncture In Our Decision Tree US-Iran Talks Break Down US-Iran Talks Break Down Between now and then, tit-for-tat military exchanges will increase, posing risks to oil supply in the short and medium run. Without a major diplomatic breakthrough that halts Iran’s nuclear weaponization, a bombing campaign against Iran will be the likeliest long-term consequence, due to the fateful logic of Israel’s strategic predicament (Diagram 2). Diagram 2Over Medium Term, Unilateral Israeli Military Action Is Possible US-Iran Talks Break Down US-Iran Talks Break Down Why Rejoining The US-Iran Deal Was Unlikely Under the Biden administration’s new plan, Iran would have frozen its nuclear program once again while Biden would have relaxed US “maximum pressure” sanctions on Iran, opening the way for foreign investment and the development of Iran’s energy sector and economy. The basis for a deal was the belief among some US policymakers that engagement with Iran would open up its economy, reducing regional war risks (especially in Iraq), expanding global energy supply, and fomenting pro-democratic sentiment in Iran. Also the Washington military-industrial complex wanted to reduce the US’s commitment to the Middle East and arrange a grand strategic “pivot to Asia” so as to counter the rise of China. Up till August 2021, we viewed a deal as likely, but that view changed when Iran’s hawkish or hardline faction came back into the presidency. Biden had a very small window of opportunity to negotiate with outgoing Iranian President Hassan Rouhani, who negotiated the original 2015 deal and whose administration fell apart after President Trump withdrew from the deal. When the hawkish Iranian faction took back power, this opportunity slipped. Iran’s hawks were vindicated for having opposed détente with the US in the first place. Since then we have argued that strategic tensions would escalate, for the following reasons: The Iranians could not trust the Americans, since they knew that any new deal could be torn up as early as January 20, 2025 if the Republican Party took back the White House. Indeed, former Vice President Mike Pence recently confirmed this view explicitly. The Iranians were not compelled to agree to the deal because high oil prices ensured that they could export oil regardless of US sanctions (Chart 2). The US no longer has the diplomatic credibility to galvanize a coalition that includes the Russians and Chinese to isolate Iran, like it did back in 2014-15. Chart 2Iranians Not Compelled To A Deal, Can Circumvent Sanctions Iranians Not Compelled To A Deal, Can Circumvent Sanctions Iranians Not Compelled To A Deal, Can Circumvent Sanctions As for Iran’s weak economy spurring social unrest and forcing Supreme Leader Ayatollah Ali Khamenei to agree to a deal, the US has had maximum pressure sanctions in place since 2019 and it has not produced that effect. Yes, Iran is ripe for social unrest, but the regime is consolidating power under the hardliners rather than taking any risky course of opening up and reform that could foment pro-democratic and pro-western demands for change. With oil revenues flowing in, the regime will be more capable of suppressing domestic opposition. The Americans could not trust the Iranians because they knew that they would ultimately pursue nuclear weapons regardless of any short-term revival of the 2015 deal. The Iranians have a stark choice between North Korea, which achieved nuclear weaponization and now has a powerful guarantee of future regime survival, and countries like Ukraine and Libya, which gave up nuclear weapons or programs only to be invaded by foreign armies. Moreover the Iranian nuclear deal lacked popular support, even among Obama Democrats back in 2015, not to mention today in the wake of the deal’s cancellation. The deal’s provisions would have begun expiring in 2025 under any conditions. The Israelis and Gulf Arabs opposed the deal. The Russians also switched to opposing the deal and made new demands at the last minute as a result of the US sanctions imposed on Russia in the wake of its invasion of Ukraine. The Russians do not have an interest in Iran obtaining a nuclear weapon and they supported the 2015 deal and the 2021-22 renegotiation while demanding their pound of flesh in the form of Ukraine. But they also know that Israel and the US will use military force to prevent Iran from getting the bomb, so they are not compelled to join any agreement. Crippling US sanctions over Ukraine likely caused them to interfere with the deal. Our pessimistic view is now confirmed, with the suspension of talks. True, informal talks will continue, diplomacy could somehow revive, and it is still possible for a deal to come together. But given our fundamental points above, we would give any durable diplomatic solution a low probability, say 5%. That means that the US and Iran will not engage, which means Iran will re-activate its regional militant proxies and begin pursuing nuclear weaponization. Iran has a powerful incentive to increase regime security before the dangerous leadership succession that looms over the nearly 83 year-old Khamenei and the threatening possibility of a Republican’s reelection in 2024. At present, it is unknown which side of the Iran nuclear deal talks suspended them. While the Iranians were not compelled by an international coalition to join the deal as they were in 2015, we cannot ignore the possibility the suspension in talks arises from a deal being reached between the US and core OPEC 2.0 producers (Saudi Arabia, the UAE, and Kuwait). Very simply, such a deal would entail that the Arab states increase output, to ease the global shortage, in return for the US walking away from the flawed Iran deal and pledging to work with Israel and the Gulf Arabs to contain Iran. Israel and the Gulf Arabs are increasingly aligned in their goal of countering Iran under the Abraham Accords, negotiated in 2020 by the Trump administration. If the US and Gulf states agreed, then the Gulf states are likely to increase production to ease the global shortage and prolong the business cycle, meaning that oil prices could fall rather than rise as their next move. Either way they will remain volatile as a result of global developments. What Next? Escalation In The Middle East The Iranians have made substantial nuclear progress since 2018, despite Israeli attempts at sabotaging critical facilities. Today Iran stands on the brink of achieving “breakout” levels of highly enriched uranium – levels at which it is possible to construct a nuclear device (Table 1). Table 1Iran Will Reach ‘Breakout’ Nuclear Capability US-Iran Talks Break Down US-Iran Talks Break Down The suspension of talks means the Iranians will soon reach breakout capacity, which will splash across global headlines. This news will rattle global financial markets as it will point to a nuclear arms race in the most volatile of regions. There is a gap of one-to-two years between breakout uranium enrichment and deliverable nuclear weapon, according to most experts.1 However, it is much easier to monitor nuclear programs than missile programs, which means western intelligence will lose visibility when it comes to knowing precisely when Iran will obtain a functional nuclear warhead that it can mount on a ballistic missile. The Iranians are skillful at ballistic missiles. The clock will start ticking once nuclear breakout is achieved and the Israelis and Americans will be forced to respond by underscoring their red line against weaponization. Starting right away, Israel and the US will need to demonstrate publicly that they have a “military option” to prevent Iran from achieving nuclear weaponization. They will refrain from immediate military action but will seek to re-establish a credible threat through shows of force. They will also redouble their efforts to use special operations and cyber attacks to set back the Iranian programs. The Iranians will seek to deter them from attacking and will want to highlight the negative consequences. The US-Iran talks were not only about the nuclear program but also about a broader strategic détente. The Iranians will no longer rein in their regional militant proxies, whether the militias in Iraq or the Houthis in Yemen or Hezbollah in Lebanon. In effect we are now looking at a major escalation of militant attacks in the Middle East at a time when oil is already soaring. In many cases the express intent of the Iran-backed groups will be to threaten oil supply to demonstrate the leverage that they have to intimidate the US and its allies and discourage them from applying too much pressure too quickly. Bottom Line: On top of the current oil shock, we are about to have a higher risk premium injected into oil from Middle Eastern proxy conflict involving Iran. If OPEC does not act quickly to boost production then financial markets face additional commodity price pressures, on top of the existing Russia-induced supply shock. Commodity And Energy Implications Our Commodity & Energy Strategist, Bob Ryan, outlines the following implications for the oil market: In BCA Research's oil supply-demand balances, while we recognized the Geopolitical Strategy view that the US-Iran deal would not materialize, nevertheless we assumed that Iran would return up to 1.3mm b/d of production by 2H22, which would have been available for export markets. This would have given a significant boost to oil supply as the market continues to tighten. Chart 3Failure Of Iran Deal Tights Oil Supply Failure Of Iran Deal Tights Oil Supply Failure Of Iran Deal Tights Oil Supply The failure of these barrels to return to the market will result in an oil-price increase of about $15/bbl in 2023, based on our modeling (Chart 3). We can expect backwardations to increase in Brent and WTI, as demand for precautionary inventories increases. The modelled prices include the oil risk premium of ~USD 9/bbl in H2 2022 and USD 5/bbl in 2023. Relative to 2021, we expect core- OPEC - KSA, UAE and Kuwait – and total US crude supply to increase by 1.7 mmb/d and 0.65 mmb/d respectively in 2022. Compared to 2022, core-OPEC supply will level off in 2023, and will increase by 0.6 mmb/d for total US. If the US has a deal with core OPEC, then, based on the reference production levels agreed by OPEC 2.0 in July 2021, core OPEC’s production capacity could cover a large bit of the volumes markets are short (Table 2). This is due to lower monthly additions of output that was supposed to be returned to markets – now above 1mm b/d – and the lost Iranian output (Table 2). Table 2OPEC 2.0 Reference Production Levels US-Iran Talks Break Down US-Iran Talks Break Down Per the OPEC 2.0 reference production schedule released following the July 2021 meeting in Vienna, Saudi Arabia’s output is free to go to 11.5mm b/d by May, the UAE's to 3.5mm b/d, and Kuwait's to just under 3mm b/d. Iraq also could raise output, but its output is variable and it will lie at the center of the new escalation in military tensions, so we do not count it as core OPEC 2.0 production. Assuming these numbers are consistent with actual capacity for core OPEC 2.0, that means Saudi Arabia could lift production by ~ 1.1mm b/d, UAE by ~ 0.5m b/d, and Kuwait by close to 0.3mm b/d. That’s almost 2mm b/d. These reference-production levels might be on the high side of what core OPEC 2.0 is able or willing to do. But they would be close to covering most of the deficit resulting from less-than-anticipated return of 400k b/d from OPEC 2.0 producers beginning last August ( ~ 1.2mm b/d). Most of Iran’s lost output also would be covered. More than likely, these barrels will find their way to market "under the radar" (i.e., smuggled out of Iran) over the next year or so. This was one reason our geopolitical strategists did not view Iran as sufficiently pressured to sign a deal. US shale-oil output will be increasing above the 0.9 mm b/d that we forecast last month for 2022, and the 0.5mm b/d we expect next year, given the sharp price rally prompted by the Russian invasion of Ukraine. Our Commodity & Energy Strategy service will be updating our estimate next week when we publish new supply-demand balances and price forecasts. Releases from the Strategic Petroleum Reserves of the US and OECD are available to tide the market over for brief periods due to Middle East shocks or sanctions on Russian oil. Releases from the Strategic Petroleum Reserves of the US and OECD are available to tide the market over for brief periods due to Middle East shocks or sanctions on Russian oil. Over time, a significant share of these displaced Russian barrels will find their way to China, and the volumes being displaced will be re-routed to other Asian and western buyers. Investment Takeaways One of our key geopolitical views for 2022 is that oil producers have enormous strategic leverage, specifically Russia and Iran. The Ukraine war and now the suspension of US-Iran détente bears out this view. It is highly destabilizing for global politics and economy. One of our five black swans for 2022 is that Israel could attack Iran – this is a black swan because it is highly unlikely on such a short time frame. However, if the US-Iran deal cannot be salvaged, then the clock is ticking to a time when Israel and/or the US will have to decide whether to prevent Iran from going nuclear or instead choose containment strategy as with North Korea. Yet the Iran dilemma is less stable than the Korean dilemma because the Israelis are committed to preventing weaponization. The Israelis will not act unilaterally until the last possible moment, when all other options to prevent weaponization are exhausted, as the operation would be extremely difficult and they need American military assistance. If diplomacy fails on Iran, the two options for the future are a major war or a nuclear arms race in the Middle East. The latter would involve an aggressive containment strategy. The global economy faces a major new risk to energy supply as a result of this material increase in Middle East tensions. A stagflationary outcome is much more likely. Europe’s energy security will be far more vulnerable now as it tries to diversify away from Russia but faces a more volatile Middle East (Chart 4). Undoubtedly Russia and Iran recognize their tremendous leverage. China, India, and other resource imports face a larger energy shock if the Gulf Arabs do not boost production promptly. They certainly face greater volatility. China’s policy support for the economy will remain lackluster in an environment in which inflation continues to threaten economic stability. China’s internal stability was already at risk and now it will have to scramble to secure energy supplies amid a global price shock and looming Middle Eastern instability. China has no choice but to accept Russia’s decision to cut ties with the West and lash itself to China as a strategic ally for the foreseeable future (Chart 5). Chart 4The EU’s Two-Pronged Energy Insecurity US-Iran Talks Break Down US-Iran Talks Break Down ​​​​​ Chart 5China's Energy Insecurity China's Energy Insecurity China's Energy Insecurity ​​​​​ Chart 6AGo Long US And Canada / Short Saudi And UAE Go Long US And Canada / Short Saudi And UAE Go Long US And Canada / Short Saudi And UAE ​​​​​ Chart 6BGo Long US And Canada / Short Saudi And UAE Go Long US And Canada / Short Saudi And UAE Go Long US And Canada / Short Saudi And UAE ​​​​​ Geopolitical Strategy recommends investors go long US equities relative to global equities on a strategic basis. We also recommend long US / short UAE equities and long Canadian / short Saudi equities (Charts 6A and 6B). Chart 7Worst Case Oil Risk In Historical Context US-Iran Talks Break Down US-Iran Talks Break Down Unlike Ukraine, the onset of a new Middle East crisis may not come with “shock and awe.” Weeks or months may pass before Iran reaches nuclear breakout. But make no mistake, if diplomacy fails, Iran will ignite a nuclear race and activate its militant proxies, while its enemies will increase sabotage, rattle sabers, and review military options. The Iranians will not be afraid to threaten the Strait of Hormuz, their other nuclear option (Chart 7). A total blockage of Hormuz is not by any means imminent. But war becomes more likely if Iran achieves nuclear breakout and diplomacy continues to fail.   Matt Gertken Chief Geopolitical Strategist mattg@bcaresearch.com Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Footnotes 1      See Ariel Eli Levite, “Can a Credible Nuclear Breakout Time With Iran Be Restored?” Carnegie Endowment for International Peace, June 24, 2021, carnegieendowment.org. See also Simon Henderson, “Iranian Nuclear Breakout: What It Is and How to Calculate It,” Washington Institute for Near East Policy, Policy Watch 3457, March 24, 2021, washingtoninstitute.org.   Strategic Themes Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months) Regional Geopolitical Risk Matrix

Executive Summary On a tactical (3-month) horizon, the inflationary impulse from soaring energy and food prices combined with the choke on growth from sanctions will weigh on both the global economy and the global stock market. As such, bond yields could nudge higher, the global stock market has yet to reach its crisis bottom, and the US dollar will rally. But on a cyclical (12-month) horizon, the short-term inflationary impulse combined with sanctions will be massively demand-destructive, at which point the cavalry of lower bond yields will charge to the rescue. Therefore: Overweight the 30-year T-bond and the 30-year Chinese bond, both in absolute terms and relative to other 30-year sovereign bonds. Overweight equities. Overweight long-duration US equities versus short-duration non-US equities. Fractal trading watchlist: Brent crude oil, and oil equities versus banks equities. The DAX Has Sold Off ##br##Because It Expects Profits To Plunge… The DAX Has Sold Off Because It Expects Profits To Plunge... The DAX Has Sold Off Because It Expects Profits To Plunge... …But The S&P 500 Has Sold Off ##br##Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off   Bottom Line: In the Ukraine crisis, the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. If anything, the fixation on inflation and sanctions may increase short-term pain for both the economy and the stock market, before the cavalry of lower bond yields ultimately charges to the rescue. Feature Given the onset of the largest military conflict in Europe since the Second World War, with the potential to escalate to nuclear conflict, you would have thought that the global stock market would have crashed. Yet since Russia’s full-scale invasion of Ukraine on February 24 to the time of writing, the world stock market is down a modest 4 percent, while the US stock market is barely down at all. Is this the stock market’s ‘Wile E Coyote’ moment, in which it pedals hopelessly in thin air before plunging down the chasm? Is this the stock market’s ‘Wile E Coyote’ moment, in which it pedals hopelessly in thin air before plunging down the chasm? Admittedly, since the invasion, European bourses have fallen – for example, Germany’s DAX by 10 percent. And stock markets were already falling before the invasion, meaning that this year the DAX is down 20 percent while the S&P 500 is down 12 percent. But there is a crucial difference. While the DAX year-to-date plunge is due to an expected full-blooded profits recession that the Ukraine crisis will unleash, the S&P 500 year-to-date decline is due to the sell-off in the long-duration bond (Chart I-1 and Chart I-2). This difference in drivers will also explain the fate of these markets as the crisis evolves, just as in the pandemic.   Chart I-1The DAX Has Sold Off Because It Expects Profits To Plunge... The DAX Has Sold Off Because It Expects Profits To Plunge... The DAX Has Sold Off Because It Expects Profits To Plunge...   Chart I-2...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off During The Pandemic, Central Banks And Governments Saved The Day… We can think of a stock market as a real-time calculator of the profits ‘run-rate.’ In this regard, the real-time stock market is several weeks ahead of analysts, whose profits estimates take time to collect, collate, and record. For example, during the pandemic, the stock market had already discounted a collapse in profits six weeks before analysts’ official estimates (Chart I-3 and Chart I-4). Chart I-3The German Stock Market Is Several Weeks Ahead Of Analysts The German Stock Market Is Several Weeks Ahead Of Analysts The German Stock Market Is Several Weeks Ahead Of Analysts Chart I-4The US Stock Market Is Several Weeks Ahead ##br##Of Analysts The US Stock Market Is Several Weeks Ahead Of Analysts The US Stock Market Is Several Weeks Ahead Of Analysts We can also think of a stock market as a bond with a variable rather than a fixed income. Just as with a bond, every stock market has a ‘duration’ which establishes which bond it most behaves like when bond yields change. It turns out that the long-duration US stock market has the same duration as a 30-year bond, while the shorter-duration German stock market has the same duration as a 7-year bond. Pulling this together, and assuming no change to the very long-term structural growth story, we can say that: The US stock market = US profits multiplied by the 30-year bond price (Chart I-5 and Chart I-6). The German stock market = German profits multiplied by the 7-year bond price (Chart I-7 and Chart I-8). Chart I-5US Profits Multiplied By The 30-Year Bond Price... US Profits Multiplied By The 30-Year Bond Price... US Profits Multiplied By The 30-Year Bond Price... Chart I-6...Equals The US Stock Market ...Equals The US Stock Market ...Equals The US Stock Market Chart I-7German Profits Multiplied By The 7-Year Bond Price... German Profits Multiplied By The 7-Year Bond Price... German Profits Multiplied By The 7-Year Bond Price... Chart I-8...Equals The German Stock Market ...Equals The German Stock Market ...Equals The German Stock Market When bond yields rise – as happened through December and January – the greater scope for a price decline in the long-duration 30-year bond will hurt the US stock market both absolutely and relatively. But when bond yields decline – as happened at the start of the pandemic – this same high leverage to the 30-year bond price can protect the US stock market. When bond yields decline, the high leverage to the 30-year bond price can protect the US stock market. During the pandemic, the 30-year T-bond price surged by 35 percent, which more than neutralised the decline in US profits. Supported by this surge in the 30-year bond price combined with massive fiscal stimulus that underpinned demand, the pandemic bear market lasted barely a month. What’s more, the US stock market was back at an all-time high just four months later, much quicker than the German stock market. …But This Time The Cavalry May Take Longer To Arrive Unfortunately, this time the rescue act may take longer. One important difference is that during the pandemic, governments quickly unleashed tax cuts and stimulus payments to shore up demand. Whereas now, they are unleashing sanctions on Russia. This will choke Russia, but will also choke demand in the sanctioning economy. Another crucial difference is that as the pandemic took hold in March 2020, the Federal Reserve slashed the Fed funds rate by 1.5 percent. But at its March 2022 meeting, the Fed will almost certainly raise the interest rate (Chart I-9). Chart I-9As The Pandemic Took Hold, The Fed Could Slash Rates. Not Now. As The Pandemic Took Hold, The Fed Could Slash Rates. Not Now. As The Pandemic Took Hold, The Fed Could Slash Rates. Not Now. As the pandemic was unequivocally a deflationary shock at its outset, it was countered with a massive stimulatory response from both central banks and governments. In contrast, the Ukraine crisis has unleashed a new inflationary shock from soaring energy and food prices. And this on top of the pandemic’s second-round inflationary effects which have already dislocated inflation into uncomfortable territory. Our high conviction view is that this inflationary impulse combined with sanctions will be massively demand-destructive, and thereby ultimately morph into a deflationary shock. Yet the danger is that myopic policymakers and markets are not chess players who think several moves ahead. Instead, by fixating on the immediate inflationary impulse from soaring energy and food prices, they will make the wrong move. In the Ukraine crisis, the big risk is that the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. If anything, the fixation on inflation and sanctions may increase short-term pain for both the economy and the stock market. Compared with the pandemic, both the sell-off and the recovery will take longer to play out. In the Ukraine crisis, the big risk is that the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. One further thought. The Ukraine crisis has ‘cancelled’ Covid from the news and our fears, as if it were just a bad dream. Yet the virus has not disappeared and will continue to replicate and mutate freely. Probably even more so, now that we have dismissed it, and Europe’s largest refugee crisis in decades has given it a happy hunting ground. Hence, do not dismiss another wave of infections later this year. The Investment Conclusions Continuing our chess metaphor, a tactical investment should consider only the next one or two moves, a cyclical investment should be based on the next five moves, while a long-term structural investment (which we will not cover in this report) should visualise the board after twenty moves. All of which leads to several investment conclusions: On a tactical (3-month) horizon, the inflationary impulse from soaring energy and food prices combined with the choke on growth from sanctions will weigh on both the global economy and the global stock market. As such, bond yields could nudge higher, the global stock market has yet to reach its crisis bottom, and the US dollar will rally (Chart I-10). Chart I-10When Stock Markets Sell Off, The Dollar Rallies When Stock Markets Sell Off, The Dollar Rallies When Stock Markets Sell Off, The Dollar Rallies But on a cyclical (12-month) horizon, the short-term inflationary impulse combined with sanctions will be massively demand-destructive, at which point the cavalry of lower bond yields will charge to the rescue. Therefore: Overweight the 30-year T-bond and the 30-year Chinese bond, both in absolute terms and relative to other 30-year sovereign bonds. Overweight equities. Overweight long-duration US equities versus short-duration non-US equities. How Can Fractal Analysis Help In A Crisis? When prices are being driven by fundamentals, events and catalysts, as they are now, how can fractal analysis help investors? The answer is that it can identify when a small event or catalyst can have a massive effect in reversing a trend. In this regard, the extreme rally in crude oil has reached fragility on both its 65-day and 130-day fractal structures. Meaning that any event or catalyst that reduces fears of a supply constraint will cause an outsized reversal (Chart I-11). Chart I-11The Extreme Rally In Crude Oil Is Fractally Fragile The Extreme Rally In Crude Oil Is Fractally Fragile The Extreme Rally In Crude Oil Is Fractally Fragile Equally interesting, the huge outperformance of oil equities versus bank equities is reaching the point of fragility on its 260-day fractal structure that has reliably signalled major switching points between the sectors (Chart I-12). Given the fast-moving developments in the crisis, we are not initiating any new trades this week, but stay tuned. Chart I-12The Huge Outperformance Of Oil Equities Versus Banks Equities Is Approaching A Reversal The Huge Outperformance Of Oil Equities Versus Banks Equities Is Approaching A Reversal The Huge Outperformance Of Oil Equities Versus Banks Equities Is Approaching A Reversal Fractal Trading Watchlist Biotech To Rebound Biotech Is Starting To Reverse Biotech Is Starting To Reverse US Healthcare Vs. Software Approaching A Reversal US Healthcare Vs. Software Approaching A Reversal US Healthcare Vs. Software Approaching A Reversal Norway's Outperformance Could End Norway's Outperformance Could End Norway's Outperformance Could End Greece’s Brief Outperformance To End Greece Is Snapping Back Greece Is Snapping Back Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades Are We In A Slow-Motion Crash? Are We In A Slow-Motion Crash? Are We In A Slow-Motion Crash? Are We In A Slow-Motion Crash? 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-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators 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 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 No Contagion Yet No Contagion Yet No Contagion Yet The risk of contagion into other FX pairs from the collapse of the RUB remains contained but is rising. The main transmission mechanism will be a global rush into dollars, should the crisis trigger a global recession. For now, European countries with big trade and financial relationships with Russia are the ones in the firing range of any escalation. The euro has already adjusted lower. As such, while the crisis could get worse before it gets better, the broad DXY index is unlikely to rally much beyond 100. Meanwhile, the Federal Reserve will be swift in addressing any offshore dollar funding crises, via facilities revived during the depths of the COVID-19 crisis. Crude prices could be near capitulation highs. A reversal in oil prices (as the forward curve suggests) will benefit oil consumers versus producers. Long EUR/CAD and short NOK/SEK positions are on our shopping list.   Recommendations Inception Level Inception Date Return Short NOK/SEK 1.11 Mar 3/2022 - Bottom Line: Bottom Line: If a further escalation in the crisis triggers a global recession, it will lead to another down leg in stocks, and a rally in the dollar. Meanwhile, a détente will allow the bull market in stocks to continue, and the dollar rally to reverse. As we argue below, while the crisis could get worse before it gets better, the broad DXY index is unlikely to rally much beyond 100. Feature The market is treating the Russo-Ukrainian conflict as a localized event that is unlikely to trigger a global recession. While the DXY index is fast approaching the psychological 100 level, other FX pairs forewarning a major risk-off event on the horizon remain rather sanguine. For example, the AUD/JPY cross is toppy but has tracked the mild correction in global stocks. The big losers in the DXY index have been the Swedish krona and the euro, currencies directly in the firing range of any escalation in the crisis (Chart 1). Chart 2Investors Have Bought FX Hedges Investors Have Bought FX Hedges Investors Have Bought FX Hedges Chart 1No Contagion Yet No Contagion Yet No Contagion Yet Specific to the euro, risk reversals — the difference in implied volatility between out-of-the-money calls versus puts — have collapsed below COVID-19 lows. Across a broad spectrum of currencies, investors have been building hedges against losses (Chart 2). The mirror image of this is near record-high net speculative positioning in the dollar. Given this market configuration, the key question is where next? Clearly, if a further escalation in the crisis triggers a global recession, it will lead to another down leg in stocks, and a rally in the dollar. Meanwhile, a détente will allow the bull market in stocks to continue, and the dollar rally to reverse. As we argue below, while the crisis could get worse before it gets better, the broad DXY index is unlikely to rally much beyond 100. A Review Of The Fed Put Chart 3The Fed And Liquidity Crises The Fed And Liquidity Crises The Fed And Liquidity Crises Both a global pandemic and fear of a global war are existential threats which have occurred throughout history. As such, should we survive an escalation in tensions, the DXY could behave as it did during the COVID-19 crisis. Specifically, the pandemic triggered a rush into dollars amidst a global shortage. This was a key reason why the DXY punched above 100. Fast forward to today, and a lot of the facilities that were tapped into during the COVID-19 crisis can be reactivated. A review of the sequence of events back then is instructive: The Fed began by offering unlimited funding through swap lines to five major central banks at the overnight index swap + 25 basis points.1 This was effective as of the week of March 16, 2020 (Chart 3). When this proved insufficient to satiate the demand for dollars, the swap lines were extended to nine more central banks, with a cap of US$60 billion and a maturity of 84 days.2 This was announced on March 19, 2020. Finally, FIMA account holders were allowed to temporarily exchange their Treasury securities held with the Fed for US dollars. This was announced on March 24, 2020. In hindsight, it turned out that the Fed’s actions on March 19 marked the peak in the dollar at 103, even though we continue to live with Covid-19 today. That peak was 5% above current levels. What ensued was a period of volatility, with periodic rallies towards 100, but these provided excellent shorting opportunities for the DXY. The behavior of the DXY today could be more sanguine, with the benefit of hindsight. Barometers Of Contagion Chart 4Defaults Less Likely Outside Russia Defaults Less Likely Outside Russia Defaults Less Likely Outside Russia No two crises are the same. It is likely that holders of Russian US dollar debt will never be made whole, with coupon payments already suspended. As a result, the risk is that investors liquidate other holdings of emerging market dollar bonds to cover margin calls. This will lead to a self-reinforcing spiral which will transform a localized liquidity crisis into a global solvency one. Credit default swaps in major EM economies are rising, as they blow out for Russian debt (Chart 4). That said, there are a few similarities with past Russian incursions: The selloff in Russian debt during the invasion of Crimea was a localized event. The invasion of Georgia took place at the heart of the global financial crisis of 2008. In the former, a self-reinforcing feedback loop of higher refinancing rates and defaults did not ensue. The reaction from other EM currencies and equity markets has been rather constructive, despite the wholesale liquidation in Russian assets (Chart 5). As adjustment mechanisms, currencies are good at sniffing out the risk of contagion. That is not the case yet. Finally, the DXY and the RUB have already decoupled, as they did in previous episodes of a Russian invasion (Chart 6). In the past, this was a good indication that the event was localized, even though the RUB only bottomed after falling 35% and 47% in 2008 and 2014, respectively. While the risk today can be characterized as much greater, this dynamic remains the same (the dollar is up only 1.6% since the incursion).  Chart 5Spot The Outlier Spot The Outlier Spot The Outlier Chart 6The Dollar And Rouble Have Already Decoupled The Dollar And Rouble Have Already Decoupled The Dollar And Rouble Have Already Decoupled What is clear is that the longer the conflict lasts, the less likely it is that the Fed will deliver the aggressive rate hikes originally priced by the market this year. This will keep US policy very accommodative, at a time when the real fed funds rate is still well below estimates of neutral (Chart 7). Chart 7The Fed Is Still Very Accomodative The Fed Is Still Very Accomodative The Fed Is Still Very Accomodative The message from the Bank of Canada this week could be a model for other central banks, where quantitative tightening (QT) and rate hikes complement each other. This could signal a slower pace of hikes than the market expects and, in turn, could help lead to a steeping of yield curves, especially as growth eventually recovers. Applying The Russian Template The bigger question for currency markets longer term is what happens to foreign holders of US assets when the dust settles. Russian holdings of US Treasurys peaked during the Georgian war and have since fallen to nearly 0% of total reserves (Chart 8). This has been replaced by gold, RMB assets, euro assets, and other currencies. With US geopolitical rivals having seen how vulnerable the Russian economy has been to a cut-off from the SWIFT messaging system, currency alliances outside the scope of the dollar are likely to solidify. China is the number one contributor to the US trade deficit, which is hitting record lows. It is also the largest holder of US Treasurys, which it continues to destock. This could be a subtle retaliation against past US policies, or perhaps a way to make room for the internationalization of the RMB (Chart 9). What is clear is that nations getting cutoff from the US financial system can only accelerate this trend. Chart 8Template For US Geopolitical Rivals? Template For US Geopolitical Rivals? Template For US Geopolitical Rivals? Chart 9China Has Stopped Recycling Surpluses Into Treasurys China Has Stopped Recycling Surpluses Into Treasurys China Has Stopped Recycling Surpluses Into Treasurys From a broader perspective, the process of reserve diversification out of US dollars, into other currencies has been accelerating in recent years. International Monetary Fund (IMF) data shows that the global allocation of foreign exchange reserves to the US dollar peaked at about 72% in the early 2000s and has been in a downtrend ever since. Meanwhile, allocations to other currencies as well as gold have been surging. Ever since the trend began to accelerate in 2015, the DXY has been unable to sustainably punch through the 100 level (Chart 10). Chart 10The DXY: 100 Is The Line In The Sand The DXY: 100 Is The Line In The Sand The DXY: 100 Is The Line In The Sand Portfolio Strategy Deflationary shocks tend to be bullish for US Treasurys and the dollar. An inflationary dislocation will push investors towards gold (and currencies that act as an inflation hedge such as the NOK, CAD, AUD, and NZD). So far, the market seems to be betting on stagflation, where both Treasury yields and gold rise in tandem (Chart 11). The response of the Federal Reserve will be the key arbiter. A growth slowdown arising from the pandemic will slow the pace of rate hikes. As such, rising inflation and low real yields will reduce the appeal of US Treasurys and boost the appeal of gold in the near term. Historically, this has been bearish for the US dollar (Chart 12). Chart 11Competing Safe-Haven Assets Have Diverged Competing Safe-Haven Assets Have Diverged Competing Safe-Haven Assets Have Diverged Chart 12The Bond-To-Gold Ratio And The Dollar The Bond-To-Gold Ratio And The Dollar The Bond-To-Gold Ratio And The Dollar In our portfolio, we have two trades: A short CHF/JPY position, as we believe the yen will be a better hedge than the franc given higher real rates in Japan; and a long EUR/GBP position, given that the euro is closer to pricing in a recession, compared to the pound (or even the Canadian dollar). We will adjust our positions accordingly as the crisis unfolds.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Footnotes 1 These included the Bank of Canada, the Bank of Japan, the Bank of England, the European Central Bank, and the Swiss National Bank. 2 These include the Reserve Bank of Australia, the Banco Central do Brasil, the Danmarks Nationalbank (Denmark), the Bank of Korea, the Banco de Mexico, the Norges Bank, the Reserve Bank of New Zealand, the Monetary Authority of Singapore, and the Sveriges Riksbank. Trades & Forecasts Strategic View Tactical Holdings (0-6 months) Limit Orders Forecast Summary

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

Executive Summary 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

Dear client, In addition to this weekly report, we sent you a Special Report from our Geopolitical Strategy service, highlighting the risk from the Russo-Ukrainian conflict. Kind regards, Chester Executive Summary The Ukraine crisis will lead to a period of strength for the DXY. Countries requiring foreign capital will be most at risk from an escalation in tensions. Portfolio flows have reaccelerated into the US, on the back of a rise in Treasury yields. This will be sustained in the near term. The euro area on the other hand has already witnessed significant portfolio outflows, on the back of Russo-Ukrainian tensions and an energy crisis. Countries with balance of payment surpluses like Switzerland and Australia are good havens amidst the carnage. Oil-producing countries such as Norway and Canada have also seen an improvement in their balance of payments, on the back of a strong terms-of-trade tailwind. This will be sustained in the near term. Balance Of Payments Across The G10 The Ukraine Crisis And Balance Of Payments The Ukraine Crisis And Balance Of Payments Bottom Line: The dollar is king in a risk-off environment. That said, the US and the UK sport the worst balance of payments backdrops, while Norway, Switzerland, and Sweden have the best. This underpins our long-term preference for Scandinavian currencies in an FX portfolio. In the near term, we think the DXY will peak near 98-100, but volatility will swamp fundamental biases. Feature Chart 1The US Runs A Sizeable Deficit The Ukraine Crisis And Balance Of Payments The Ukraine Crisis And Balance Of Payments The Russia-Ukraine conflict continues to dictate near-term FX movements. With Russia’s invasion of Ukraine, the risk of escalation and/or a miscalculation has risen. FX volatility is increasing sharply, and with it, the risk of a further selloff in currencies dependent on foreign capital inflows. As a reserve currency, the dollar has also been strong. It is difficult to ascertain how this imbroglio will end. However, in this week’s report, we look at which currencies are most vulnerable (and likely to stay vulnerable) from a balance of payments standpoint. Chart 1 plots the basic balance – the sum of the current account balance and foreign investment – across G10 countries. It shows that at first blush, Norway, Switzerland, Sweden, and Australia are the most resilient from a funding standpoint, while New Zealand, the UK, and the US are the most vulnerable. In Chart 2, we rank G10 currencies on eight different criteria: The basic balance, which we highlighted above. Real interest rate differentials, using the 10-year tenor and headline inflation. Relative growth fundamentals, as measured by the Markit manufacturing PMI. Three fair value models which we use in-house. The first is our Purchasing Power Parity model, which adjusts consumption basket weights across the G10 to reflect a more apples-to-apples comparison. The second is our long-term fair value model (LTFV), which adjusts for productivity differentials between countries; and the final is our intermediate-term timing model (ITTM), which separates procyclical from safe-haven currencies by including a risk factor such as corporate spreads. All three models are equally weighted in our rankings. The net international investment position (NIIP), which highlights currencies that are most likely to witness either repatriation flows or a positive income balance in the current account. Finally, net speculative positioning, which tells us which currencies have crowded long positions, and which ones sport a consensus sell. Chart 2The Scandinavian Currencies Are Attractive The Ukraine Crisis And Balance Of Payments The Ukraine Crisis And Balance Of Payments The conclusions from this chart are similar to our basic balance scenario – NOK, SEK, AUD, CHF, and JPY stand out as winners while GBP, NZD, and USD are the least attractive. The US dollar is a special case given its reserve currency status, with a persistent balance of payments deficit. The rise in the greenback amidst market volatility is a case in point. However, portfolio flows into the dollar also tend to be cyclical, so a resolution in the Ukraine/Russia conflict will put a cap on inflows. Equity portfolio flows had dominated financing of the US current account deficit but are relapsing (Chart 3). Bond portfolio flows have rebounded on the back of rising US yields, but US TIPS yields remain very low by historical standards (Chart 4). If they do not improve much further, specifically relative to other developed markets, it will be tough to justify further inflows into US Treasurys. Chart 3Equity Portfolio Flows Into The US Are Relapsing Equity Portfolio Flows Into The US Are Relapsing Equity Portfolio Flows Into The US Are Relapsing Chart 4Bond Portfolio Flows Into The US Are Strong Bond Portfolio Flows Into The US Are Strong Bond Portfolio Flows Into The US Are Strong In this week’s report, we look at the key drivers of balance of payments dynamics across the G10, starting with the US, especially amidst a scenario where the forfeit of foreign capital could come to the fore. United States Chart 5US Balance Of Payments US Balance Of Payments US Balance Of Payments The US trade deficit continues to hit record lows at -$80.7 billion for the month of December. Over the last few years, it has become increasingly difficult to fund this widening trade deficit via foreign purchases of US Treasurys. A positive net income balance has allowed a slower deterioration in the US current account balance, though at -$214.8 billion for Q3, it remains close to record lows. The overall picture for both the trade and current account balance is more benign as a share of GDP, given robust GDP growth (Chart 5). That said, as a share of GDP, the trade balance stands at -3.5%, the worst in over a decade. Foreign direct investment into the US has been improving of late. This probably reflects an onshoring of manufacturing, triggered by the Covid-19 crisis. That said, despite this improvement, the US still sports a negative net FDI backdrop. In a nutshell, the basic balance in the US (the sum of the current account and foreign direct investment) is still deteriorating. The dollar tends to decline on a multi-year basis when the basic balance peaks and starts worsening.       Euro Area Chart 6Euro Area Balance Of Payments Euro Area Balance Of Payments Euro Area Balance Of Payments The trade balance in the euro area has significantly deteriorated in recent quarters, on the back of an escalating energy crisis. Russia’s invasion of Ukraine marks the cherry on top. On a rolling 12-month basis, the trade surplus has fallen to 1% of GDP (Chart 6). This is particularly telling since for the month of December, the trade balance came in at €-4.6 billion, the worst since the euro area debt crisis. The current account continues to post a surplus of 2.6% of GDP, on the back of a positive income balance. However, FDI inflows are relapsing. After about two decades of underinvestment in the euro area, FDI inflows were at their highest level, to the tune of about 2% of GDP in 2021. Those have now completely reversed on the back of uncertainty. The combination of an energy crisis and dwindling FDI is crushing the euro area’s basic balance surplus. A rising basic balance surplus has been one of the key pillars underpinning a bullish euro thesis. Should the deterioration continue, it will undermine our longer-term bullish stance on the euro. It is encouraging that portfolio investments have turned less negative in recent quarters, as bond yields in the euro area are rising. Should this continue, it will be a good offset to the deterioration in FDI.   Japan Chart 7Japan Balance Of Payments Japan Balance Of Payments Japan Balance Of Payments Like the euro area, the trade balance in Japan continues to be severely hampered by rising energy imports. The trade deficit in January deteriorated to a near record of ¥2.2 trillion, even though export growth remained very robust. Income receipts from Japan’s large investment positions abroad continue to buffer the current account, but a resolution to the energy crisis will be necessary to stem Japan’s basic balance from deteriorating (Chart 7). The process of offshoring has sharply reversed since the Covid-19 crisis. While FDI is still deteriorating, it now stands at -2.4% of GDP, compared to -4.3% just before the pandemic. Net portfolio investments are also accelerating, especially given the rise in long-term interest rates in Japan, positive real rates, and the value bias of Japanese equities. We are buyers of the yen over the long term, but a further rise in global yields and energy prices are key risks to our view.             United Kingdom Chart 8UK Balance Of Payments UK Balance Of Payments UK Balance Of Payments The UK has the worst trade balance in the G10, and the picture has not improved much since the pandemic (currently at -6.7% of GDP). Similar to both the euro area and Japan, much of the drag on the trade balance has been due to rising import costs from energy and fuels. This puts the UK at risk of an escalation in the conflict between Ukraine and Russia. Meanwhile, the improvement in the income balance over the last few years has started to deteriorate, as transfer payments under the Brexit withdrawal agreement kick in. As a result, the current account balance is deteriorating anew (Chart 8). Both portfolio and direct investment in the UK were robust in the post-Brexit environment but have started to deteriorate. This is critical since significant foreign investment is necessary to boost productivity in the UK and prevent the pound from adjusting much lower. With bond yields in the UK rising, and the FTSE heavy in cyclical stocks, this should limit further deterioration in the UK’s financial account. A significant drop in the estimated path of settlement payments for Brexit will also boost the income balance. The key for the pound over the coming years remains how fast the UK can improve productivity, which will convince foreign investors that the return on capital for UK assets will increase. Canada Chart 9Canada Balance Of Payments Canada Balance Of Payments Canada Balance Of Payments Canada’s domestic economy has been relatively insulated from the geopolitical shock in Europe, but its export sector is benefiting tremendously from it. Rising oil prices are boosting Canadian terms of trade. As a result, the current account has turned into a surplus for the first time since 2009, in part driven by an improving trade balance (Chart 9). Outside of trade, part of the improvement in the Canadian current account balance is specifically driven by income receipts from Canada’s positive net international investment position. At C$1.5 trillion, income receipts are becoming an important component of the current account balance. Foreign direct investment into Canada continues to remain robust, given strong commodity prices. This is boosting our basic balance measure, which today sits at a surplus of 2.4% of GDP and should continue to improve. Finally, because of Canada’s improving balance-of-payments backdrop, it is no longer reliant on foreign capital as it had been in the past, which supports the loonie.         Australia Chart 10Australia Balance Of Payments Australia Balance Of Payments Australia Balance Of Payments Australia continues to sport the best improvement in both its trade and current account balances over the last few years. As a result, the basic balance has eclipsed 4% of GDP for the first time since we have been measuring this series (Chart 10). The story for Australia remains improving terms of trade, specifically in the most desirable commodities – copper, high-grade iron ore, liquefied natural gas, and to a certain extent, high-grade coal. Foreign direct investment in Australia has eased significantly. Investment in projects in the resource space are now bearing fruit, easing the external funding constraint. Meanwhile, domestic savings can now be easily recycled for sustaining capital investment. In fact, foreign direct investment turned negative in Q4 2021. This also explains the drop in net portfolio investment since Australians now need to build a positive net international investment position. We have a limit buy on the Aussie dollar at 70 cents, as we are bullish the currency over a medium-term horizon.         New Zealand Chart 11New Zealand Balance Of Payments New Zealand Balance Of Payments New Zealand Balance Of Payments For the third quarter of 2021, New Zealand’s current account balance hit record lows, despite robust commodity (agricultural) prices. Imports of fertilizers, crude oil, and vaccines have led to a widening trade deficit. A drop in the exports of wood also affected the balance. With a negative net international investment position of about 48% of GDP, the income balance also subtracted from the current account total (Chart 11). From a bigger-picture perspective, New Zealand’s basic balance has been negative for many years, as coupon and dividend payments to foreign investors, as well as valuation adjustments from net foreign liabilities, have kept the current account in structural deficit. However, as the prices of key agricultural goods head higher, New Zealand can begin to benefit from a terms-of-trade boom that will limit its external funding requirement. In that respect, portfolio investments are also improving. New Zealand has the highest bond yield in the G10, on the back of the highest policy rate so far (the RBNZ raised interest rates again this week). New Zealand’s defensive equity market has also corrected sharply amidst the general market riot. As such, foreign investors could begin to favor this market again based on high yields and a reset in valuations. Going forward, New Zealand should continue to see further improvement in its basic balance relative to the US, supporting the kiwi. Switzerland Chart 12Switzerland Balance Of Payments Switzerland Balance Of Payments Switzerland Balance Of Payments The Swiss trade balance remains in a structural surplus, with a post Covid-19 boom that has led a new high as a share of   GDP (Chart 12). Global trade has been rather resilient due to high demand for goods. While Switzerland has a large net international investment position, income flows this quarter were hampered by servicing costs for foreign direct investments. The net international investment position did improve by CHF27 billion on a quarter-over-quarter basis in Q3, on the back of a net increase in foreign asset purchases. Currency movements also had little impact on the portfolio in Q3, which is atypical. The SNB will always have to contend with a structural trade surplus that puts upward pressure on the currency. This will keep the Swiss franc well bid, especially in times of crisis when the positive balance-of-payments backdrop makes the CHF a safe haven.             Norway Chart 13Norway Balance Of Payments Norway Balance Of Payments Norway Balance Of Payments Q3 2021 saw a strong recovery in Norway’s trade account that is likely to carry over to this year. A recovery in crude oil and natural gas prices was a welcome boon. The lack of tourism also boosted the services account (Norwegians travel and spend less abroad than foreigners visiting Norway). The ongoing electricity crisis in Europe was also an opportune export channel for Norway, which for the first time, opened its 450-mile-long, 1400-megawatt North Sea cable link to the UK. Positive income flows also benefit the current account and the krone (Chart 13). With one of the largest NIIPs in the world heavily skewed towards equity dividends, the NOK benefits when yields rise, even though the domestic fixed-income market is highly illiquid. While a resolution of the Russian-Ukrainian crisis could sap the geopolitical risk premium from oil, the reopening of the global economy will benefit Norwegian exports of oil and gas. Tepid investment in global oil and gas exploration will also ensure Norway’s terms of trade remain robust.       Sweden Chart 14Sweden Balance Of Payments Sweden Balance Of Payments Sweden Balance Of Payments The Swedish current account balance has deteriorated slightly in the last few quarters, on the back of supply-side bottlenecks. Particularly, exports of cars have been hampered amidst a semiconductor shortage. That said, the primary income surplus remains a key pillar of the current account, keeping the basic balance at a healthy surplus of about 6% of GDP (Chart 14). Portfolio inflows into Sweden have dwindled, like most other European economies. If this has been due to geopolitical tensions in Europe, it will eventually prove to be fleeting. That said, the Riksbank remains one of the most dovish in the G10 and the OMX is also one of the most cyclical stock markets, which may have spooked short-term foreign investments. The Swedish krona has been the weakest G10 currency year-to-date. Given that we expect most of the headwinds to be temporary, and the basic balance backdrop remains solid, we will go long SEK versus both the euro and the US dollar.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Trades & Forecasts Strategic View Cyclical Holdings (6-18 months) Tactical Holdings (0-6 months) Limit Orders Forecast Summary

Highlights The Russian invasion of Ukraine is a geopolitical incident that is likely to be limited in scope. A wholesale energy cutoff to Europe is the chief risk to global economic activity, but the sanction response from the US and EU does not point to this outcome. This implies that a large geopolitical risk premium may linger over the very near term, but that equities and other risk assets will ultimately recover. We continue to expect above-trend growth and above-target inflation in the US and other developed economies this year. Q1 growth in the US is likely to be closer to 4% after removing the effect of changing inventories, and incoming information still points to the view that the pandemic will continue to recede in importance over the coming several months. Given the magnitude of the rise in consumer prices in the US and other developed economies, above-trend growth also underpins the significantly hawkish monetary policy shift that has recently occurred. There are legitimate arguments in favor of a very aggressive pace of Fed tightening. Still, our view is that seven rate hikes from the Fed over the coming 12 months is likely too aggressive: A peak in headline inflation over the coming months will help restrain longer-term household inflation expectations, the surge in wage growth continues to reflect pandemic-driven labor market distortions that could unwind, and a significant further flattening of the yield curve – despite likely being a false signal of a recession – would probably cause a temporary period of tighter financial conditions that the Fed would respond to. We believe it is likely that the Fed will initially seek to raise interest rates at a pace that is in line with current market pricing, but that it will likely slow the pace at some point beyond the next 3-4 months. As such, we expect that the Fed will ultimately end up raising interest rates 5 or 6 times over the coming year, less than investors currently expect. The case for aggressive ECB hikes was weak even before Russia’s invasion of Ukraine. European core inflation is nowhere near as strong as it is in the US, and nominal output in the euro area has not yet recovered to its pre-pandemic trend (in heavy contrast to the US). Russia’s invasion has caused a disruption of natural gas flows that will keep European gas prices at elevated levels, and aggressive tightening in response risks repeating the mistakes the ECB made in 2008 and 2011 when it raised rates in the face of an ultimately deflationary supply shock. On a 6-12 month time horizon, we are only likely to recommend downgrading global stocks once 5-year/5-year forward US Treasury yields break above 2.5%, barring a more severe shock to global economic activity from the Ukrainian crisis than currently appears likely. On Russia’s Invasion Of Ukraine Yesterday, BCA Research published a Special Alert in response to Russia’s invasion of Ukraine.1 In the report, we outlined Russia’s motivation for invading, and noted that it will not withdraw troops until it has changed the government and seized key territories – such as coastal regions to ensure the long-term ability to blockade the country. Crucially, we noted that while the US and EU will levy sweeping sanctions against Russia, that the EU would not halt Russian energy exports. We regard the decision to maintain Russia’s access to the SWIFT system as consistent with that view. Given this, we believe that the Russian invasion of Ukraine is a geopolitical incident that is likely to be limited in scope. A wholesale energy cutoff to Europe is the chief risk to global economic activity, but the sanction response from the US and EU does not point to this outcome. This implies that a large geopolitical risk premium may linger over the very near term, but that growth, inflation, and monetary policy will ultimately return as the drivers of equities and other risk assets over the coming weeks and months. Beyond Ukraine: Growth, Inflation, And Monetary Policy In The DM World Chart I-1Recent US Data Has Looked Smoewhat Stagflationary Recent US Data Has Looked Smoewhat Stagflationary Recent US Data Has Looked Smoewhat Stagflationary BCA Research presented three possible growth and inflation scenarios for this year in our 2022 Annual Outlook report. Our base case scenario, to which we assigned 60% odds, was one of above-trend growth and above-target inflation. We assigned 30% odds to a “stagflation-lite” scenario of above-target inflation with below-trend growth, and a 10% chance of a recession. Since we published our Annual Outlook, we raised the odds of the second, stagflation-lite scenario – mostly due to the impact that the Omicron variant of COVID-19 could have on the Chinese supply chain. But until recently, US economic data was also looking somewhat stagflationary: US real GDP only grew at a 2.3% annualized basis in Q3, and the strong Q4 number was mostly boosted by inventories. Real goods spending has slowed over the past few months without a major increase in services spending, and US auto production continues to be restrained by semiconductor shortages (Chart I-1). Supply-side constraints on production and spending have occurred against the backdrop of a significant acceleration in US consumer prices, the combination of which seemingly points more to the second growth and inflation scenario that we outlined, rather than our base case. However, our view is that above-trend growth in the US and other developed economies remains the most likely outcome this year, even given ongoing supply-side constraints and Russia’s invasion of Ukraine. In addition to the sizeable amount of excess savings that have been accumulated during the pandemic and the enormous increase in household net worth that has occurred over the past two years, two other factors point to above-trend DM growth. In the US, following the release of the January retail sales report, the Atlanta Fed GDPNow model is forecasting below-trend growth for Q1, but with a -2.3% contribution from the change in private inventories. Chart I-2 highlights that the Atlanta Fed’s model is projecting 3.6% annualized growth in Q1 of final sales of domestic product, a measure of GDP that excludes the effect of changing inventories (whose contribution to growth averages to zero over time). This would be above the trend rate of real GDP growth, and would represent an acceleration relative to the past few quarters. Beyond the next few months, the other factor pointing to above-trend growth is the indication that the pandemic will indeed continue to recede in importance over the course of the year, in line with what we laid out in our Annual Outlook. Chart I-3 highlights that the Omicron-driven surge in hospitalizations in G7 countries has been short-lived, and Chart I-4 highlights that deliveries of Pfizer’s anti-viral treatment Paxlovid, while still in their early stages, have begun. Chart I-2Q1 US Economic Growth Likely To Be Above-Trend Q1 US Economic Growth Likely To Be Above-Trend Q1 US Economic Growth Likely To Be Above-Trend Chart I-3Hospitalizations Are Falling Sharply Hospitalizations Are Falling Sharply Hospitalizations Are Falling Sharply In a recent study, Paxlovid was found to have an 89% efficacy in preventing COVID hospitalizations and deaths, with less serious adverse events or discontinuations than the placebo group.2 Its high effectiveness against all SARS-CoV-2 variants suggests that its increased deployment over the course of the year should significantly reduce the impact of COVID-19 on the medical system as well as lower the fear of the disease amongst consumers, even as new variants of the virus emerge and spread around the world. Consequently, it is likely that the output gap in advanced economies will turn positive this year despite ongoing supply-side constraints unless Russian energy exports to the EU are ceased, triggered either by a European boycott or a Russian embargo. Prior to Russia’s invasion, consensus growth expectations implied above-trend growth for this year (Chart I-5), which we see as consistent with the base case growth and inflation view that we presented in our Annual Outlook if Russian energy exports continue. However, given the magnitude of the rise in consumer prices in the US and other developed economies, above-trend growth also underpins the significantly hawkish monetary policy shift that has occurred over the past 2 months. Chart I-5We Agree With Consensus Expectations For Growth This Year We Agree With Consensus Expectations For Growth This Year We Agree With Consensus Expectations For Growth This Year Chart I-4US Paxlovid Deliveries Are Creeping Higher US Paxlovid Deliveries Are Creeping Higher US Paxlovid Deliveries Are Creeping Higher   The Case For, And Against, Aggressive Fed Tightening Just since the beginning of the year, investors have moved to price in an additional 100 basis points of rate hikes from the Fed (Chart I-6). Earlier this month, comments by St. Louis Fed President James Bullard signaling his desire for a full percentage point of interest rate hikes by July had a sizeable effect on US Treasury yields, with market participants still pricing in meaningful odds of a 50 basis point rate hike in March despite recent pushback from key Fed officials and Russia’s invasion of Ukraine. Chart I-6The Monetary Policy Outlook Has Shifted Rapidly In A Hawkish Direction The Monetary Policy Outlook Has Shifted Rapidly In A Hawkish Direction The Monetary Policy Outlook Has Shifted Rapidly In A Hawkish Direction Last year, The Bank Credit Analyst service warned on several occasions that a return to maximum employment was likely to occur faster than investors expected, and that a hawkish shift from the Fed was probable. We noted in our July report that the cumulative odds of a rate hike by some point in Q2 2022 were close to 40%,3 and in our September Special Report we reinforced the view that a mid-2022 rate hike was likely.4 Still, even relative to our (then) comparatively hawkish expectations, the monetary policy outlook has shifted very aggressively towards more and earlier rate hikes. This shift has partially occurred due to the labor market dynamics that we projected last year, but also due to a significant broadening of inflation over the past four months. Chart I-7 highlights that the 6-month rate of change in US core CPI excluding cars and COVID-impacted services was not meaningfully different in October than it was in the latter half of late-2019, in heavy contrast to overall headline and core inflation. However, over the past four months this measure has accelerated by 175 basis points, highlighting that inflationary pressures are becoming broader – and that an earlier and more forceful response from the Fed may be warranted. Chart I-7US Inflation Has Broadened, And Quickly So US Inflation Has Broadened, And Quickly So US Inflation Has Broadened, And Quickly So Does the broadening in US inflationary pressure that has occurred over the past few months justify the seven rate hikes currently expected by investors over the coming year? We present the detailed case for and against that view below, and conclude that seven rate hikes over the coming 12 months is likely too aggressive. The Case For Aggressive Tightening The most prominent argument in favor of aggressive Fed rate hikes is not just to slow the pace of inflation, but to address the fact that broadening inflationary pressures risk unanchoring inflation expectations. As we discussed in our January 2021 Special Report,5 inflation is determined not just by the output gap, but as well by inflation expectations. Economic slack, changes in imported goods prices, and idiosyncratic shocks all cause core inflation to cyclically fluctuate, but those fluctuations are relative to a level that is determined by inflation expectations – not the Fed’s inflation target. It is only if inflation expectations are consistent with the Fed’s target that actual inflation will equal that target, abstracting from the business cycle and other distorting events. A deeply negative output gap for several years following the global financial crisis caused inflation expectations to be vulnerable to shocks, and the collapse in oil prices in 2014 served as a large enough surprise that expectations unanchored to the downside. This event ultimately motivated the Fed’s introduction of its average inflation targeting policy, but Chart I-8 highlights that inflation expectations are no longer chronically low and that they may unanchor to the upside without meaningfully tighter monetary policy. A temporary period of higher food prices stemming from Russia’s invasion of Ukraine also raises the risk of unanchored inflation expectations among households. The second argument in favor of aggressive Fed rate hikes is that the unemployment rate has essentially fallen back to its pre-pandemic level, and median wage growth has already risen to its strongest level in 20 years (Chart I-9). Given that a large amount of excess savings and a very significant wealth effect are likely to continue to support aggregate demand, the inference is that overall wage growth may accelerate significantly further as the unemployment rate continues to fall. Chart I-8Inflation Expectations Are No Longer Depressed Inflation Expectations Are No Longer Depressed Inflation Expectations Are No Longer Depressed Chart I-9Wage Growth Has Risen Very Significantly Wage Growth Has Risen Very Significantly Wage Growth Has Risen Very Significantly The third argument in favor of rapid tightening is that the natural/neutral rate of interest is likely higher than both investors and the Federal reserve believe, meaning that monetary policy is even easier today than is generally recognized. We have written about this issue at length: in March 2020 we explained why the most cited measure of “R-star” was wrong,6 and noted in our April 2021 Special Report why we no longer believe that a gap between interest rates and trend rates of economic growth are justified. This perspective also suggests that investors should look past the quasi-recessionary signal currently being flagged by the 2/10 yield curve, as curve inversion is likely to be a false signal of a recession – as it was in 2019 (see Box I-1). BOX I-1 The Sino-US Trade War, The Yield Curve, And The COVID-19 Pandemic The US yield curve has historically provided a highly reliable signal of the likelihood of a recession. Investors have taken an inverted yield curve as a sign that short-term interest rates have risen to a level that is not likely to be sustained over the longer term, meaning that monetary policy has become tight. An inverted yield curve has indeed preceded several US recessions, although its track record at predicting contractions globally has been less reliable. While it is a counterfactual assertion, we believe that the yield curve provided a false signal when it inverted in 2019. Clearly the inversion did not predict the COVID-19 pandemic; the question is whether the US would have experienced a recession had the pandemic not occurred. In our view, the evidence does not point to that conclusion. Charts I-B1 and I-B2 highlight that the yield curve responded to an economic slowdown that was mostly caused by the Sino-US trade war, as well as an ongoing slowdown in Chinese credit growth and economic activity. It does not appear to have occurred due to interest rates having risen to a level that would be unsustainable absent these non-monetary shocks. Chart I-B1The Yield Curve Inverted Well After The Trade War Hit… March 2022 March 2022 Chart I-B2…And The Economy Started Improving After The Inversion March 2022 March 2022 In addition, the signal from the yield curve lagged that of the equity market: Chart I-B1 highlights that the US equity market fell just shy of 20% eleven months before the yield curve inverted. In fact, stock prices were rising sharply just prior to the emergence of the pandemic in response to expectations of monetary easing and the Phase I US trade deal, and the US Markit manufacturing and services PMIs were also turning up. None of these signs point to the likelihood of a contraction in US output had the COVID-19 pandemic not emerged. The key point for investors is that an inversion of the yield curve, were it to occur over the coming 12-18 months, would not necessarily signal a recession unless it were coupled with a major non-monetary shock. It would, however, be significant from a strategy standpoint, as the Fed would likely take it as a sign of tightening financial conditions. The Case Against Aggressive Fed Action Chart I-10Inflation Expectations Have Risen, But Are Not Out Of Control Inflation Expectations Have Risen, But Are Not Out Of Control Inflation Expectations Have Risen, But Are Not Out Of Control There are several counterpoints to the arguments noted above, as well as a few additional reasons to suggest that 7 rate hikes over the coming year is too aggressive. First, on the issue of inflation expectations, while it is true that expectations are no longer chronically low, longer-term expectations have not yet exceeded their pre-global financial crisis (GFC) range (Chart I-10). In addition, despite the temporary spike in energy and food prices stemming from Russia’s invasion of Ukraine, headline inflation is likely to peak at some point over the coming months, which will act to restrain longer-term household inflation expectations. Importantly, inflation is likely to peak even without any Fed tightening. A comparison of the recent pace of advance in both headline and core CPI suggests that the former has up to 200 basis points of downside if crude oil prices remain at $100/bbl. Our Commodity & Energy Strategy team expects that Russia’s invasion of Ukraine will prompt increased production from core OPEC producers to reduce the elevated risk premium and allow refiners to boost inventories. We now expect Brent oil to average $85/bbl in the second half of 2022, implying eventual deflation from energy prices and a slowdown in the pace of advance in headline CPI over the coming months – potentially below that of core. That would represent a very significant easing in headline inflation relative to current levels, and we do not expect that long-term household expectations for inflation would rise much further in such a scenario. The easing in the prices paid component of the ISM manufacturing index also points to an imminent peak in headline inflation and, by extension, household inflation expectations (Chart I-11). Second, while it is true that overall wage growth has recently accelerated quite significantly, it is still the case that this is being driven by the lowest-paid workers. Chart I-12 highlights that 1st and 2nd quartile wage growth are between 0.4-1.2% higher than they were prior to the pandemic, but that 3rd and 4th quartile wage growth is either the same or lower. Chart I-12Lower-Pay Wage Inflation Is Due To The Pandemic... Lower-Pay Wage Inflation Is Due To The Pandemic... Lower-Pay Wage Inflation Is Due To The Pandemic... Chart I-11The Prices Paid Components Of Manufacturing PMIs Also Points To Lower Headline Inflation The Prices Paid Components Of Manufacturing PMIs Also Points To Lower Headline Inflation The Prices Paid Components Of Manufacturing PMIs Also Points To Lower Headline Inflation   This surge in wages for low-paid workers largely reflects pandemic-driven labor market distortions, rather than excess demand. Chart I-13 highlights that real US services spending remains close to 5% below its pre-pandemic trend, and Table I-1 highlights that the leisure & hospitality industry now accounts for the vast majority of the jobs gap relative to pre-pandemic levels. Chart I-14 also highlights that while the leisure & hospitality jobs gap is smaller in red states than in blue states (which may be disproportionately affected by lost services jobs in central business districts due to work-from-home policies), it is still larger today that it was during the depths of the 2008/2009 recession. Chart I-13...Not Excessive Services Demand ...Not Excessive Services Demand ...Not Excessive Services Demand The key takeaway from Table I-1 and Charts I-13 and I-14 is that rising 1st and 2nd quartile wage growth is being caused by labor scarcity in low paying industries, which we attribute to the fact that working conditions in these jobs became more difficult during the pandemic and the fact that many of these positions involve close contact with customers. And clearly, raising interest rates will not hasten the return of leisure & hospitality workers to the labor market.   Table I-1Leisure & Hospitality And Education Now Make Up Almost All Of The US Jobs Gap March 2022 March 2022 Chart I-14The Leisure & Hospitality Employment Gap Does Not Seem Related To Work-From-Home Trends The Leisure & Hospitality Employment Gap Does Not Seem Related To Work-From-Home Trends The Leisure & Hospitality Employment Gap Does Not Seem Related To Work-From-Home Trends Third, even though we think the natural/neutral rate of interest is higher than both investors and the Federal reserve believe and that the yield curve provided a false signal of a recession in 2019, a significant further flattening of the yield curve would probably cause a tightening in financial conditions, at least for a time. The Fed is unlikely to be dissuaded from raising rates due to a valuation-driven decline in equity prices, but it is likely to respond to market-based signals of a material slowdown in economic activity – even if those signals ultimately prove to be false. The yield curve is an important reflection of how far bond investors believe the economic cycle has progressed (Chart I-15), and an increase in short-term interest rates at the pace that investors are currently expecting would flatten the 2/10 yield curve very close to (or into) negative territory. It seems likely that a rapid flattening in the curve would precipitate a growth scare in financial markets for a time, leading to falling equity prices (due to concerns about earnings, not just valuation), a rising US dollar, and a widening in corporate credit spreads. Chart I-15For The Fed, The Yield Curve Is An Important Market Indicator Of A Recession For The Fed, The Yield Curve Is An Important Market Indicator Of A Recession For The Fed, The Yield Curve Is An Important Market Indicator Of A Recession To conclude on this point, the Fed will feel that it is justified in hiking rates aggressively while inflation is well above its target levels and the unemployment rate is low and falling, but it is likely to change this assessment if financial markets begin to behave in a way that signals a rising risk of a significant slowdown in jobs growth. That would lead to a tactical period of weakness for risky asset prices, but it would ultimately be cyclically positive if the Fed revises its pace of tightening to a rate that is slower than investors currently expect. Our View Netting out the arguments presented above, the Fed may initially seek to raise interest rates at a pace that is in line with current market pricing, but it will likely slow that pace at some point beyond the next 3-4 months. As such, we expect that the Fed will ultimately end up raising interest rates 5 or 6 times over the coming year, less than investors currently expect. Our view also has important implications for the euro area interest rate outlook, given the significantly weaker case for aggressive ECB action that existed even before Russia’s invasion of Ukraine. A Flimsy Case For Aggressive ECB Rate Hikes, Even Before Russia’s Invasion Chart I-16The European Inflation Situation Is Not As Bad As In The US The European Inflation Situation Is Not As Bad As In The US The European Inflation Situation Is Not As Bad As In The US At the early-February ECB meeting, President Christine Lagarde signaled a more hawkish outlook for euro area monetary policy than investors had been expecting. Since the beginning of the year, the OIS market has moved to price-in roughly 70 bps of hikes over the coming 12 months, German 2-year bund yields have risen 20 basis points, and 10-year yields have risen back into positive territory. Italian and Greek 10-year yield spreads (relative to Bunds) have risen by 35 and 90 basis points, respectively. From our perspective, investors are pricing a too-aggressive path for the ECB policy rate, and we would probably characterize an ECB decision to raise rates in line with current market expectations as a policy mistake. As highlighted in a recent report by my colleague Mathieu Savary, BCA’s Chief European Strategist, several arguments support this view. First, Chart I-16 highlights that euro area core inflation is running at a considerably slower rate than headline inflation or core inflation in the US, and that our core inflation diffusion index for the euro area has peaked. It is true that core inflation is much higher in Germany than in other key euro area economies, and it is also true that aggregate euro area core inflation is above the ECB’s 2% target. But high German core inflation is seemingly driven by particularly acute passthrough effects from high natural gas prices, and recent IMF research underscores that over half of the increase in German manufacturing price inflation has occurred due to supply shocks rather than demand (Chart I-17). Chart I-18 shows that expectations for euro area inflation and actual wage growth do not, in any way, suggest that the ECB’s 2% target is under threat, underscoring that aggressive tightening over the coming several months risks repeating the mistakes the ECB made in 2008 and 2011 when it tightened policy in the face of an ultimately deflationary supply shock. Chart I-17German Core Inflation Is Being Disproportionately Driven By Supply Shocks March 2022 March 2022 The second argument is that nominal output in the euro area has not yet recovered to its pre-pandemic trend, in heavy contrast to the US (Chart I-19). This is particularly true for Italy and Spain, and reflects the nature of the euro area fiscal response to the COVID-19 pandemic. Chart I-20 highlights that the cumulative growth in euro area disposable income has been lower than what would have been expected absent the pandemic, unlike what occurred in the US and Canada – two countries that provided sizeable direct transfers to households as part of their fiscal response. Chart I-19Key Euro Area Economies Have Recovered Far Less Than The US Has Key Euro Area Economies Have Recovered Far Less Than The US Has Key Euro Area Economies Have Recovered Far Less Than The US Has Chart I-18Euro Area Inflation Expectations And Wage Growth Do Not Signal The ECB's Inflation Target Is Under Threat Euro Area Inflation Expectations And Wage Growth Do Not Signal The ECB's Inflation Target Is Under Threat Euro Area Inflation Expectations And Wage Growth Do Not Signal The ECB's Inflation Target Is Under Threat     Third, Russia’s invasion has caused a disruption of natural gas flows via Ukraine that will keep European gas prices at elevated levels even beyond the winter period, which will have a negative impact on the euro area economy. Chart I-21 highlights that European natural gas prices are now seven times as high as they were at the beginning of 2021. Unlike the prior rise in European natural gas prices, which was somewhat related to global demand for goods, the post-invasion surge is a pure supply shock – echoing our point about the ECB’s previous policy mistakes. Chart I-20Euro Area Disposable Income Is Lower Than Its Pre-Pandemic Trend, In Contrast To The US March 2022 March 2022 Chart I-21Russia's Invasion of Ukraine Has Created A Pure Natural Gas Supply Shock Russia's Invasion of Ukraine Has Created A Pure Natural Gas Supply Shock Russia's Invasion of Ukraine Has Created A Pure Natural Gas Supply Shock The fact that Italy’s nominal economic recovery has been comparatively weak has helped explain the rise in its 10-year government bond yield relative to 10-year German Bunds. Allowing for a further economic recovery in those countries before raising rates would let the ECB ultimately increase rates further down the road – and thus exit more cleanly from negative policy rates in Europe. Our European Strategy Team continues to expect that the ECB is on track to raise interest rates only once in Q4 2022, to be then followed by more aggressive hikes in 2023. Investment Conclusions For fixed-income investors, the investment implications of policy rates moving higher over the coming year at a pace that is less rapid than currently expected would normally imply that an at or above-benchmark duration stance is warranted. However, Chart I-22 highlights that there is still upside for 10-year US Treasury yields even in a scenario where the Fed raises rates at a pace of 100 basis points per year. As such, we continue to recommend that investors remain short duration on a 6-12 month time horizon, although we agree with BCA’s fixed-income team’s recommendation to tactically raise duration to neutral given the potential for the European energy crisis to worsen further and the fact that 10-year US Treasury yields do not have as much upside on a cyclical basis as they did when we published our Annual Outlook.7 For equities, we do not find the case for a tactical downgrade to be compelling at current levels, given that global stocks have already fallen 10% from their mid-November highs. Over the near term, we expect the continued underperformance of euro area equities, be we doubt that the negative economic impact of higher natural gas and oil prices would persist beyond a 0-3 month time horizon. On a 6-12 month time horizon, our expectation that monetary policy will tighten at a less aggressive pace than investors expect suggests that the earnings risk to global stocks is not substantial, underscoring that a meaningful contraction in equity multiples would likely be required for stocks to register negative 12-month returns from current levels. In the US, business surveys suggest that sales growth is set to slow to a still-healthy level, and that profit margins are likely to be flat over the coming year (Chart I-23). This is in line with the view that we presented in our Annual Outlook, namely that US earnings growth in 2022 would be driven mainly by top-line growth. Chart I-22Investors Should Still Be Cyclically Short Duration Investors Should Still Be Cyclically Short Duration Investors Should Still Be Cyclically Short Duration Chart I-23Surveys Imply Strong Revenue Growth And Flat Margins, And Thus Positive Earnings Growth Surveys Imply Strong Revenue Growth And Flat Margins, And Thus Positive Earnings Growth Surveys Imply Strong Revenue Growth And Flat Margins, And Thus Positive Earnings Growth Chart I-24Still No Sign That The Secular Stagnation Narrative Is Under Attach. That Is Good For Stocks. Still No Sign That The Secular Stagnation Narrative Is Under Attach. That Is Good For Stocks. Still No Sign That The Secular Stagnation Narrative Is Under Attach. That Is Good For Stocks. Similarly, the risk of a serious interest rate-driven contraction in equity multiples over the coming year does not appear to be elevated. Investors are far more inclined to use long-maturity bond yields to discount future cash flows than short-term interest rates, and we have noted that the rise in long-maturity bond yields is necessarily self-limiting unless investor expectations about the natural/neutral rate of interest change. Chart I-24 highlights that despite an extremely rapid shift in monetary policy outlook amid the highest US headline inflation in 40 years, 5-year/5-year forward US Treasury yields remain only fractionally above 2%. This underscores that fixed-income investors will need to see evidence that a progressively higher Fed funds rate is not disrupting economic activity before they are likely to abandon the secular stagnation narrative. While the equity risk premium will remain elevated over the near term due to the situation in Ukraine, the bond market’s continued belief in secular stagnation will likely support equity multiples – at least for the remainder of the year. As such, we recommend that investors position in favor of the following over the coming 6-12 months: Overweight equities versus long-maturity government bonds Overweight value versus growth stocks Short duration within a fixed-income portfolio, with a neutral tactical overlay Overweight speculative-grade corporate bonds with a credit portfolio Overweight non-resource cyclicals versus defensives and small caps versus large Short the US dollar versus major currencies Jonathan LaBerge, CFA Vice President The Bank Credit Analyst February 25, 2022 Next Report: March 31, 2022 II. Canada: How High Can Rates Rise? The buildup of excessive household debt in Canada over the past two decades has occurred because of outsized demand for housing, not because of the impact of constrained housing supply on house prices. Outsized demand for housing has occurred because interest rates have been persistently too low, pointing to the need for the Bank of Canada to tighten monetary policy in order to prevent even further leveraging. The burden of Canada’s household sector debt may exceed its pre-pandemic level next year given current market expectations for the path of rate hikes. This implies that the prior peak in the Canadian policy rate (1.75%) likely reflects a high-end estimate of the neutral rate of interest in Canada. Regulatory changes have occurred in recognition of Canada’s extreme levels of household debt. Although a massive decline in Canadian house prices would cause a very severe recession, it would not likely precipitate a Lehman-style collapse of the Canadian financial system. Over the next twelve months, investors should position favorably toward CAD-USD. As the Canadian policy rate approaches our estimate of the neutral rate, a short CAD position and an overweight stance towards long-maturity Canadian bonds versus US Treasurys will likely be warranted. Within a global equity portfolio, exposure to relatively high-yielding Canadian banks should not be reduced until hard evidence of a significant slowdown in the housing market emerges. The outlook for monetary policy in advanced economies has shifted rapidly in a hawkish direction over the past few months. While we believe that the Fed and other central banks will end up raising interest rates this year fewer times than investors currently expect, it is clear that monetary policy will tighten in the DM world over the coming 12-18 months. This has raised the question of how high policy rates may rise before monetary policy begins to restrict economic activity. Some investors have specifically focused this question on countries like Canada, which has a highly indebted household sector and has seen house prices rise at a 7% average annual pace for the past 20 years. In this report, we explore the root cause of Canada’s extreme household debt and argue against the constrained housing supply view. Instead, we conclude that persistently low interest rates have fueled excessive housing demand and that the prior peak in the Canadian policy rate (1.75%) probably reflects a high-end estimate of the neutral rate of interest in Canada – in contrast with that of the US. Finally, we note that the regulatory changes that have occurred in recognition of the risk from excessive household debt suggest that a massive decline in Canadian house prices would not likely precipitate a Lehman-style collapse of the Canadian financial system – it would, however, clearly cause a severe recession. Over the next twelve months, investors should position favorably toward CAD-USD. As the Canadian policy rate approaches our estimate of the neutral rate, a short CAD position and an overweight stance towards long-maturity Canadian bonds versus US Treasurys will likely be warranted. Within a global equity portfolio, exposure to relatively high-yielding Canadian banks should not be reduced until hard evidence of a significant slowdown in the housing market emerges. The Root Cause Of Canada’s Extreme Household Debt Chart II-1Canadian Households Are Massively Indebted Canadian Households Are Massively Indebted Canadian Households Are Massively Indebted Relative to disposable income, Canadian household debt has risen substantially over the past two decades. Chart II-1 highlights that Canada’s household debt to disposable income ratio has risen by 180% since 2000, and is currently over 50 percentage points higher than that in the US, even when nonfinancial noncorporate debt is included in the latter.8 Rising Canadian household indebtedness is a problem that is well known to investors, policymakers, regulators, banks, and consumers themselves. Organizations such as the IMF have repeatedly warned that excess household debt poses a potential economic stability risk. In the years prior to the pandemic, policymakers have responded with a series of macroprudential measures designed to limit speculation and foreign ownership in the housing market and to reduce the incremental risk to the economy posed by new borrowers. When asked why Canadian households have leveraged themselves so significantly over the past 20 years, most market commentators in Canada point to insufficient housing supply as the main driver of excessive house prices. Given normal ongoing demand for housing, they argue, persistent supply-side pressure on housing prices will naturally lead to a rising stock of debt relative to income. According to this narrative, the solution to Canada’s housing crisis is centered squarely on incentives to build more homes. Raising interest rates to cool mortgage demand will simply exacerbate the housing affordability problem, while simultaneously discouraging additional residential investment needed to decrease home prices structurally. Chart II-2The Supply Of Non-Apartment Dwellings Has Indeed Declined Over Time... The Supply Of Non-Apartment Dwellings Has Indeed Declined Over Time... The Supply Of Non-Apartment Dwellings Has Indeed Declined Over Time... We hold a different perspective. We do agree that there are some limitations on the supply side that likely are unduly boosting prices of certain dwelling types. For example, the Greenbelt that surrounds Ontario’s Golden Horseshoe region - a permanently protected area of land - has likely constrained some housing activity, and Chart II-2 highlights that single detached, semi-detached, and row/townhouses have fallen significantly as a share of overall housing completions. Apartments and other dwellings now account for a clear majority of new housing construction in Canada. However, there is a great deal of evidence positioned against the view that supply-side factors are the primary cause of outsized housing inflation and, by extension, a massive increase in Canadian household debt to GDP: Based on real residential investment, the pace of housing construction in Canada has not fallen relative to GDP or the population. Chart II-3 highlights that, compared with the US, residential investment has trended higher over the past 20 years. Based on Canadian housing completion data, Chart II-4 highlights that the number of completions has generally kept pace with half of the change in Canada’s population, a ratio that is easily consistent with two or more people per household. In addition, the chart highlights that the periods when houses were completed at a below-average rate relative to population growth have not been the same as when Canadian household debt has increased relative to disposable income. Chart II-3...But Overall Real Residential Investment Has Kept Pace With Canada's GDP And Population ...But Overall Real Residential Investment Has Kept Pace With Canada's GDP And Population ...But Overall Real Residential Investment Has Kept Pace With Canada's GDP And Population Chart II-4Housing Supply Has Not Been The Main Driver Of Rising Canadian Indebtedness Housing Supply Has Not Been The Main Driver Of Rising Canadian Indebtedness Housing Supply Has Not Been The Main Driver Of Rising Canadian Indebtedness Chart II-5Prices For All Canadian Property Types Have Surged Over The Past Two Decades Prices For All Canadian Property Types Have Surged Over The Past Two Decades Prices For All Canadian Property Types Have Surged Over The Past Two Decades If the rise in Canadian household indebtedness has been caused by the increasing scarcity of single-detached, semi-detached, and row/townhouses, then we would expect to see a persistent and growing divergence between overall Canadian house prices and those of apartment/condominiums. Chart II-5 highlights that this is not the case: while apartment/condo prices have at times grown at a slower rate than overall home prices over the past 15 years (as in the period from 2011 to 2016), they have also at times grown at a faster rate. The chart clearly highlights that the Canadian housing market is driven by a common factor, and that average house price gains have not been significantly different across property types over time. Similarly, if a scarcity of housing supply was the main driver of rising house prices and household debt, we would not expect to see a significant increase in the homeownership rate. Chart II-6 highlights that the Canadian homeownership rate did rise substantially from the mid-1990s to 2016 (the last available datapoint). While it is not clear what the sustainable or “equilibrium” homeownership rate is, it is notable that the most recent datapoint was not significantly lower than the peak rate reached in the US following that country’s massive housing bubble. Finally, Chart II-7 reiterates a point we made in our June 2021 Special Report: in several economies (including Canada), interest rates have remained well below levels that macroeconomic theory would traditionally consider to be in equilibrium over the past two decades. This has occurred alongside significant household sector leveraging. Chart II-7Too-Low Interest Rates Have Fueled Rising Household Indebtedness In Canada (And Other DM Economies) Too-Low Interest Rates Have Fueled Rising Household Indebtedness In Canada (And Other DM Economies) Too-Low Interest Rates Have Fueled Rising Household Indebtedness In Canada (And Other DM Economies) Chart II-6The Canadian Homeownership Rate Has Risen Significantly, Pointing To Excess Housing Demand March 2022 March 2022     These factors strongly point to rising household debt levels as being driven by demand-side rather than supply-side factors – demand that has been fueled by persistently low interest rates. How High Can The Bank Of Canada Raise Interest Rates? Over the next 12 months, investors expect the Bank of Canada (BoC) to raise interest rates by 180 basis points, in line with the Fed (Chart II-8). Over the longer term, the BoC believes that interest rates will average between 1.75% and 2.75%. In the US, the 2/10 yield curve has flattened significantly in response to the Fed’s hawkish shift, and neither the explosion in headline consumer price inflation nor the Fed’s about face have significantly raised the market’s longer-term expectations for interest rates (which are even below the Fed’s estimates). In Canada, investors expect essentially the same long-term interest rate outlook, as evidenced by 5-year / 5-year forward government bond yields (Chart II-9). Chart II-8Investors Expect A Similar Magnitude Of Tightening In Canada And The US Over The Next Year... Investors Expect A Similar Magnitude Of Tightening In Canada And The US Over The Next Year... Investors Expect A Similar Magnitude Of Tightening In Canada And The US Over The Next Year... Chart II-9...And A Similar Average Interest Rate Over The Longer Term ...And A Similar Average Interest Rate Over The Longer Term ...And A Similar Average Interest Rate Over The Longer Term As in the case in the US, the hawkish shift among major central banks has left investors asking how high the BoC can raise interest rates, and what implications that might have for Canadian assets – especially the CAD and long-maturity Canadian government bonds. In our view, the best way for investors to assess the impact of rising interest rates on the private sector – especially a highly indebted one – is to project the impact that an increase in interest rates will have on the debt service ratio (DSR). The burden of servicing debt, rather than the stock of debt relative to income, is the right way to measure the impact of shifting monetary policy because it considers the combined effect of changes in leverage, income, and interest rates. The primary drawback of debt service ratio analysis is that the question of sustainability must be answered empirically. In countries experiencing an ever-rising debt service ratio, it can be difficult for investors to judge where the breaking point will be. Cross-country comparisons may sometimes be helpful in this respect, but Chart II-10 highlights that BIS estimates for household debt service ratios vary widely even among advanced economies. However, in Canada, the 2017-2019 tightening cycle provides a useful framework. As we anticipated in a 2017 Special Report,9 the rise in Canadian interest rates during that period caused the household debt service ratio to exceed the level reached in 2007, which contributed to a collapse in Canadian house price appreciation to its lowest level since the global financial crisis (Chart II-11). The decline in house prices during this period was also caused by the introduction of new macroprudential measures (particularly the introduction of a minimum qualifying rate for mortgages, more commonly referred to as a mortgage “stress test” rule), but the impact of higher interest rates was likely significant. Chart II-11The Last Tightening Cycle In Canada Contributed Significantly To A Major Slowdown In Canadian House Prices The Last Tightening Cycle In Canada Contributed Significantly To A Major Slowdown In Canadian House Prices The Last Tightening Cycle In Canada Contributed Significantly To A Major Slowdown In Canadian House Prices Chart II-10Private Sector Debt Service Ratios Vary Significantly Across DM Countries Private Sector Debt Service Ratios Vary Significantly Across DM Countries Private Sector Debt Service Ratios Vary Significantly Across DM Countries   Chart II-11 highlights that the Canadian household debt service ratio collapsed during the pandemic, which seems to suggest that the Bank of Canada has ample room to raise interest rates. However, the decline in the DSR occurred not only because of falling interest rates, but also because of the significant excess savings amassed as a result of the pandemic. As in the US, excess savings in Canada were the result of reduced spending on services and the generation of significant excess income from government transfers (see Chart I-20 from Section 1 of this month’s report). These fiscal transfers will eventually disappear, implying that the Canadian household DSR is artificially low. Chart II-12 shows our estimate of the evolution of the overall Canadian household sector DSR based on the following assumptions: Mortgage rates rise in line with market expectations for the change in the policy rate Government transfers fall back to their pre-pandemic trend Disposable income growth ex-transfers grows in line with consensus expectations for nominal GDP growth The overall debt-to-disposable income ratio, using our estimate for total disposable income, remains flat. The chart highlights that the Canadian household sector DSR may exceed its pre-pandemic level next year, and that a 1.75% policy rate is the threshold at which the DSR will hit a new high. The implication of our projection is that the re-acceleration in household sector debt that has occurred during the pandemic, shown in Chart II-13, will again contribute to a significant slowdown in the Canadian housing market as the BoC begins to raise interest rates as in 2018/2019. It also implies that the prior peak in the Canadian policy rate probably reflects a high-end estimate of the neutral rate of interest in Canada. Chart II-12Market Expectations For The Canadian Policy Rate Imply A Record High Debt Burden Market Expectations For The Canadian Policy Rate Imply A Record High Debt Burden Market Expectations For The Canadian Policy Rate Imply A Record High Debt Burden Chart II-13Canadian Household Loan Growth Has Reaccelerated During The Pandemic Canadian Household Loan Growth Has Reaccelerated During The Pandemic Canadian Household Loan Growth Has Reaccelerated During The Pandemic   As we discuss below, this is likely to lead to significant implications for CAD-USD and an allocation to long-maturity Canadian government bonds, once investors begin to upwardly revise their expectations for the US neutral rate. Extreme Household Debt And Canadian Financial Stability The question of financial stability is often posed by investors when discussing Canada’s extreme household debt burden. Some investors view the US subprime financial crisis as the likely template for the Canadian economy, given the fact that the US credit bubble also focused on the housing market. Despite our pessimistic assessment of the capacity of the Canadian economy to tolerate higher interest rates (unlike the US today), we do not share the view that the Canadian financial system faces a potential insolvency risk, like the US banking system did in 2008. We see two potential arguments in favor of the instability view. The first is related to the sheer concentration of debt in Canada relative to other countries. Chart II-14 highlights that the median debt-to-income ratio of indebted Canadian households is currently the second highest in the world (after Norway) among the 29 countries that the OECD tracks. This concentration measure has worsened considerably since we published our 2017 Special Report. The combination of a very high average level of debt and extremely high leverage among those who are indebted suggests that Canadian banks may be exposed to significant credit losses in the event of a serious housing market crash. Chart II-14The Degree Of Concentration In Canadian Household Debt Is A Potential Financial Stability Risk March 2022 March 2022 Chart II-15A Decline In The CMHC's Footprint In The Mortgage Insurance Market Is Also Concerning A Decline In The CMHC's Footprint In The Mortgage Insurance Market Is Also Concerning A Decline In The CMHC's Footprint In The Mortgage Insurance Market Is Also Concerning The second argument relates to the declining share of mortgages insured by the Canada Mortgage and Housing Corporation (CMHC). The CMHC is a Crown corporation that provides mortgage-default insurance to Canadian banks. Banks must purchase such insurance when a borrower’s loan-to-value ratio exceeds 80%. The CMHC has seen increased competition from two private mortgage insurers, and Chart II-15 highlights that the number of mortgages with CHMC insurance has been steadily falling over time. In order for the CMHC to be able to reduce systemic risk during a crisis, it must be present enough in the mortgage market to be able to replace private insurers in the event of a shock that causes them to leave the market. In effect, the CMHC should be able to act as a ballast to prevent a sharp tightening in Canadian mortgage lending standards and credit provision, which could occur if banks find themselves unable to purchase mortgage insurance to cover borrowers with relatively small down payments. In this respect, the reduced footprint of the CMHC is concerning. However, these risks have to be weighed against two key structural changes that legitimately lower the systemic risk facing the Canadian banking system (or lower the impact of a major adverse housing event). The first of these changes is the introduction of the minimum qualifying rate for mortgages in Canada (the mortgage stress test), which we regard as one of the most important macroprudential policies that Canada has enacted to reduce the systemic risk of rising household debt. The stress test rules – which apply to all borrowers – force mortgage borrowers to pass the CMHC’s gross debt and total debt service ratio thresholds under the assumption of higher interest rates than borrowers will actually pay: either the contracted mortgage rate plus 2 percentage points, or 5.65% – whichever is higher. Given prevailing mortgage rates in Canada, this effectively means that new borrowers will not exceed the CMHC’s debt service thresholds until the Bank of Canada’s policy rate exceeds 2.5%. That is positive from a financial stability perspective, although it does not rule out the slowdown in household spending that we would expect if the aggregate household debt service ratio hits a new high next year in response to BoC tightening. The second important risk-reducing structural change is a significant improvement in Canadian bank capital levels. Chart II-16 highlights that Tier 1 capital has risen significantly relative to risk-weighted assets for Canadian depository institutions, and is now on par with US levels (in contrast to a typically lower level over the past decade). The IMF stress tested Canadian banks in 2019, when capital levels were lower than they are today. They found that most Canadian banks would run down conservation capital buffers in the adverse economic scenario that they modeled, subjecting them to dividend restrictions for a period of time following the adverse event. However, Canadian banks would not breach their minimum capital requirements in the scenario modeled by the IMF, which involved a 40% decline in house prices and a 2% cumulative decline in Canadian real GDP over a two year period – which is essentially what occurred in the US and Canada in 2008 and 2009 (Chart II-17). Chart II-16Canadian Bank Capital Appears Sufficient To Weather A Storm Canadian Bank Capital Appears Sufficient To Weather A Storm Canadian Bank Capital Appears Sufficient To Weather A Storm Chart II-17The IMF's Stress Tests Modeled A Repeat Of The 2008/2009 Crisis The IMF's Stress Tests Modeled A Repeat Of The 2008/2009 Crisis The IMF's Stress Tests Modeled A Repeat Of The 2008/2009 Crisis To conclude on the question of financial stability, it is clear that the magnitude and concentration of household debt implies that the impact of a serious housing market crash on the Canadian economy would be severe. But the fact that regulatory changes have occurred in recognition of this risk suggests that although a massive decline in Canadian house prices would cause a very severe recession, it would not likely precipitate a Lehman-style collapse of the Canadian financial system. Investment Conclusions Three conclusions emerge from our report. First, when considering the total experience of the past two decades, it is clear that the buildup of excessive household debt in Canada has occurred because of outsized demand for housing, not because of the impact of constrained housing supply on house prices. Outsized demand for housing has occurred because interest rates have been persistently below what traditional monetary policy rules such as the Taylor Rule would prescribe, pointing to the need for the Bank of Canada to tighten monetary policy in order to prevent even further leveraging. While US interest rates were also below what the Taylor Rule would have suggested for several years following the global financial crisis, the US household sector did not leverage itself significantly during that period because of the multi-year impact of the 2008/2009 financial crisis on US household balance sheets (Chart II-18). Canadian households did not suffer the same type of balance sheet impairment, and yet the Bank of Canada wrongly imported hyper-accommodative US monetary policy in an attempt to prevent a significant further increase in the exchange rate (which was still persistently strong for several years following the crisis). Through its actions, the Bank of Canada succeeded in staving off “Dutch Disease”, but at the cost of fueling a substantial housing and credit market bubble. Second, the fact that the Bank of Canada is likely to struggle to raise interest rates above 1.75% implies that a sizeable divergence may emerge between Canadian and US monetary policy over the coming few years if we are correct in our view that the US neutral rate is higher than the Fed currently expects. While such a divergence is not likely to occur over the coming year, Chart II-19 highlights that a 125 basis point policy rate spread – consistent with a nominal neutral rate of 1.75% in Canada and 3% in the US – last occurred in the mid-to-late 1990s, when CAD-USD ultimately declined to 0.65. Chart II-18The Bank Of Canada Staved Off "Dutch Disease", At The Cost Of Fueling A Major Housing And Credit Bubble The Bank Of Canada Staved Off "Dutch Disease", At The Cost Of Fueling A Major Housing And Credit Bubble The Bank Of Canada Staved Off "Dutch Disease", At The Cost Of Fueling A Major Housing And Credit Bubble Chart II-19Some Potentially Large Downside For CAD If US Neutral Rate Expectations Move Higher Some Potentially Large Downside For CAD If US Neutral Rate Expectations Move Higher Some Potentially Large Downside For CAD If US Neutral Rate Expectations Move Higher Over the coming year, we expect Canadian dollar strength rather than weakness: we are generally bearish toward the US dollar on the expectation of above-trend global growth, and our fundamental intermediate-term model suggests that CAD should strengthen. Thus, while it is too early to short the Canadian dollar, we would be inclined to turn bearish in response to rising long-term US interest rate expectations. We would draw similar conclusions for Canadian government bonds: investors should raise exposure to long-dated Canadian government bonds versus similar maturity US Treasurys as the Bank of Canada raises its policy rate toward our estimate of the neutral rate. Chart II-20Relative ROE Justifies A Valuation Premium For Canadian Banks Relative ROE Justifies A Valuation Premium For Canadian Banks Relative ROE Justifies A Valuation Premium For Canadian Banks Finally, the improvements that have been made over the past several years to dampen the impact of a housing market crash on the Canadian financial system suggests that exposure to Canadian banks should not be reduced until hard evidence of a significant slowdown in the housing market emerges. Chart II-20 highlights that the valuation premium of Canadian banks appears to be supported by a sizeable ROE advantage relative to global banks. Panel 2 highlights how composite relative valuation indicator for Canadian banks suggests that they have been persistently expensive for some time, but not extremely so. Canadian banks would certainly underperform their global peers should the adverse scenario modeled by the IMF’s 2019 stress test of the banking system to occur, especially if it implied that Canadian banks would be forced to restrict dividends for a time to bolster capital adequacy. However, we would advise investors against shorting relatively high-yielding Canadian banks as Canadian interest rates rise, until they see clear signs of Canada-specific slowdown in housing demand in response to higher rates. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Gabriel Di Lullo Research Associate III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our valuation, and sentiment indicators remain very extended, highlighting that investors should expect positive but relatively modest returns from stocks over the coming 6-12 months. Our technical indicator has declined from extremely overbought levels in response to January’s US equity sell-off and Russia’s invasion of Ukraine, but it has not yet reached oversold territory. Still, we believe that the equity market’s reaction to rising bond yields is overdone, especially for value stocks. Forward equity earnings are pricing in a substantial further rise in earnings per share. Net earnings revisions and net positive earnings surprises have rolled over, but from extremely elevated levels and there is no meaningful sign yet of a decline in the level of forward earnings. Bottom-up analyst earning expectations remain too high, but stocks are still likely to be supported by robust revenue growth over the coming year. Within a global equity portfolio, we continue to recommend that investors position for the underperformance of financial assets that are negatively correlated with long-maturity government bond yields (such as growth stocks). The 10-Year Treasury Yield has broken convincingly above its 200-day moving average following the Fed’s hawkish shift, but remains below the fair value implied by our bond valuation index and the FOMC-implied fair value in a March 2022 rate hike scenario. We continue to expect that long-maturity bond yields will move higher over the coming year. Commodity prices remain elevated, and our composite technical indicator highlights that they remain overbought. An eventual slowdown in US goods spending, coupled with eventual supply-chain normalization, could weigh on commodity prices at some point over the coming 6-12 months. We are more comfortable with a bullish view towards industrial metals in the latter half of 2022. US and global LEIs have rolled over from very elevated levels. Our global LEI diffusion index has declined very significantly, but this likely reflects the outsized impact of a few emerging market countries. Still-strong leading and coincident indicators underscore that the global demand for goods is robust, and that output gaps are negative in many advanced economies because of very weak services spending. The latter will recover significantly at some point over the coming year, as the severity of the pandemic wanes. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators Chart III-4US Stock Market Breadth US Stock Market Breadth US Stock Market Breadth Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance FIXED INCOME: Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1     Please see BCA Special Alert "Russia Takes Ukraine: What Next?," dated February 24, 2022, available at bca.bcaresearch.com 2    Jennifer Hammond et al. “Oral Nirmatrelvir for High-Risk, Nonhospitalized Adults with Covid-19.” The New England Journal of Medicine, February 16, 2022. 3    Please see The Bank Credit Analyst "July 2021," dated June 24, 2021, available at bca.bcaresearch.com 4   Please see The Bank Credit Analyst "The Return To Maximum Employment: It May Be Faster Than You Think," dated August 26, 2021, available at bca.bcaresearch.com 5    Please see The Bank Credit Analyst "The Modern-Day Phillips Curve, Future Inflation, And What To Do About It," dated December 18, 2020, available at bca.bcaresearch.com 6    Please see Global Investment Strategy "Revisiting The Neutral Rate Of Interest: A Contrarian View In A Time Of Crisis," dated March 20, 2020, available at gis.bcaresearch.com 7    BCA Webcast Positioning For A Rate Hike Cycle, February 15, 2022. 8   For an explanation of why we add US nonfinancial noncorporate debt to the numerator of the US household sector debt to disposable income ratio when comparing Canada to the US, please see: “Reconciling Canadian-U.S. measures of household disposable income and household debt: Update”. 9    Please see Global Investment Strategy "Canada: A (Probably) Happy Moment In An Otherwise Sad Story," dated July 14, 2017, available at gis.bcaresearch.com