BCA Indicators/Model

Executive Summary For the Fed, maintaining its credibility with a long sequence of rate hikes that does not crash the economy, real estate market, and stock market is akin to the ‘Hail Mary’ move of (American) football. The likelihood that the Fed completes the straight sequence of eight rate hikes which the market is now pricing seems very low. Hence, today we are opening a new trade. Go long the September 2023 Eurodollar futures contract. Additionally, stay underweight Treasury Inflation Protected Securities (TIPS) versus T-bonds. And on a 12-month horizon, underweight the commodity complex, whose elevated prices are highly vulnerable to a near-certain upcoming demand destruction. Fractal trading watchlist: US interest rate futures, 3-year T-bond, Canada versus Japan, AUD/KRW, and EUR/CHF. Spending On Goods Looks Like An Earthquake On A Seismograph Spending On Goods Looks Like An Earthquake On A Seismograph Spending On Goods Looks Like An Earthquake On A Seismograph Bottom Line: The likelihood that the Fed completes the straight sequence of eight rate hikes which the market is now pricing seems very low. Feature Amid the uncertainties of the Ukraine crisis, there is one certainty. The latest surge in energy and grain prices is a classic supply shock. Prices have spiked because vital supplies of Russian and Ukrainian energy and grains have been cut. This matters for central banks, because to the extent that they can bring down inflation, they can do so by depressing demand. They can do nothing to boost supply. In fact, depressing demand during a supply shock is a sure way to start a recession. But what about the inflation that came before the Ukraine crisis, wasn’t that due to excess demand? No, that inflation came not from a demand shock, but from a displacement of demand shock – as consumers displaced their firepower from services to goods on a massive scale. This matters because central banks are also ill placed to fix such a misallocation of demand. Chart I-1 looks like a seismograph after a huge earthquake, and in a sense that is exactly what it is. The chart shows the growth in spending on durable goods, which has just suffered an earthquake unlike any in history. Zooming in, we can see the clear causality between the surges in spending on durables and the surges in core inflation. The important corollary being that when the binge on durables ends – as it surely must – or worse, when durable spending goes into recession, inflation will plummet (Chart I-2). Chart I-1Spending On Goods Looks Like An Earthquake On A Seismograph Spending On Goods Looks Like An Earthquake On A Seismograph Spending On Goods Looks Like An Earthquake On A Seismograph Chart I-2The Goods Binges Caused The Core Inflation Spikes The Goods Binges Caused The Core Inflation Spikes The Goods Binges Caused The Core Inflation Spikes But, argue the detractors, what about the uncomfortably high price inflation in services? What about the uncomfortably high inflation expectations? Most worrying, what about the recent surge in wage inflation? Let’s address these questions. Underlying US Inflation Is Running At Around 3 Percent In the US, the dominant component of services inflation is housing rent, which comprises 40 percent of the core consumer price index. Housing rent combines actual rent for those that rent their home, with the near-identically behaving owners’ equivalent rent (OER) for those that own their home. Given the state of the jobs market, there is nothing unusual in the current level of rent inflation. Housing rent inflation closely tracks the tightness of the jobs market, because you need a job to pay the rent. With the unemployment rate today at the same low as it was in 2006, rent inflation is at the same high as it was in 2006: 4.3 percent. In other words, given the state of the jobs market, there is nothing unusual in the current level of rent inflation (Chart I-3). Chart I-3Given The Jobs Market, Rent Inflation Is Where It Should Be Given The Jobs Market, Rent Inflation Is Where It Should Be Given The Jobs Market, Rent Inflation Is Where It Should Be Given its dominance in core inflation, rent inflation running at 4.3 percent would usually be associated with core inflation running at around 3 percent – modestly above the Fed’s target, rather than the current 6.5 percent (Chart I-4). Confirming that it is the outsized displacement of spending into goods, and its associated inflation, that is giving the Fed and other central banks a massive headache. Yet, to repeat, monetary policy is ill placed to fix such a misallocation of demand. Chart I-4Given Rent Inflation, Core Inflation Should Be 3 Percent Given Rent Inflation, Core Inflation Should Be 3 Percent Given Rent Inflation, Core Inflation Should Be 3 Percent Still, what about the surging expectations for inflation? Many people believe that these are an independent and forward-looking assessment of how inflation will evolve. Yet nothing could be further from the truth. The bond market’s expected inflation is just the result of an algorithm that uses historic inflation. And at that, an extremely short period of historic inflation, just six months.1  The upshot is that when the backward-looking six month inflation rate is low, like it was in the depths of the global financial crisis in late 2008 or the pandemic recession in early 2020, the market assumes that the forward-looking ten year inflation rate will be low. And when the backward-looking six-month inflation rate is high, like early-2008 or now, the bond market assumes that the forward-looking ten year inflation rate will be high. In other words: Inflation expectations are nothing more than a reflection of the last six months’ inflation rate (Chart I-5). Chart I-5Inflation Expectations Are Just A Reflection Of The Last Six Months' Inflation Rate Inflation Expectations Are Just A Reflection Of The Last Six Months' Inflation Rate Inflation Expectations Are Just A Reflection Of The Last Six Months' Inflation Rate Turning to wage inflation, with US average hourly earnings inflation running close to 6 percent, it would appear to be game, set, and match to ‘Team Inflation.’  Except that this is a flawed argument. To the extent that wages contribute to inflation, it must come from the inflation in unit labour costs, meaning the ratio of hourly compensation to labour productivity. After all, if you get paid 6 percent more but produce 6 percent more, then it is not inflationary (Chart I-6). Chart I-6If You Get Paid 6 Percent More But Produce 6 Percent More, Then It Is Not Inflationary If You Get Paid 6 Percent More But Produce 6 Percent More, Then It Is Not Inflationary If You Get Paid 6 Percent More But Produce 6 Percent More, Then It Is Not Inflationary In this regard, US unit labour costs increased by 3.5 percent through 2021, and slowed to just a 0.9 percent (annualised) increase in the fourth quarter.2 Still, 3.5 percent, and slowing, is modestly above the Fed’s inflation target, and could justify a slight nudging up of the Fed funds rate. But it could not justify the straight sequence of eight rate hikes which the market is now pricing. The Fed Is Praying For A ‘Hail Mary’ Fortunately, the bond market understands all of this. How else could you say 7 percent inflation and 2 percent long bond yield in the same breath?! This is crucial, because it is the long bond yield that drives rate-sensitive parts of the economy, such as housing and construction. And it is the long bond yield that sets the level of all asset prices, including real estate and stocks. Although the Fed cannot admit it, the central bank also understands all of this and hopes that the bond market continues to ‘get it.’ Meaning that it hopes that the long end of the interest rate curve does not lift too far and crash the economy, real estate market, and stock market. So why is the Fed hiking the policy interest rate? The answer is that there will be a time in the future when it does need to lift the entire interest rate curve, and for that it will need its credibility intact. Not hiking now could potentially shred the credibility that is the lifeblood of any central bank. Still, to maintain its credibility without crashing the economy the Fed will have to make the ‘Hail Mary’ move of (American) football. For our non-American readers, the Hail Mary is a high-risk desperate move with little hope of completion. Go long the September 2023 Eurodollar futures contract. To sum up, the likelihood that the Fed completes the straight sequence of eight rate hikes which the market is now pricing seems very low. Hence, today we are opening a new trade. Go long the September 2023 Eurodollar futures contract (Chart I-7). Chart I-7The Likelihood That The Fed Completes A Straight Sequence Of Eight Rate Hikes Seems Low The Likelihood That The Fed Completes A Straight Sequence Of Eight Rate Hikes Seems Low The Likelihood That The Fed Completes A Straight Sequence Of Eight Rate Hikes Seems Low Additionally, stay underweight Treasury Inflation Protected Securities (TIPS) versus T-bonds (Chart I-8). Chart I-8Underweight TIPS Versus T-Bonds Underweight TIPS Versus T-Bonds Underweight TIPS Versus T-Bonds And on a 12-month horizon, underweight the commodity complex, whose elevated prices are highly vulnerable to a near-certain upcoming demand destruction. Fractal Trading Watchlist Confirming the fundamental analysis in the preceding sections, the strong trend in both the 18 month out US interest rate future and the equivalent 3 year T-bond has reached the point of fragility that has identified previous turning-points in 2018 and 2021 (Chart I-9 and Chart I-10). This week we are also adding to our watchlist the commodity plays Canada versus Japan and AUD/KRW, whose outperformances are vulnerable to reversal. From next week you will be able to see the full watchlist of investments that are vulnerable to reversal on our website. Stay tuned. Finally, the underperformance of EUR/CHF has reached the point of fragility on its 260-day fractal structure that has identified the previous major turning-points in 2018 and 2020 (Chart I-11). Accordingly, this week’s recommended trade is long EUR/CHF, setting a profit target and symmetrical stop-loss at 3.6 percent. Chart I-9The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile Chart I-10The Strong Trend In The 3 Year T-Bond Is Fragile The Strong Trend In The 3 Year T-Bond Is Fragile The Strong Trend In The 3 Year T-Bond Is Fragile Chart I-11Go Long EUR/CHF Go Long EUR/CHF Go Long EUR/CHF Canada Versus Japan Is Vulnerable To Reversal Canada Versus Japan Is Vulnerable To Reversal Canada Versus Japan Is Vulnerable To Reversal AUD/KRW Is Vulnerable To Reversal AUD/KRW Is Vulnerable To Reversal AUD/KRW Is Vulnerable To Reversal   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 The expected 10-year inflation rate = (deviation of 6-month annualized inflation from 1.6)*0.2 + 1.6. 2  Source: Bureau of Labor Statistics Fractal Trading System Fractal Trades The Fed Needs A ‘Hail Mary’ To Maintain Credibility Without Crashing The Economy The Fed Needs A ‘Hail Mary’ To Maintain Credibility Without Crashing The Economy The Fed Needs A ‘Hail Mary’ To Maintain Credibility Without Crashing The Economy The Fed Needs A ‘Hail Mary’ To Maintain Credibility Without Crashing The Economy 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - 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 - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - 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 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 The heightened uncertainty of the current situation means it makes sense to keep portfolio duration close to benchmark. The recent market turmoil means that a 50 bps rate hike is off the table for the March FOMC meeting, but the Fed will proceed with a 25 bps rate hike this month and signal a further steady pace of tightening. As of Monday morning, the market is priced for close to 150 bps of tightening during the next 12 months. This is reasonable assuming that inflation moderates in the second half of the year and that long-dated inflation expectations remain well contained. A moderation of inflation in H2 remains our base case, but the war in Ukraine increases the risk that inflation will be sticky and that long-dated inflation expectations will move higher. The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing Bottom Line: An ‘at benchmark’ portfolio duration stance makes sense for now, but the recent drop in Treasury yields could eventually present us with an opportunity to re-initiate a ‘below-benchmark’ portfolio duration position. Stay tuned.   Feature The Russian invasion of Ukraine is ongoing and financial markets will surely remain volatile until a resolution is reached. For more details on how we see the crisis evolving please refer to last week’s BCA Special Report.1  As we go to press on Monday, the market is trying to digest the impact of sanctions that will block the access of some Russian banks to the SWIFT financial messaging system and freeze some Russian central bank reserves that are held abroad in USD and EUR. Taken together, the sanctions will impart a large stagflationary impulse to the Russian economy and, as would be expected, the Ruble is depreciating rapidly on Monday morning. The reaction in US bond markets is so far more muted. The 10-year Treasury yield is currently 1.86% - down from 1.99% last Wednesday – and the 2-year Treasury yield is 1.44% - down from 1.58% last Wednesday (Chart 1). Movements in the real and inflation components of US Treasury yields do show that the US market is pricing-in some stagflationary contagion. The real 10-year Treasury yield is down to -0.71% (from -0.54% last Wednesday) and the 10-year TIPS breakeven inflation rate is up to 2.57% (from 2.53% last Wednesday). The same divergence between a falling real yield and rising cost of inflation compensation is seen at the 2-year maturity point (Chart 1, bottom 2 panels). The market has also moved to price-in a shallower path for Fed rate hikes compared to last week (Chart 2). The market-implied odds of a 50 bps rate hike this month are now slim and the market is now looking for only 139 bps of cumulative tightening (just under six 25 basis point rate hikes) by the end of this year. Chart 2Fed Funds Rate Expectations Fed Funds Rate Expectations Fed Funds Rate Expectations Chart 1A Stagflationary Shock A Stagflationary Shock A Stagflationary Shock We agree with the market that the heightened uncertainty and tightening of financial conditions takes a 50 bps rate hike off the board for the March FOMC meeting. A 25 bps rate hike this month remains the most likely scenario. However, we also think the market might be over-estimating the extent to which contagion from Russia will limit the pace of Fed tightening later in the year. In fact, we are inclined toward the view that the lasting impact of the crisis on the US economy might be more inflationary than deflationary. Chart 3Expect US/German Yield Differential To Widen Expect US/German Yield Differential To Widen Expect US/German Yield Differential To Widen The inflationary risk is that a sustained upward shock to the oil price could keep headline inflation higher than it would otherwise be. This could also bleed through into other commodity prices and possibly even to inflation expectations. The textbook central bank response should be to ignore a commodity price shock and set policy based on trends in core inflation. However, in the current environment it will be difficult for the Fed to ignore yet another inflationary shock, especially if long-dated inflation expectations move higher. On the other hand, the economic fallout from a Russian recession will be much worse for Europe than for the United States. European Central Bank (ECB) Chief Economist Philip Lane recently estimated that the Ukrainian war could shave 0.3%-0.4% off Eurozone GDP this year.2 If the shock leads to a wider divergence between Fed and ECB policy expectations, then we would expect to see a widening of US yields versus European yields and upward pressure on the US dollar. Given that US bond yields can only diverge so far from yields in the rest of the world, a stronger dollar may cap any increase in US bond yields and eventually limit the extent of Fed tightening. So far, trends in the dollar and dollar sentiment have been supportive of rising US bond yields, but it will be important to watch this situation in the coming months to see if it changes (Chart 3). Investment Conclusions The heightened uncertainty of the current situation means it makes sense to keep portfolio duration close to benchmark. The Fed is likely to proceed with tightening policy at a steady pace, starting with a 25 bps rate hike this month. Trends in inflation and financial conditions will determine the pace of rate hikes in H2 2022. Right now, our sense is that the lasting impact of the Ukrainian crisis on the US economy will prove to be more inflationary than deflationary. With that in mind, the recent drop in Treasury yields may eventually present us with an opportunity to re-initiate a ‘below-benchmark’ portfolio duration position. Checking In With Our Golden Rule Given the current market turmoil, we think it’s a good time to step back and check in with our Golden Rule of Bond Investing.3  The Golden Rule is a framework that investors can use to implement portfolio duration trades. It states that investors should determine the expected change in the fed funds rate that is priced into markets for the next 12 months and then decide whether the actual change in the funds rate will be greater or less than what is priced in the market. If you expect the fed funds rate to rise by more than what is priced in (a hawkish surprise), you should keep portfolio duration low. If you expect the fed funds rate to rise by less than what is priced in (a dovish surprise), you should keep portfolio duration high. It is admittedly a simple framework, but it does have a strong track record of performance. In general, hawkish surprises coincide with the Bloomberg Barclays Treasury index underperforming cash and dovish surprises coincide with the index outperforming cash (Chart 4). Chart 4The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing More specifically, if we look at rolling 12-month periods going back to 1990, we see that dovish surprises have coincided with positive excess Treasury returns versus cash 85% of the time for an average 12-month excess return of 4.0%. Conversely, hawkish surprises have coincided with negative excess Treasury returns 72% of the time for an average 12-month excess return of -1.5% (Chart 5 & Table 1). Table 112-Month Treasury Excess Returns And Fed Funds Rate Surprises (1990 - Present) Waiting For The Fog To Clear Waiting For The Fog To Clear Chart 5The Golden Rule’s Track Record Waiting For The Fog To Clear Waiting For The Fog To Clear As of today, the market is priced for 149 bps of Fed tightening during the next 12 months. That is very close to six 25 basis point rate hikes at the next eight FOMC meetings. Given our view that inflation will moderate in the second half of the year, this seems like a reasonable forecast that is consistent with our ‘at benchmark’ portfolio duration stance. However, as noted above, we believe the war in Ukraine could lead to an increase in inflationary pressures in the United States. Therefore, we see the balance of risks as tilted toward more rate hikes than are currently discounted rather than fewer. It will be vital to monitor long-dated inflation expectations during the next few months to assess how the pace of Fed rate hikes will evolve. Using The Golden Rule To Forecast Treasury Returns One more application of our Golden Rule framework is that we can use it to create forecasts for Treasury index returns. This is done by first looking at the historical correlation between the Fed Funds Surprise – the difference between the expected 12-month change in the fed funds rate and the realized change – and the change in the Treasury index yield (Chart 6). A regression between these two variables allows us to estimate the change in the Treasury index yield based on an assumed Fed Funds Surprise. Chart 6The Correlation Between Treasury Yields And Fed Funds Surprises Waiting For The Fog To Clear Waiting For The Fog To Clear Once we have an expected 12-month change in the Treasury index yield, we can translate that change into an expected return using the index’s average yield, duration and convexity. The result of this analysis is presented in Table 2. Table 2Using The Golden Rule To Forecast Treasury Returns Waiting For The Fog To Clear Waiting For The Fog To Clear Table 2 shows that we would expect the Treasury index to deliver a total return of 1.82% in a scenario where the Fed lifts rates by 150 bps during the next 12 months. This would equate to the Treasury index beating a position in cash by between 0.07% and 0.83%, depending on whether rate hikes are front-loaded or back-loaded. A pace of one 25 basis point rate hike per meeting (+200 bps during the next 12 months) would lead to the Treasury index underperforming cash by between -2.35% and -3.02%. Conversely, we can see that the index is expected to beat cash by between 3.25% and 3.92% if the Fed only lifts rates four times during the next 12 months. Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see BCA Special Report, “Russia Takes Ukraine: What Next?”, dated February 24, 2022. 2 https://www.reuters.com/business/exclusive-ecb-policymakers-told-ukraine-war-may-shave-03-04-off-gdp-2022-02-25/ 3 Please see US Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018. Treasury Index Returns Spread Product Returns Recommended Portfolio Specification Waiting For The Fog To Clear Waiting For The Fog To Clear Other Recommendations Waiting For The Fog To Clear Waiting For The Fog To Clear

Executive Summary US biotech is trading at its greatest discount to the market. Ever. Much of biotech’s underperformance is due to transient factors: specifically, the sell-off in long-duration bonds; the focus on delivering a Covid vaccine; regulatory concerns; a drought in M&A; and a flood of IPOs. Overweight US biotech versus US big-tech, both tactically and structurally. Long-only investors with a time horizon of at least 2 years should go outright long biotech, especially US biotech. If, as we expect, the 30-year T-bond (price) continues to rally, then long-duration sectors and stock markets will resume their outperformance versus shorter-duration sectors and stock markets. Fractal trading watchlist: We focus on biotech, and add US banks versus consumer services, Norway versus China, Greece versus euro area, and BRL/NZD. US Biotech Is Trading At Its Greatest Discount To The Market. Ever US Biotech Is Trading At Its Greatest Discount To The Market. Ever US Biotech Is Trading At Its Greatest Discount To The Market. Ever Bottom Line: Every now and then comes a rare opportunity to buy a deeply unloved asset at a bargain basement price. We believe that now provides such an opportunity for the beaten-down biotech sector – especially the US biotech sector which is trading at its greatest discount to the market. Ever. Feature Every now and then comes a rare opportunity to buy a deeply unloved asset at a bargain basement price. We believe that now provides such an opportunity for the beaten-down biotech sector – especially the US biotech sector which is trading at its greatest discount to the market. Ever. But before we go into the specifics of biotech, let’s quickly discuss the recent action in the broader market. The Past Year Has Been All About ‘Duration’ A good way to think of any investment is to compress all its cashflows into one future ‘lump-sum payment.’ The length of time to this lump-sum payment is the investment’s ‘duration.’ And the present value of the investment is just the discounted value of this lump-sum payment, where the discount factor will depend on the required return on the investment combined with its duration.1 It follows that, all else being equal, the present value of a long-duration stock must rise and fall in line with the present value of an equally long-duration bond – because their discount factors move in lockstep. And, as we have been banging on in recent weeks, this simple observation is all you need to explain market action over the past year. For the 30-year T-bond, 2.4-2.5 percent is an important resistance level. Given that long-duration indexes such as the Nasdaq, S&P 500 and MSCI Growth have the same duration as the 30-year T-bond, they have been tracking the 30-year T-bond price one-for-one (Chart I-1 and Chart I-2). Hence, when the long-duration bond rallied, these stock markets outperformed shorter-duration indexes such as the FTSE100 and MSCI Value; and when the long-duration bond sold off, they underperformed. Chart I-1The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One Chart I-2MSCI Growth Has Been Tracking The 30-Year T-Bond Price One-For-One MSCI Growth Has Been Tracking The 30-Year T-Bond Price One-For-One MSCI Growth Has Been Tracking The 30-Year T-Bond Price One-For-One The Russian invasion of Ukraine has catalysed a retreat in the 30-year T-bond yield from a ‘line in the sand’ at 2.4-2.5 percent, which we have previously highlighted as an important resistance level. If, as we argued in A Massive Economic Imbalance, Staring Us In The Face, the 30-year T-bond (price) continues to rally, then long-duration sectors and stock markets will resume their outperformance versus shorter-duration sectors and stock markets. US Biotech Is Trading At Its Greatest Discount To The Market. Ever Over the longer term, the bigger driver of the stock price will not be the discount factor on the future lump-sum payment; the bigger driver will be the size of the lump-sum payment itself. For any company, industry, or stock market, this expected lump-sum payment will evolve in line with current profits multiplied by a ‘structural growth multiple.’ It turns out that while current profits are updated every quarter, the structural growth multiple does not change much from quarter to quarter, year to year, or even decade to decade. Yet occasionally, it can phase-shift violently downwards when an event, or realisation, shatters the market’s lofty hopes for structural growth. Occasionally, an event or realisation shatters the market’s lofty hopes for structural growth. For example, after the dot com bubble burst it became clear that the sky-high hopes for non-US tech companies were just pie in the sky. The result was that their structural growth multiple halved, which weighed down non-US tech stocks for the subsequent 10 years (Chart I-3). Chart I-3After The Dot Com Bust, The Structural Growth Multiple For Non-US Tech Collapsed After The Dot Com Bust, The Structural Growth Multiple For Non-US Tech Collapsed After The Dot Com Bust, The Structural Growth Multiple For Non-US Tech Collapsed More recently, the realisation that Facebook – or Meta Platforms as it is now known – is losing subscribers was the gestalt moment that shattered hopes for its structural growth. Note that while its 2022 profits are down slightly, the Meta share price has collapsed, indicating a big hit to the structural growth multiple (Chart I-4). Chart I-4Facebook's Structural Growth Multiple Has Collapsed Facebook's Structural Growth Multiple Has Collapsed Facebook's Structural Growth Multiple Has Collapsed Conversely, there are rare occasions when a phase-shift down in a structural growth multiple is unwarranted or has gone too far. Right now, a case in point is the biotech sector, especially the US biotech sector. Relative to the relationship of the 2010s decade, US biotech’s structural growth multiple has halved (Chart I-5). The result is that US biotech is trading at the greatest valuation discount to the market (-20 percent). Ever. It is also trading at its greatest valuation discount to the broader tech sector (-35 percent). Ever (Chart I-6 and Chart I-7). Chart I-5US Biotech's Structural Growth Multiple Has Halved, But Is Such A Massive De-Rating Justified? US Biotech's Structural Growth Multiple Has Halved, But Is Such A Massive De-Rating Justified? US Biotech's Structural Growth Multiple Has Halved, But Is Such A Massive De-Rating Justified? Chart I-6US Biotech Is Trading At Its Greatest Ever Discount To The Market... US Biotech Is Trading At Its Greatest Ever Discount To The Market... US Biotech Is Trading At Its Greatest Ever Discount To The Market... Chart I-7...And Its Greatest Ever Discount To Big-Tech ...And Its Greatest Ever Discount To Big-Tech ...And Its Greatest Ever Discount To Big-Tech Another way of putting it is that in the post-pandemic era, while the structural growth multiple for the broader tech sector is largely unchanged, the structural growth multiple for biotech has collapsed by 40 percent (Charts I-8, I-11). Begging the question, is such a massive structural de-rating justified? Chart I-8US Tech's Structural Growth Multiple ##br##Is Unchanged... US Tech's Structural Growth Multiple Is Unchanged... US Tech's Structural Growth Multiple Is Unchanged... Chart I-9...But US Biotech's Structural Growth Multiple Has Collapsed ...But US Biotech's Structural Growth Multiple Has Collapsed ...But US Biotech's Structural Growth Multiple Has Collapsed Chart I-10Global Tech's Structural Growth Multiple##br## Is Unchanged... Global Tech's Structural Growth Multiple Is Unchanged... Global Tech's Structural Growth Multiple Is Unchanged... Chart I-11...But Global Biotech's Structural Growth Multiple Has Collapsed ...But Global Biotech's Structural Growth Multiple Has Collapsed ...But Global Biotech's Structural Growth Multiple Has Collapsed Much Of Biotech’s Underperformance Is Due To Transient Factors We have identified five culprits for biotech’s recent underperformance, but they are largely transient: The sell-off in long-duration bonds: Ironically, though the market has downgraded biotech’s structural growth, it has still behaved like a long-duration sector that has tracked the sell-off in the 30-year T-bond. Hence, if the long-duration bond rallies, it will boost biotech stocks. The focus on delivering a Covid vaccine: While biotech was developing a Covid vaccine, investors became enamoured with the sector, but once the vaccine was delivered, investors fell out of love with the sector. Yet there is more to biotech than a provider of vaccines, and as we show in the final section, the sell-off has gone too far. Regulatory concerns: In the US there has been some concern about the dilution of a biotech company’s intellectual property (IP) rights – known as March-In-Rights – if government funding or research has contributed to an innovation. In practice though, the sophistication of most innovations means that IP would remain with the innovator. There has also been concern about drug pricing reform, but as is normal in any negotiation, the opening extreme position is likely to get watered down. A drought in M&A: The focus on Covid, plus the uncertainty around regulation, has led to a drought in the M&A activity that is usually the mechanism to crystallize value. Still, for long-term investors, value is value, whether it is crystallized or not. Furthermore, the drought in M&A cannot last forever. A flood of IPOs: The more than 100 biotech IPOs in 2021 was double the usual rate, creating an oversupply and indigestion for specialist investors in the sector. But given the poor performance of the sector, the IPO flood is likely to recede through 2022-23 in a self-correction. So, we come back to the question: is it right to price a structural growth outlook for biotech worse than the overall market and much worse than for big-tech? If anything, it is big-tech that faces the much greater existential risk in the form of Web 3.0 – which will remove big-tech’s current ownership of the internet, thereby wiping out its very lucrative business model. Look out for our upcoming Special Report on this major theme. To repeat, the market is valuing US biotech at a record 40 percent discount to big-tech, and at its most unloved versus the broad market, when most of the headwinds it faces are transient. All of which leads to two investment conclusions. The market is valuing US biotech at a record 40 percent discount to big-tech, and at its most unloved versus the broad market. Overweight US biotech versus US big-tech, both tactically and structurally. Long-only investors with a time horizon of at least 2 years should go outright long biotech, especially US biotech. Fractal Trading Watchlist This week’s analysis focusses on our main theme, biotech, and we add US banks versus consumer services, Norway versus China, Greece versus euro area, and BRL/NZD. Reinforcing the arguments in the preceding sections, US biotech is deeply oversold versus broader tech, reaching a point of fractal fragility that signalled several significant turning-points through the past two decades (Chart I-12). Accordingly, this week’s recommended trade is to go long US biotech versus US tech, setting the profit target and symmetrical stop-loss at 17.5 percent. Chart I-12US Biotech Is Deeply Oversold Versus Broader Tech US Biotech Is Deeply Oversold Versus Broader Tech US Biotech Is Deeply Oversold Versus Broader Tech   US Banks Are At Risk Of Reversal US Banks Are At Risk Of Reversal US Banks Are At Risk Of Reversal Norway's Outperformance Could End Norway's Outperformance Could End Norway's Outperformance Could End Greece's Snapback At A Resistance Point Greece's Snapback At A Resistance Point Greece's Snapback At A Resistance Point BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1 Defined fully, the duration of an investment is the weighted-average of the times of its cashflows, in which the weights are the present values of the cashflows. Fractal Trading System Fractal Trades Time To Buy Biotech Time To Buy Biotech Time To Buy Biotech Time To Buy Biotech 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 Lots Of Pent-Up Demand Lots Of Pent-Up Demand Lots Of Pent-Up Demand The yen is unlikely to meaningfully appreciate until global bond yields stabilize. That said, very cheap valuations and a large net short position provide ample ammunition for an explosive rebound should macroeconomic conditions fall into place. The macro catalyst is likely to come from a domestic growth rebound. Unlike other developed economies, private consumption in Japan has been rather anemic on the back of cascading lockdowns. Inflation in Japan will remain contained in 2022, meaning the Bank of Japan will stay dovish. That said, the Japanese economy is also one of the best candidates for generating non-inflationary growth, a bullish backdrop for the currency. Our 2022 target for the yen is 104. Our sense is that most of the downside risks are well understood by markets, while upside surprises are much underappreciated. Recommendations Inception Level Inception Date Return Short CHF/JPY 125.05 2022-02-17 -   Bottom Line: Real rates are likely to remain quite attractive in Japan. While that has not been a key driver of the currency in the short term, it remains an anchor over a longer horizon. According to our in-house PPP models, an investor who buys the yen today can expect to make 6% a year over the next decade, based on the historical correlation between valuation and subsequent currency returns. Feature Chart 1Anemic Passenger Volumes Anemic Passenger Volumes Anemic Passenger Volumes The Japanese economy grew by 1.7% in 2021. For an economy with a potential growth rate of only 0.5%, this is an impressive feat. Even more remarkable is that this growth occurred within the context of very anemic domestic demand. The external sector in Japan has been benefiting from a global trade boom, while the domestic sector has been under siege from the pandemic. Anecdotally, the situation on the ground remains rather dire. Shinkansen passenger volumes are still down 35% this year after an even bigger collapse last year. According to Nikkei Asia, the waiting list to enter Japan continues to grow, as border restrictions are enforced. Of the 626,000 individuals approved for residence in Japan since January 2020, only 35% have filtered through. More broadly, at the peak, tourist arrivals (a meaningful source of demand) represented 25% of the overall Japanese population. Today, that number remains near zero (Chart 1). Amidst the gloom, pockets of Japanese financial markets are beginning to suggest a turnaround in economic conditions. The yield curve in Japan is steepening, usually a sign that monetary conditions remain very conducive to growth. Historically, that has been a bullish signal for the yen (Chart 2). Meanwhile, despite the surge in global bond yields, Japanese bank stocks are outperforming. The banking sector is usually one of the first to sniff out an improvement in economic fortunes (Chart 3). Chart 2The Yen And The Japanese Yield Curve The Yen And The Japanese Yield Curve The Yen And The Japanese Yield Curve Chart 3Japanese Banks Are Outperforming Japanese Banks Are Outperforming Japanese Banks Are Outperforming Outside financials, with inflation surging around the world, the Japanese economy is one of the best candidates for generating non-inflationary growth. This is bullish for the currency as real rates rise. Our bias is that while it might be too early to go long the yen today, conditions are gradually falling into place for a coiled spring rebound. The Case For Japanese Growth While the manufacturing PMI in Japan hit an 8-year high of 55.4 in January, the services PMI sits at 47.6, the lowest in the G10. The number of daily new COVID-19 cases breached 100,000 this month, the highest since the pandemic began two years ago. Hospitalizations and deaths are also rising acutely. However, there is rising evidence that Japan is beginning to put the worst of the pandemic behind it. 79.5% of the population is fully vaccinated, versus just about 50% six months ago. Booster shots are being ramped up quickly. The effective reproduction rate of the virus has dropped sharply, from 2.29 at the end of last year to 1.19 currently. According to government officials, there will be sufficient progress made on the virus front to begin relaxing border requirements and restrictions by next month. Optimism on the COVID-19 front will be a welcome fillip to much subdued consumer and business sentiment. Consumption outlays in Japan remain well below the pre-pandemic trend, especially towards services (Chart 4). As the economy reopens, and the labor market recovery continues, the war chest of Japanese savings that have been built in recent years should be modestly unwound. The job-to-applicants ratio is inflecting higher and workers’ propensity to consume has been improving (Chart 5). Chart 5A Labor Market Recovery Will Boost Spending A Labor Market Recovery Will Boost Spending A Labor Market Recovery Will Boost Spending Chart 4Lots Of Pent-Up Demand Lots Of Pent-Up Demand Lots Of Pent-Up Demand Wage increases remain very modest in Japan. Fumio Kishida, the Japanese prime minister has called for wage increases above 3%. His government also wants to raise the minimum wage from ¥930 to ¥1000, after a 3% increase last year. As the Shuntō (spring wage negotiations) begin, unions are likely to become more vocal in demanding wage increases. However, with a large share of temporary workers in Japan, and company preferences for one-time bonuses versus permanent pay increases, overall wage growth in Japan should remain in the 1-2% range, in line with BoJ forecasts. This puts Japan miles away from a wage inflation price spiral. From a contrarian perspective, it also means that falling unit labor costs are making the currency extremely competitive (Chart 6). Chart 6Japanese Workers Are Both Productive And Competitive Japanese Workers Are Both Productive And Competitive Japanese Workers Are Both Productive And Competitive Chart 7A Smaller Fiscal Drag In 2022 A Smaller Fiscal Drag In 2022 A Smaller Fiscal Drag In 2022 In a nutshell, Japan has had cascading shocks from the consumption tax hike in 2019 to six waves of COVID-19 over the last two years. These have led to a massive build in pent-up demand, which should be unleashed in the coming quarters. Government outlays will also go a long way towards boosting aggregate demand. A supplementary budget of ¥36tn was put together last year and approved for the fiscal year that ends this April. The even bigger 2022 budget of ¥107.6tn should also help ease the fiscal drag in 2022 (Chart 7). For a low-growth economy like Japan, with ultra-loose monetary settings, the fiscal multiplier tends to be much larger. The Export Machine Continues To Hum A boom in external demand has been a much welcome cushion for Japanese growth. Rising energy prices are hurting the nominal trade balance, but real net exports remain firm. Foreign machinery orders are still rising over 30% year on year, boosting industrial production in Japan (Chart 8). Demand from China has been an important component of foreign sales. As monetary policy is eased in Beijing, domestic demand should start to improve, preventing Japanese exports from collapsing. One of the most cyclical components of Japanese exports is machine tool orders, which remain firm (Chart 9).  Chart 9A Chinese Recovery Will Cushion Export Growth A Chinese Recovery Will Cushion Export Growth A Chinese Recovery Will Cushion Export Growth Chart 8Machinery Orders Remain Robust Machinery Orders Remain Robust Machinery Orders Remain Robust Monetary Policy And Inflation The Bank of Japan is unlikely to adjust monetary settings aggressively, amidst a recovery in demand. It could widen the target band for yield curve control, while bringing short rates back to zero, but this will require a vigorous rebound in demand and inflation. It could also scrap its 0% bank loan scheme but given these are targeted (especially towards renewable industries, and small/medium-sized firms), that is unlikely. Remarkably, the BoJ has not had to increase its holdings of government securities over the last year, as markets have viewed its policy as credible (Chart 10). Doing little is likely the best path of action for the BoJ in 2022. Chart 112% Inflation = Mission Impossible? 2% Inflation = Mission Impossible? 2% Inflation = Mission Impossible? Chart 10Not Much QE By The BoJ Not Much QE By The BoJ Not Much QE By The BoJ The key variable for the BoJ remains its 2% inflation target, which seems elusive for the time being. Inflation does not tend to accelerate in Japan until the output gap is fully closed. That has yet to occur. Meanwhile, the political push to cut mobile phone prices has been a drag on CPI. Mobile phone charges alone have cut around 1.2%-1.5% from the core core measure of Japanese inflation, according to the BoJ (Chart 11). Moreover, the decline in phone charges has been structural, even though it is usually touted as a one-off. A falling yen would allow some pass-through inflation, but this is unlikely to be sticky. The yen needs to fall 20% every year to generate 2% inflation in Japan (Chart 12). The pass-through is likely to be much higher for price-volatile items such as food and energy, which is likely to create angst among the rapidly ageing population. Chart 122% Inflation = 20% Yen Depreciation 2% Inflation = 20% Yen Depreciation 2% Inflation = 20% Yen Depreciation Putting it all together, real rates are unlikely to fall very much in Japan. This is very positive for the yen in a world with deeply negative real rates. As demand recovers, and the Japanese economy generates non-inflationary growth, the currency should find a solid footing. The Yen And Portfolio Flows It will be very difficult for the yen to rally if global yields continue to rise aggressively (Chart 13). With yield curve control in Japan, the nominal spread with foreign yields has been narrowing. However, the cost of hedging those foreign yields has also risen dramatically, which has prevented Japanese investors from aggressively flocking to overseas fixed income markets (Chart 14). That said, the weakness in the yen also suggests speculators have been borrowing in JPY to bet on carry strategies. Chart 13Global Yields Need To Stabilize To Cushion The Yen Global Yields Need To Stabilize To Cushion The Yen Global Yields Need To Stabilize To Cushion The Yen Chart 14No Massive Outflows From Japan Yet No Massive Outflows From Japan Yet No Massive Outflows From Japan Yet The rise in Treasury yields has yet to hit exhaustion from a technical perspective. Our bond strategists expect the 10-year yield to reach 2.25%, which will also enter the zone where we have historically seen some consolidation. The J.P. Morgan survey shows that most of its clients are short duration, but speculators are only modestly short 10-year or 30-year Treasurys (Chart 15). Chart 16USD/JPY And DXY Tend To Move Together USD/JPY And DXY Tend To Move Together USD/JPY And DXY Tend To Move Together Chart 15Modest Upside In Treasury Yields? Modest Upside In Treasury Yields? Modest Upside In Treasury Yields? Once yields stabilize, and the dollar starts to weaken, the positive real rate spread between Japan and the US should attract yen inflows, or at least nudge speculators to start liquidating massive short positions. As a counter-cyclical currency, the yen usually weakens against other developed market currencies, but USD/JPY tends to fall, on broad dollar weakness (Chart 16). Finally, the recent turbulence in markets has seen the yen begin to shine as a safe haven, more so than the US dollar and the Swiss franc (Chart 17). In the near term, this is a catalyst for long yen positions. With US interest rates having risen significantly versus almost all G10 countries in recent quarters, the dollar has become a carry currency. It is difficult for any currency to act as both a safe haven and carry currency, due to opposing driving forces. A rise in volatility will be a boost for the yen. Chart 17The Yen Is The Better Hedge The Yen Is The Better Hedge The Yen Is The Better Hedge Valuations And A Trade Idea In a report titled “A Short Note On US Dollar Valuations,” we suggested that the yen was the most undervalued G10 currency. According to our in-house PPP models, an investor who buys the yen today can expect to make 6% a year over the next decade, based on the historical correlation between valuation and subsequent currency returns (Chart 18). This will especially be the case if Japanese inflation keeps lagging inflation in the US. As a play on rising volatility, cheaper valuations, and a positive carry, we suggest investors short CHF/JPY today, with a stop at 127, and a target of 115. Historically, these currencies have tended to move together. However, more recently, CHF has risen substantially versus JPY, suggesting some mean reversion is due (Chart 19). Chart 18The Yen Is Very Cheap The Yen Is Very Cheap The Yen Is Very Cheap Chart 19Sell CHF/JPY Sell CHF/JPY Sell CHF/JPY Housekeeping We are closing our long AUD/NZD trade for a modest profit of 2.5%. We introduced this tactical trade over 6 months ago and are now cognizant of the negative carry as global yields rise. As a reminder we usually hold tactical trades for 6 months, and cyclical trades for 6-18 months.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Trades & Forecasts Strategic View Tactical Holdings (0-6 months) Limit Orders Forecast Summary

Executive Summary The recent 26 percent overspend on durable goods constitutes one of the greatest imbalances in economic history. An overspend on goods is corrected by a subsequent underspend; but an underspend on services is not corrected by a subsequent overspend. This unfortunate asymmetry means that the recent overspend on goods at the expense of services makes the economy vulnerable to a downturn. And the risk is exacerbated by central banks’ intentions to hike rates in response to inflation. As the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. As the 30-year T-bond rallies, so too will other long-duration bonds, long-duration stocks, long-duration sectors, and long-duration stock markets such as the S&P 500 versus short-duration stock markets such as the FTSE 100. Fractal trading watchlist: We focus on emerging markets, add financials versus industrials, and review tobacco versus cannabis, CAD/SEK, and biotech. If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? Bottom Line: As the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. Go overweight long-duration bonds, long-duration stocks, and long-duration stock markets such as the US versus non-US. Feature My colleague Peter Berezin recently wrote that recessions tend to happen when: “1) the build-up of imbalances makes the economy vulnerable to downturn; 2) a catalyst exposes these imbalances; and 3) amplifiers exacerbate the slump.” Peter is spot on. Using this checklist, I would argue that right now: There is a massive imbalance that makes the economy vulnerable to a downturn. Specifically, a 26 percent overspend on durable goods constitutes one of the greatest imbalances in economic history – the 26 percent overspend on durables refers to the US, but other advanced economies have experienced similar binges on goods. The catalyst that exposes this massive imbalance is the realisation that durables are, well, durable. They last a long time. So, if you front-end loaded many of this year’s purchases into last year, then you will not buy them this year. If you overspent by 26 percent in 2021, then the risk is that you symmetrically underspend by 26 percent in 2022. If central banks hike rates into this demand downturn, they will amplify and exacerbate the slump. A Massive Imbalance In Spending Makes The Economy Vulnerable To A Downturn Much of the recent overspend on goods was spending displaced from the underspend on services which became unavailable in the pandemic – such as eating out, going to the movies, and going to in-person doctor’s appointments. Raising the obvious question, can a future underspend on goods be countered by a future overspend on services? The answer is no. The consumption of services is constrained by time, opportunity, and biology. For example, there is a limit on how often you can eat out, go to the movies, or go to the doctor. If you are used to eating out and going to the movies once a week, and the pandemic prevented you from doing so for a year, that does not mean you will eat out and go to the movies an extra 52 times for the 52 times you missed! Rather, you will quickly revert to your previous pattern of going out once a week. This constraint on services spending means that the underspend will not become a symmetric overspend. In fact, the underspend on certain services will persist. This is because we have made some permanent changes to our lifestyles – for example, hybrid office/home working and more online shopping and online medical care. Additionally, a small but significant minority of people have changed their behaviour, shunning services that require close contact with strangers. To repeat the crucial asymmetry, an overspend on goods is corrected by a subsequent underspend; but an underspend on services is not corrected by a subsequent overspend (Chart I-1 and Chart I-2). Therefore, the recent massive overspend on goods at the expense of services makes the economy vulnerable to a downturn, and the risk is exacerbated by central banks’ intentions to hike rates in response to inflation. These hikes will prove to be overkill, because inflation is set to cool of its own accord. Chart I-1An Overspend On Goods Can Be Corrected By A Subsequent Underspend... An Overspend On Goods Can Be Corrected By A Subsequent Underspend... An Overspend On Goods Can Be Corrected By A Subsequent Underspend...   Chart I-2...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend ...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend ...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend   Durables Are Driving Inflation, And Inflation Is Driving The 30-Year T-Bond The recent binge on goods really comprises three mini-binges, which peaked in May 2020, January-March 2021, and October 2021. With a couple of months lag, these three mini-binges have caused three mini-waves in core inflation. To see the cause and effect, it is best to examine the evolution of inflation granularly – on a month-on-month basis – which removes the distorting ‘base effects.’ The mini-binges in goods lifted the core monthly inflation rate to an (annualised) 7 percent in July 2020, 10 percent in April-June 2021, and 7 percent in January 2022 (Chart I-3). Chart I-3Spending On Durables Is Driving Inflation Spending On Durables Is Driving Inflation Spending On Durables Is Driving Inflation Worryingly, the sensitivity of inflation has increased in each new mini-binge in goods spending, possibly reflecting more pressure on already-creaking supply chains as well as more secondary effects. Nevertheless, the key driver of the mini-waves in core inflation is the demand for durables, and as that demand wanes, so will core inflation. As monthly core inflation eases back, so too will the 30-year T-bond yield. What about the 30-year T-bond yield? Although it is a long-duration asset, its yield has recently been tracking the short-term contours of core inflation. So, when monthly inflation reached an (annualised) 10 percent last year, the 30-year T-bond yield reached 2.5 percent. At the more recent 7 percent inflation rate, the yield has reached 2.35 percent. It follows that as monthly core inflation eases back, so too will the 30-year T-bond yield (Chart I-4). Chart I-4Inflation Is Driving The 30-Year T-Bond Inflation Is Driving The 30-Year T-Bond Inflation Is Driving The 30-Year T-Bond Get The 30-Year T-Bond Right, And You’ll Get Most Things Right For the past year, the story of stocks has been the story of bonds. Or to be more precise, the story of long-duration stocks has been the story of the 30-year T-bond. Through this period, the worry du jour has changed – from the Omicron mutation of SARS-CoV-2 to an Evergrande default to Facebook subscriber losses and now to Russia/Ukraine tensions. Yet the overarching story through all of this is that the long-duration Nasdaq index has tracked the 30-year T-bond price one-for-one (Chart I-5). And the connection between S&P 500 and the 30-year T-bond price is almost as good (Chart I-6). Chart I-5Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Chart I-6Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right The tight short-term connection between long-duration stocks and the 30-year T-bond makes perfect sense. The cashflows of any investment can be simplified into a ‘lump-sum’ payment in the future, and the ‘present value’ of this payment will move in line with the present value of an equal-duration bond. So, all else being equal, a long-duration stock will move one-for-one in line with a long-duration bond. The story of long-duration stocks has been the story of the 30-year T-bond. ‘Value’ stocks and non-US stock markets which are over-weighted to value have a shorter-duration. Therefore, they have a much weaker connection with the 30-year T-bond. It follows that if you get the 30-year T-bond right, you’ll get most things right: The performance of other long-duration bonds (Chart I-7). The performance of long-duration growth stocks (Chart I-8). The performance of ‘growth’ versus ‘value’ (Chart I-9). The performance of growth-heavy stock markets like the S&P 500 versus value-heavy stock markets like the FTSE100 (Chart I-10). Of course, the corollary is that if you get the 30-year T-bond wrong, you’ll get most things wrong. Observe that the 1-year charts of long-duration bonds, growth stocks, growth versus value, and S&P 500 versus FTSE100 are indistinguishable. Proving once again that investment is complex, but it is not complicated! Chart I-7Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Chart I-8Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right   Chart I-9Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Chart I-10Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Our expectation is that as the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. Go overweight long-duration bonds, long-duration stocks, long-duration sectors, and long-duration stock markets such as the US versus non-US. Fractal Trading Watchlist This week we focus on emerging markets, add financials versus industrials, and review tobacco versus cannabis, CAD/SEK, and biotech. Emerging markets (EM) have been a big underperformer through the past year, but it may be time to dip in again, at least relative to value-heavy developed market (DM) indexes. Specifically, MSCI Emerging Markets versus MSCI UK has reached the point of fractal fragility that signalled previous major turning-points in 2014, 2018, and 2020 (Chart I-11). Accordingly, this week’s recommended trade is to go long MSCI EM versus UK (dollar indexes), setting the profit-target and symmetrical stop-loss at 10 percent.  Chart I-11Time To Dip Into EM Again, Selectively Time To Dip Into EM Again, Selectively Time To Dip Into EM Again, Selectively Financials Versus Industrials Is Approaching A Turning-Point Financials Versus Industrials Is Approaching A Turning-Point Financials Versus Industrials Is Approaching A Turning-Point Image CAD/SEK At A Top CAD/SEK At A Top CAD/SEK At A Top Awaiting A Major Entry-Point Into Biotech Awaiting A Major Entry-Point Into Biotech Awaiting A Major Entry-Point Into Biotech Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area   Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations I Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Image   Indicators To Watch - Interest Rate Expectations III A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face Image    

Executive Summary China Needs To Create RMB35 Trillion In Credit In 2022 China Needs To Create RMB35 Trillion In Credit In 2022 China Needs To Create RMB35 Trillion In Credit In 2022 The pace of credit creation in January increased sharply over December. However, the jump was less than meets the eye compared with previous easing cycles and adjusted for seasonality. Our calculation suggests that a minimum of approximately RMB35 trillion of new credit, or a credit impulse that accounts for 29% of this year's nominal GDP, will be needed to stabilize the economy. January’s credit expansion falls short of the RMB35 trillion mark on a six-month annualized rate of change basis. Our model will provide a framework for investors to gauge whether the month-over-month credit expansion data is on track to meet our estimate of the required stimulus. Despite an improvement in January's credit growth from December, it is premature to update Chinese stocks (on- and off-shore) to overweight relative to global equities. Bottom Line: Approximately RMB35 trillion in newly increased credit this year will probably be needed to revive China’s domestic demand.  Any stimulus short of this goal would mean that investors should not increase their cyclical asset allocation of Chinese stocks in a global portfolio. Feature January’s credit data for China exceeded the market consensus. The aggregate total social financing (TSF) more than doubled in the first month of 2022 from December last year. However, on a year-over-year basis, the increase in January’s TSF was smaller than in previous easing cycles, such as in 2013, 2016 and 2019. Furthermore, underlying data in the TSF reflects a prolonged weak demand for bank loans from both the corporate and household sectors. While January’s uptick in credit expansion makes us slightly more optimistic about China’s policy support, economic recovery and equity performance in the next 6 to 12 months, we are not yet ready to upgrade our view. An estimated RMB35 trillion in newly increased credit this year will likely be necessary to revive flagging domestic demand. In the absence of seasonally adjusted TSF data in China, our framework will help investors determine whether incoming stimulus is on course to meet this objective. Interpreting January’s Credit Numbers Chart 1A Sharp Increase In Credit Creation In January A Sharp Increase In Credit Creation In January A Sharp Increase In Credit Creation In January January’s credit creation beat the market consensus to reach RMB6.17 trillion, pushed up by a seasonal boost and a frontloading of government bond issuance (Chart 1). However, the composition of the TSF data reflects an extended weakness in business and consumer credit demand. On the plus side, net government bond financing, including local government special purpose bonds, rose to RMB603 billion last month, more than twice the amount from January 2021 (Chart 1, bottom panel). Corporate bond issuance also picked up, reflecting cheaper market rates and more accommodative liquidity conditions (Chart 2). Furthermore, shadow credit (including trust loans, entrust loans and bank acceptance bills) also ticked up in January compared with a year ago. The increase in informal lending sends a tentative signal that policymakers may be willing to ease the regulatory pressure on shadow bank activities (Chart 3). Chart 2Corporate Financing Through Bond Issuance Also Increased Corporate Financing Through Bond Issuance Also Increased Corporate Financing Through Bond Issuance Also Increased Chart 3Shadow Banking Activity Ticked Up For The First Time In A Year Shadow Banking Activity Ticked Up For The First Time In A Year Shadow Banking Activity Ticked Up For The First Time In A Year Meanwhile, several factors suggest that the surge in January’s credit expansion may be less than what it appears to be at first glance. First, credit growth is always abnormally strong in January. Banks typically increase lending at the beginning of a year, seeking to expand their assets rapidly before administrative credit quotas kick in. In recent years loans made during the first month of a year accounted for about 17% - 20% of total bank credit generated for an entire year. Secondly, the credit flow in January, although higher than in January 2021, was weaker than in the first month of previous easing cycles. Credit impulse – measured by the 12-month change in TSF as a percentage of nominal GDP – only inched up by 0.6 percentage points of GDP in January this year from December, much weaker than that during the first month in previous easing cycles (Chart 4). TSF increased by RMB980 billion from January 2021, lower than the RMB1.5 trillion year-on-year jump in 2019 and the RMB1.4 trillion boost in 2016 (Chart 4, bottom panel). Chart 4The Magnitude Of Increase In January’s Credit Impulse Less Than Meets The Eye Takeaways From January’s Credit Data Takeaways From January’s Credit Data Chart 5Corporate Demand For Bank Credit Remains Soft Corporate Demand For Bank Credit Remains Soft Corporate Demand For Bank Credit Remains Soft Furthermore, China’s households and private businesses have significantly lagged in their responses to recent policy easing measures and their demand for credit remained soft in January (Chart 5). Bank credit in both short and longer terms to households were lower than a year earlier due to downbeat consumer sentiment (Chart 6A and 6B). Chart 6AConsumption Was Unseasonably Weak During Chinese New Year Consumption Was Unseasonably Weak During Chinese New Year Consumption Was Unseasonably Weak During Chinese New Year Chart 6BHouseholds' Propensity To Consume Continues Trending Down Households' Propensity To Consume Continues Trending Down Households' Propensity To Consume Continues Trending Down How Much Stimulus Is Necessary? Our calculation suggests that China will probably need to create approximately RMB35 trillion in new credit, or 29% of GDP in credit impulse, over the course of this year to avoid a contraction in corporate earnings. In our previous reports, we argued that the state of the economy today is in a slightly better shape than the deep deflationary period in 2014/15, but the magnitude of the property market contraction is comparable to that seven years ago. Chart 7 illustrates our approach, which uses a model of Chinese investable earnings growth. The model is designed to predict the likelihood of a serious contraction in investable earnings in the coming 12 months. It includes variables on credit, manufacturing new orders and forward earnings momentum. The chart shows that the flow of TSF as a share of GDP needs to reach a minimum of 28.5% in order that the probability of a major earnings contraction falls below 50%. The size of the credit impulse necessary is 2 percentage points higher than that achieved last year, but still lower than the scope of the stimulus rolled out in 2016. Assuming an 8% growth rate in nominal GDP in 2022, the credit flow that should to be originated this year would be about RMB35 trillion, as illustrated in Chart 8. The chart also shows that this amount would exceed a previous high in credit flow reached in late-2020. Chart 7China Needs At Least A 29% Credit Impulse In 2022 To Avoid An Earnings Recession China Needs At Least A 29% Credit Impulse In 2022 To Avoid An Earnings Recession China Needs At Least A 29% Credit Impulse In 2022 To Avoid An Earnings Recession Chart 8China Needs To Create RMB35 Trillion In Credit In 2022 China Needs To Create RMB35 Trillion In Credit In 2022 China Needs To Create RMB35 Trillion In Credit In 2022 Based on a 3-month annualized rate of change, January’s credit growth appears that it will achieve the RMB35 trillion mark. However, the jump in TSF largely reflects a one-month leap in frontloaded local government bond issuance and it is not certain if private credit will accelerate in the months ahead. For now, we contend the stimulus have been insufficiently provided during the past six months (Chart 8, bottom panel). Chance Of A Stimulus Overshoot? We will closely monitor whether the month-to-month pace of credit growth is consistent with the scope of the reflationary policy response required to revive China’s domestic demand. Despite a sharp improvement in January’s headline credit number, we view the policy signal from January’s credit data as neutral. China’s unique cyclical patterns and the lack of official seasonally adjusted data make monthly credit figures difficult to interpret. Charts 9 and 10 represent an approach that we previously introduced to help gauge whether the pace of credit creation is on track to meet the stimulus called for to stabilize the economy. Chart 9Jan Credit Growth Looked To Be Stronger Than A “Half-Strength” Credit Cycle… Takeaways From January’s Credit Data Takeaways From January’s Credit Data Chart 10…But It Is Too Early To Conclude It Is In Line With What Is Needed Takeaways From January’s Credit Data Takeaways From January’s Credit Data The charts show an average cumulative amount of TSF as the year advances, along with a ±0.5 standard deviation, based on data from 2010 to 2021. The thick black line in both charts shows the progress in new credit creation this year, assuming an 8% annual nominal GDP growth rate. Chart 9 shows the cumulative progress in credit, assuming a 27% new credit-to-GDP ratio for the year, whereas Chart 10 assumes 30%. The 27% ratio scenario shown in Chart 9, which is slightly higher than the magnitude of stimulus in 2019, would correspond to a very measured credit expansion. If the thick black line continues to trend within this range, it would suggest that policymakers are reluctant to allow credit growth to surge. Consequently, global investors should continue an underweight stance on Chinese stocks. In contrast, Chart 10 represents a 30% rate of TSF as a share of this year’s GDP; this would be the adequate stimulus needed for a recovery in domestic demand. A cumulative amount of TSF that trends within or above this range would provide more confidence that a credit overshoot similar to 2015/16 and 2020 would occur.   Investment Conclusions It is premature to upgrade Chinese stocks to an overweight cyclical stance (i.e. over 6-12 months) within a global portfolio. For now, we recommend investors stay only tactically overweight in Chinese investable equities versus the global benchmark, given their cheap relative valuations. Meanwhile, the increase in January’s TSF, while registering an improvement relative to previous months, does not signal that the pace of credit growth will be strong enough to overcome the negative ramifications of the ongoing deceleration in housing market activity. Therefore, in view of policymakers’ steadfast desire to avoid another major credit overshoot, our cyclical recommendation to underweight Chinese stocks remains unchanged.   Jing Sima China Strategist jings@bcaresearch.com Strategic Themes Cyclical Recommendations Tactical Recommendations

Executive Summary We back-tested equity strategies based on our rotation framework. They deliver positive excess returns and lower volatility. We also introduce our Excess Returns Rotation Maps, a new investment tool with an impressive track record. Based on the current reading of our rotation graphs and the predictive ability of our Rotation Maps, we recommend investors favor both the Euro Area Volatility index over the Momentum index and Value over Growth over the next twelve months. Strategy Performance For Sectors The Great Rotation The Great Rotation Bottom Line: At the national level, favor Swedish equities over German ones, German equities over both Italian and French equities, and Dutch stocks over their Spanish counterparts. At the sector level, overweight Materials relative to Energy, Energy to Financials, and Tech stocks to Communication stocks. Feature 2022 started with a bang. Economic activity slowed because of the Omicron variant, but labor markets continue to improve. Meantime, yields rose and inflation has remained sticky, thus forcing the Fed—and even the European Central Bank (ECB)—into a hawkish pivot. Suddenly, the prospect of rising interest rates and tightening of financial conditions has dawned upon investors. And, if this were not enough, the potential for a major geopolitical event is rising because the tensions between Russia and Ukraine have flared, refueling the European energy crisis. Considering how elevated equity valuations already are, these developments have ultimately caused investment sentiment to deteriorate sharply. Net bullish sentiment hit its lowest level since April 2013 according to the latest American Association of Individual Investors (AAII) survey, followed shortly thereafter by an inversion of the VIX curve and a record volume for put options. In January, the S&P 500 and the Nasdaq fell, respectively, by 5.2% and 9%, while the Euro Area MSCI index fell by 3%. However, these exhaustion / worry signs are not harbingers of a recession. The yield curve—which provides an historically excellent leading indicator of recessions—has not inverted. Credit spreads are widening, but they do not yet flash major stress points. We remain bullish on a cyclical horizon, especially for European equities, even if the near-term market outlook continues to be tricky, which is why we recommend investors hold protections. Nonetheless, we expect economic growth to remain solid. The Chinese credit impulse is trying to bottom, the global capex cycle is firm, and European households are still flush with savings that they will ultimately spend. Finally, the ECB is unlikely to raise interest rates until year-end. Bouts of volatility such as the current one are common at the beginning of episodes of policy tightening. The rise in inflation forces investors to experience a rather painful rotation that moves them from the pain of rising rates, to the fear of a more severe market correction, and which ultimately shifts them away from the deflationary mindset of the last decade. Last November, we introduced our relative rotation graphs to identify where equities stood in their rotation and thereby to help investors navigate these dangerous waters.To obtain a visual representation of the rotation, we position different assets in quadrants1 based on proprietary indicators of their relative strength and relative momentum. In this follow-up report, we put the effectiveness of our rotation framework to the test by providing the backtest summary results of the relative equity returns associated with each quadrant over time, as well as the relative returns obtained by picking long/short equity pairs based on our Rotation Maps framework. Our Rotation Maps framework delivers positive excess returns and lower volatility. More importantly, an ex-ante investment strategy based their predictive ability yields strong results, in relation to its application to investment styles, at sector or national levels. Timing The Rotations The main assumption of the Rotation Maps framework is that, on average, equities follow the rotation pattern illustrated in Diagram 1. We do not expect it to operate like clockwork, but gathering more descriptive statistics about these patterns over time provides valuable information, from the amount of time spent in each of the quadrants to how much time it takes to complete a rotation. One does not want to assume equities have just stepped into the Leading quadrant when, in fact, they have been there for several weeks already, implying it is probably not a good entry point on a tactical basis. This is why we show the entire rotation trail and not only the last reading.  We have added these descriptive statistics in each quadrant on Diagram 1. Diagram 1Stylized Rotation Pattern The Great Rotation The Great Rotation Knowing that on average—and ignoring temporary moves—equities tend to remain between 15 and 16 weeks within one quadrant means that we can calculate what the expected returns over the next one to three months will be once equities come to occupy a specific quadrant. Unsurprisingly, the best (worst) expected returns are obtained when equities are in the Leading (Lagging) quadrant, notwithstanding the ones we look at (Table 1). Table 1Stepping Into A Quadrant: 1-Month & 3-Month Returns The Great Rotation The Great Rotation The results clearly show that you can identify both future winners and losers based on where they currently stand in their rotation and thus enter long/short pairs trades accordingly. Within a three-month time horizon, this observation generally means buying equities that are in the Leading quadrant and selling those that are in the Lagging quadrant. To do so beyond a three-month time horizon requires using the information we collected about each rotation to predict where equities will stand in their respective rotation patterns at a certain point in the future. Having done that, we can anticipate what the predicted excess returns2 will be for a given pair trade based on the current quadrants of each leg. Table 2 presents the Excess Returns Rotation Map for Euro Area Value / Growth equities over different time horizons. At present, Value equities are located in the Leading quadrant, whereas Growth equities are in the Lagging quadrant. In the past, when this was the case, Value outperformed Growth on a three-, six-, and twelve-month horizon by 0.8%, 1.1%, and 3.1%, respectively. Table 2Excess Return Rotation Map: Value Versus Growth The Great Rotation The Great Rotation For presentation purposes, we only display one example of Rotation Map in this report. The Excess Returns Rotation Maps for each European investment style, sector, and national market mentioned thereafter is available on demand. Rotation Maps… Or Treasure Maps? The true usefulness of Rotation Maps lies in looking at each rotation graph at any point in time and using its predictive ability to pick the best pair trades, thus generating alpha. We designed two investment strategies to see whether our Rotation Maps framework adds value to the investment process. Both strategies are purely mechanical and do not require any judgement. Chart 1Strategy Performance For Investment Styles The Great Rotation The Great Rotation In the first strategy, we picked a pair trade with the highest predicted returns over the next twelve months among all the rotation maps and held it over that timeframe, and then we repeated this process for every year. In the second investment strategy, rather than picking the best predicted pair trade, we selected a basket comprised of the top 10% The results of both strategies for European equity styles, sectors, and national bourses are shown in Charts 1, 2, and 3. These results are astounding. The main value of this framework seemingly comes from its ability not only to avoid major stock market corrections but also to deliver strong positive returns. Case in point: when the Euro Area MSCI index fell by 47% in 2008, our top 10% baskets had an average return of 18% (styles), 22% (sector level), and 13% (nation level). Chart 2Strategy Performance For Sectors The Great Rotation The Great Rotation Chart 3Strategy Performance For National Markets The Great Rotation The Great Rotation The two strategies do not consistently beat the market. However, used over a multi-year horizon, our framework achieves annual returns that are, on average, two to three times higher than those of the market. We are confident we can improve the overall effectiveness of our framework by applying it in conjunction with our own cyclical macro views. In future research, we will explore how to exploit the rotation framework under different macro environments, such as when yields or inflation are rising. Having said that, which equities are predicted to generate the most alpha over the next twelve months based on the current picture? European Investment Styles Over the past three months, many European investment styles have moved into the Lagging quadrant, notably growth stocks (Chart 4). Meanwhile value stocks are solidly in the Leading quadrant, supported by rising yields. Small-caps equities finally escaped the Lagging quadrant and should deliver positive relative returns over the next few months. Chart 4Relative Rotation Graph: European Investment Styles The Great Rotation The Great Rotation Our Rotation Maps framework suggests that going long volatility stocks relative to momentum ones as well as going long value versus growth are the two trades predicted to deliver the highest returns over the next twelve months. European Sectors The sector shifts in European markets mirror the general confusion in the market: ignore the volatility and keep chasing cyclical stocks or find shelter in defensive stocks (Chart 5)? It looks like they did both. Most defensive sectors have moved into either the Improving or Leading quadrants, except for Consumer Staples. In the meantime, Energy and Financials, two cyclical sectors, have been occupying the Leading quadrant for quite some time. Chart 5Relative Rotation Graph: European Sectors The Great Rotation The Great Rotation Our Rotation Maps framework indicates that the following trades are predicted to deliver the highest returns over the next twelve months: Materials over Energy Energy over Financials Tech over Communication Services Utilities over Tech Health Care over Industrials Industrials over Financials European National Markets As expected, the rotational pattern exhibited by European national bourses continues to reflect their respective sectoral biases (Chart 6). The tech-heavy Dutch market has finally moved into the Lagging quadrant. Until industrials do better, the Swedish market will linger in the Lagging quadrant. Chart 6Relative Rotation Graph: European National Markets The Great Rotation The Great Rotation Germany scarcely moved at all, mostly staying in the Improving quadrant. We take it that the rotation pattern will shift German stocks to the Leading quadrant over the next few months, which support an overweight position in German equities. Similarly, the rotation should shift Spanish equities to the Leading quadrant over the short run, especially if German yields keep rising. Italian equities appear to have already been raised by higher yields into the Leading quadrant. Our Rotation Maps indicates that the following trades are predicted to deliver the highest returns over the next twelve months: Swedish stocks over German ones German stocks over Italian ones German stocks over French ones Dutch stocks over Spanish ones   Jeremie Peloso, Associate Editor JeremieP@bcaresearch.com     Footnotes 1     The “Leading” (“Lagging”) quadrant denotes assets performing better (worse) than their benchmark, with strengthening (weakening) momentum. The “Improving” (“Weakening”) quadrant denotes assets that are performing worse (better) than the benchmark, with strengthening (weakening) momentum. 2     We define excess returns as the total returns of the long/short position based on the rotation in excess of the average returns observed in the past.

Dear client, In lieu of our weekly bulletin next week, I will be hosting a webcast on Friday, January 28 at 11:00 am EST, to discuss recent dollar trends. I hope you all tune in. Kind regards, Chester Ntonifor Highlights While not often discussed, it is well known that the dollar is expensive. It is true that valuations tend to matter less until they trigger a tipping point. Such inflections usually coincide with huge external imbalances, especially generated by an overvalued exchange rate. The US dollar could be stepping into such a paradigm - the DXY is 1.5 standard deviations above fair value, at the same time as the goods trade deficit is hitting record lows, and real interest rates are deeply negative. More importantly, there has been limited precedence to such a dollar configuration. Historically, it has required much higher real interest rates, or an improving balance of payments backdrop, to justify such lofty valuations. Our trading model shows that selling a currency when it is expensive and buying it when it is cheap generates excess returns over time. Within our valuation ranking, the cheapest currencies are JPY, SEK and NOK. On a terms-of-trade basis, the AUD stands out as a winner. Feature Chart 1High Dollar Valuation And Ultra-Low Real Rates Is Unprecedented High Dollar Valuation And Ultra-Low Real Rates Is Unprecedented High Dollar Valuation And Ultra-Low Real Rates Is Unprecedented Valuations usually get little respect when it comes to medium-term currency movements. This has been especially the case over the last few years, where the macroeconomic environment has been by far the biggest driver of the US dollar. The bull market in the dollar from 2011 to 2020 coincided with higher real interest rates in the US, relative to the rest of the developed world. In fact, since 2008, no developed market central bank has been able to hike rates by more than 200bps, except for the US Federal Reserve. Our report last week focused on why aggressive interest rate increases by the Federal Reserve could be bullish for the US dollar in the short term, but eventually set the stage for depreciation. In this report, we argue that valuations will also become a more important factor for currency strategy over the next 1-2 years (Chart 1). The Dollar And The External Balance The framework to understand currencies and the external balance is straightforward - a rising trade deficit (imports > exports) requires a lower exchange rate to boost competitiveness in the manufacturing sector, or less spending to reduce the trade deficit. Reduced domestic spending is unlikely in most developed economies, given ample pent-up demand and loose fiscal policy. Therefore, the natural adjustment mechanism for countries running wide trade deficits will have to be the exchange rate. Within a broad spectrum of developed and emerging market currencies, the US dollar stands out as overvalued on a real effective exchange rate basis (Chart 2A and 2B). It is true that valuations tend to matter less until they trigger a tipping point. Such inflections usually occur with a shift in animal spirits, coinciding with huge external imbalances. Chart 2 Chart 2 In the US, these imbalances are already starting to trigger a shift. The US trade deficit is deteriorating, with the goods deficit hitting a record low of -$98bn in November. Over the last few years, it has become increasingly difficult to fund this widening trade deficit via foreign purchases of US Treasuries (Chart 3). Meanwhile, as we highlighted last week, substantial equity inflows over the last few years have started to roll over. In a nutshell, the basic balance in the US (the sum of the current account and foreign direct investment) is deteriorating at an accelerated pace (Chart 4). The US current account deficit for Q3 came in at -$214.8 billion, the widest in over a decade. This has reversed a lot of the improvement in the basic balance since the Global Financial Crisis. The dollar tends to decline on a multi-year basis when the basic balance peaks and starts deteriorating. Chart 4Deteriorating Balance Of Payments Dynamics US Balance Of Payments Deteriorating Balance Of Payments Dynamics US Balance Of Payments Deteriorating Balance Of Payments Dynamics US Balance Of Payments Chart 3It Is Becoming Increasingly Difficult To Fund The Widening Deficit It Is Becoming Increasingly Difficult To Fund The Widening Deficit It Is Becoming Increasingly Difficult To Fund The Widening Deficit Fiscal policy is likely to become tighter in the next couple of years, easing the domestic spending constraint for the exchange rate. That said, fiscal policy will remain loose compared to pre-pandemic levels and relative to underlying employment conditions. This has historically led to a deterioration in the external balance and pulled the real effective exchange rate of the dollar down (Chart 5). Chart 5The Dollar And The Budget Deficit The Dollar And The Budget Deficit The Dollar And The Budget Deficit Real Interest Rates And The Dollar It is remarkable that at a time when real rates are the most negative in the US, the dollar is as overvalued as it has been in decades on a simple PPP model. This is a perfect mirror image of the dollar configuration at the start of the bull market in 2010, where the dollar was cheap and real rates were more supportive (Chart 1). According to economic theory, a currency should adjust to equalize returns across countries. This is a no-arbitrage condition. In the early 80s, an overvalued dollar was supported by very positive real rates. The subsequent dollar declines thereafter also coincided with falling real interest rates. In fact, over the last decade, it has been an anomaly that the dollar is so strong despite relative real interest rates being so negative (Chart 6). Our view remains that the terminal interest rate for the US should be higher than what is currently discounted in the 10-year Treasury yield. According to the overnight index swap curve, the Fed will not hike interest rates past 1.75%. This is much lower than past cycles and will keep real interest rates low. This does not justify an expensive greenback. Our shorter-term interest rate model also shows the DXY as slightly expensive, even though short-term interest rates have moved in favor of the dollar over the past year (Chart 7). Chart 6The Level Of Relative Real Yields Also Matters The Level Of Relative Real Yields Also Matters The Level Of Relative Real Yields Also Matters Chart 7Our Timing Model Suggests ##br##A Pullback Our Timing Model Suggests A Pullback Our Timing Model Suggests A Pullback Other Considerations While real effective exchange rates and purchasing power parity models are among our favorite valuation gauges, they are not foolproof. Countries with structurally higher inflation (and so a higher real effective exchange rate), could also have higher productivity. According to the Balassa-Samuelson Hypothesis, competitiveness in the tradeable goods sector will boost wages across all sectors of the economy, leading to higher prices. This argument particularly resonates with proponents that suggest the US is a fast-growing economy, and so will tend to run a current account deficit, like Australia during the commodity boom of the early 2000s. Meanwhile, the US earns more on its overseas assets than it spends on its liabilities, suggesting that the funding gap will eventually close. Unfortunately, the overvaluation of the dollar has not been due to higher relative productivity in the US, especially when compared to other economies. Across a broad spectrum of developed and emerging market economies, the dollar is expensive according to our productivity models. The Chinese RMB (which is much overvalued on a PPP basis) is closer to fair value when productivity is taken into consideration (Chart 8). Chart 8 Meanwhile, the sizeable US deficit is not completely offset by its positive investment balance (Chart 9). This is occurring at a time when many faster growing countries (such as China for example) are generating current account surpluses (Chart 10A and 10B). In a nutshell, whether one looks at relative price levels, relative productivity trends, or relative real returns on government assets, the dollar is expensive. Chart 9The Positive Income Balance Has Not Helped The Us Investment Position The Positive Income Balance Has Not Helped The Us Investment Position The Positive Income Balance Has Not Helped The Us Investment Position Chart 10 Chart 10 Conclusion Last summer, we introduced a trading model for FX valuation enthusiasts. We used both our in-house purchasing power parity models (PPP) and our intermediate-term timing models as valuation tools. Since the 2000s, both valuation models have outperformed a buy-and-hold currency strategy with much lower volatility (Chart 11). Currency valuation tends to matter over the longer term, while the macro environment tends to dominate short-term currency trading. Given that the dollar has been overvalued for the last three to five years, the above analysis suggests we might be entering this “longer-term” tipping point where valuations will start to matter more going forward. Within our valuation ranking, the cheapest currencies are JPY, SEK and NOK. On a terms-of-trade and productivity basis, the AUD stands out as a winner. This is being reflected in a record-high basic balance surplus (Chart 12). In our trade tables, we went long AUD at 70 cents, and will upgrade this to a high conviction bet on signs that currency volatility is ebbing. Chart 11A Trading Rule Solely Based On Valuation A Trading Rule Solely Based On Valuation A Trading Rule Solely Based On Valuation Chart 12AUD And Balance Of Payments AUD And Balance Of Payments AUD And Balance Of Payments Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Trades & Forecasts Strategic View Tactical Holdings (0-6 months) Forecast Summary