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Highlights Important leading indicators of Eurozone activity point to record growth in the coming quarters. Progress on the vaccination front, global pent-up demand, and easing fiscal policy will fuel the Euro Area recovery. Consensus growth expectations for the Eurozone do not reflect this upbeat outlook; hence, European economic surprises will remain firm. Robust economic surprises will help European stocks, especially small-cap ones. They will also allow for a stronger EUR/USD and rising German 10-year yields. The UK economy is strong, and the BoE will be among the first central banks to tighten policy meaningfully. However, investors understand the UK’s strength well. While the cyclical outlook for the pound is bright against both the USD and the EUR, the GBP is vulnerable to some near-term profit taking. Downgrade UK small-cap stocks to neutral on a tactical basis.  Feature The case for the Eurozone’s recovery is only growing stronger. However, consensus growth forecasts for the Euro Area remain modest. Faced with this dichotomy, the European economy has ample room to generate positive surprises in the coming months. This process will support European financial assets, small-cap stocks in particular. This contrasts with UK assets, where investors have already embedded generous growth assumptions in response to the country’s rapid pace of vaccination. A tactical downgrade of UK small-cap equities is appropriate. Surprise! Two indicators from outside the Eurozone point to an elevated likelihood that the European economy will generate some exceptionally strong growth numbers over the coming 12 months. First, the Swiss KOF Economic Barometer hit an all-time high in April. The KOF series is an excellent leading indicator of Switzerland’s economic activity, and it currently forecasts record GDP growth and PMIs for that country (Chart 1). This message of strength for Switzerland bodes well for the Eurozone. While the Swiss market is defensive, owing to its heavy exposure to healthcare and consumer staple stocks, the Swiss economy is pro-cyclical. Exports represent 60% of GDP, and exports to the Eurozone account for 40% of this total. Moreover, the growth-sensitive machinery, consumer goods, and chemicals categories account for almost 50% of shipments. Based on these observations, the KOF Economic Barometer forecasting ability unsurprisingly extends beyond Swiss economic variables; it also anticipates positive growth for the Global Manufacturing PMI, the Euro Area Manufacturing PMI, and the Eurozone’s forward earnings (Chart 2). Chart 1Climbing Swiss Peaks Chart 2A Good Sign For The Eurozone Second, an aggregation of Swedish economic data confirms the KOF indicator’s message and also calls for record economic activity in Europe. Our Swedish Economic Diffusion Index, which incorporates 14 data series from the Nordic country, points toward a further acceleration in the Euro Area PMIs relative to the US (Chart 3). It is also consistent with a pick-up in the performance of European equities relative to the US. These important indicators of the European economy reflect a variety of forces at play that increasingly point toward stronger growth. Among them, the improvement in the pace of vaccination is crucial to lifting the mood across the continent. As the top panel of Chart 4 illustrates, the number of daily vaccine doses administered across major Euro Area economies is accelerating sharply. While it took three months to inoculate 20% of the population, it only took one month to raise the vaccinated population to nearly 40% (Chart 4, bottom panel). Chart 3Sweden Leads The Eurozone Chart 4Accelerating Vaccinations Euro Area fiscal policy is also moving in a more growth-friendly direction. The Italian Budget announced on April 26 will add EUR248 billion in spending over the next six years. For the moment, Germany has abandoned its debt brake, and, as we wrote three weeks ago, the September election is likely to reify this outcome and further ease fiscal policy in Europe’s biggest economy. Spain is the second largest recipient of the NGEU funds, and it is expected to increase fiscal spending by EUR167 billion over the coming six years. In addition, France has yet to give clear hints about its plan, but next year’s elections are likely to result in further stimulus measures as well. Thus, fiscal easing in Europe will only increase from this point on (Chart 5). Chart 5The Expanding European Stimulus Accumulated pent-up demand remains another potent fuel for growth in the Euro Area. Unlike in the US, spending on durable goods in the Eurozone has not overtaken its pre-pandemic levels (Chart 6). Furthermore, global inventory-to-sales ratio are low, which hints at a coming inventory restocking cycle. These two trends will benefit Euro Area economic activity. The service sector recovery has more to go. Despite some recent improvements, the Eurozone’s Service PMI remains depressed compared to that of the US (Chart 7, top panel). However, the acceleration in the European vaccination campaign and the continued injection of fiscal support at the same time as the lockdowns ebb should result in a significant catch up in service activity in the Euro Area. Thus, the double-dip recession is on the verge of ending and giving way to a robust GDP expansion (Chart 7, bottom panel). Chart 6Ample European Pent-up Demand Chart 7The Service Sector Recovery Is Paramount Even though the recovery in GDP growth will lead to strong positive economic surprises for the Euro Area, consensus growth expectations for the region remain conservative. According to Bloomberg, Eurozone annual GDP growth is expected to reach 12.6% in Q2 because of an extremely strong base effect. However, growth will decelerate suddenly and hit 2.3% in Q3 and 4.3% in Q4. Growth is anticipated to be 4.1% in 2022. These are low thresholds to beat, and thus, economic surprises will remain positive. Chart 8Decomposing The Surprises The source of positive economic surprises is likely to be broad-based. If the service sector recaptures some of its previous shine, the Surveys and Business Cycle component and the Labor Market component of the Bloomberg surprises index will improve and remain positive for many months (Chart 8). Moreover, the absorption of pent-up demand will allow the Retail and Wholesale as well the Personal/Household components to remain robust or firm up further. Finally, the strength of the global manufacturing sector and the elevated potential for a global inventory restocking will allow the Industrial component to firm up anew. Bottom Line: The European economy is in a good place to validate the upbeat message from the KOF Economic Barometer or the Swedish Economic Diffusion Index. Since expectations for European economic activity are still limited for the second half of 2021, this strong growth performance will result in positive economic surprises. Investment Implications The heightened odds that Europe will generate significant positive economic surprises for the coming quarters means that investors’ perspective of the Euro Area will gradually improve. While this process will ultimately curtail the ability of Europe to beat expectations, it will also lift Eurozone assets. If our forecast is correct that European economic surprises will largely be positive over the coming 6 to 12 months, then European equities are more likely to generate generous returns than otherwise. Table 1 highlights that positive changes in the Economic Surprise Index (ESI) on a 3-month, 6-month, and 12-month horizon coincide with returns of the Euro Area MSCI equity benchmarks that have positive batting averages of 72%, 70%, and 73%, respectively. Moreover, the average and median returns are significantly higher than when the ESI deteriorates. Table 1Forecasting Strong Surprises Means Forecasting Strong Equity Returns The signal from the ESI is weaker if we do not make forecasts about its direction. The batting averages of subsequent 3-month and 6-month equity returns following an improving ESI are 63% and 69%, respectively, and the median subsequent returns are higher than if today’s ESI is deteriorating, but not to the same extent as when we make a forecast of the ESI. 12-month returns for the Eurozone MSCI index have a 58% chance of being positive, if the ESI increases over a 12-month window, which is lower than the 63% batting average if the ESI worsens. Moreover, average and median 12-month expected returns are somewhat higher if the ESI has been deteriorating rather than improving over the past 12-month period. European small cap equities will be prime beneficiaries of the coming growth outperformance. From an economic perspective, this makes sense because small-cap stocks are geared more toward domestic growth than large-cap equities, which are dominated by multinationals. Table 2 shows that 3-month, 6-month, and 12-month periods of improvement in the surprise index precede an outperformance of small-cap relative to large-cap stocks over similar windows of time. Thus, the current positive level of the European ESI and its ability to rise further should favor small-cap European equities. Table 2Favor Small-Cap Stocks Table 3A Bullish Backdrop For EUR/USD The same exercise shows that the outlook also favors the euro. European economic surprises should continue to outpace the US, because Eurozone growth will catch up to the US, but investors already have much loftier expectations for US activity than for the Euro Area. Table 3 illustrates that periods when the Eurozone’s ESI is greater than that of the US, EUR/USD generates a positive 3-month return 65% of the time, with a median gain of 1.3%. When the US ESI is higher, the EUR/USD depreciates 55% of the time, with a median loss of -0.5%. Chart 9Rising German Yields? Finally, the potential for stronger European ESI is negative for Bunds. Speeches by various members of the European Central Bank Governing Council indicate that the ECB will tolerate higher yields, if they reflect stronger economic activity. As the European vaccination campaign advances and the fiscal stimulus increases, the need to maintain depressed Bunds yields recedes. Hence, a continuation of positive ESI readings is now more likely to boost these yields. Additionally, the gap between the European ESI and the US one will remain positive, thus, a period of rising German yields relative to the US is more likely (Chart 9).  Bottom Line: The ability of the European economy to continue to surprise positively should generate attractive equity returns on the continent. Moreover, this economic backdrop is consistent with an outperformance of small-cap equities, as well as an appreciating EUR/USD. Under these circumstances, Bunds yields should experience more upside. Country Focus: The UK’s Outlook Is Brightening, Unsurprisingly Last week, the Bank of England left the total size of its asset purchase program in place at GBP875 billion, even if the weekly pace of purchases was slowed to GBP3.4 billion from GBP4.4 billion. The BoE also raised its 2021 growth forecast to 7.5%, from 5% in February.  The BoE is joining the Bank of Canada as one of the first central banks to taper its asset purchase program. It will also be one of the first central banks to increase interest rates, after the Norges Bank, but ahead of the Fed. In a way, the UK shares many similarities with our recent positive depiction of the Swedish economy. Chart 10Support For Household Net Worth The rapid pace of vaccination in the UK allows for a vigorous economic recovery. In all likelihood, the UK economy will have contracted in Q1 2021 because of the severe lockdowns that prevailed then; however, these lockdowns are being eased and economic fundamentals point up. Our Global Fixed Income and Foreign Exchange strategists recently demonstrated that house prices are increasing on the back of rising mortgage approvals and falling household debt-servicing obligations (Chart 10). The robust readings of the RICS House Prices survey only confirm the positive outlook for housing prices. Expanding house prices will elevate consumption. An appreciating housing stock boosts the wealth of households and leads to higher UK consumer confidence. Moreover, business confidence is improving; the rise in capex intentions not only indicates that investments will increase, but is also a precursor to climbing job vacancies (Chart 11). Brighter labor market prospects often result in rising consumption, especially if wages firm up, as we argued seven weeks ago. The current bout of economic strength points to some upside in UK inflation as well. The elevated PMI readings and the rapid increase in construction activity are reliable forecasters of higher CPI prints (Chart 12). However, this not a uniquely British phenomenon, and it remains to be seen how durable this rising inflation will be. Chart 11UK Consumption Will Rise More Chart 12Accelerating UK Inflation   Despite this positive economic outlook, investors should adopt a more cautious tactical stance toward UK markets. The problem for British assets is that investors have understood UK’s vaccination strength so well that they embed much optimism in the price of financial instruments levered to domestic economic activity. In contrast to the Eurozone, Bloomberg consensus forecast anticipate Q2 year-on-year GDP growth of 20.7%, 6.1% for Q3 and 6.5% for Q4. Cable is particularly ripe for some near-term profit taking. Our Intermediate-Term Technical Indicator and the 52-week rate of change of GBP/USD, as well as net speculative positions and sentiment, all point to a correction in that pair (Chart 13). Moreover, the 13-week momentum measure for EUR/GBP shows that the rapid decline in this cross is also overdone. As a result, BCA’s Foreign Exchange strategists closed their short EUR/GBP position to book some gains.  It is also time to downgrade British mid- and small-cap stocks from our current overweight stance, at least on a tactical basis. Compared to large-cap UK stocks, small-cap names have moved in a parabolic fashion, and the ratio’s elevated 52-week rate-of-change measure warns of a pullback, especially in light of the deterioration in near-term momentum (Chart 14). The message from technical indicators is particularly concerning, because the forward earnings of small-cap stocks are plunging relative to large cap ones (Chart 15). Additionally, valuation multiples on UK small-cap stocks have vastly outpaced those of their larger counterparts, despite a rapid decline in relative RoE (Chart 16). Chart 13Cable Is Ripe For Some Near-Term Profit Taking Chart 14UK Small-Cap Stocks Are Technically Vulnerable Chart 15Deteriorating Profit Performance Chart 16Quite The Valuation Premium Ultimately, these cautious views are of a short-term nature. BCA’s Foreign Exchange strategists remain upbeat on the pound on a 12- to 24-month basis. Cable continues to trade at a deep discount to our purchasing-power parity estimate, which adjusts for the composition of price indexes in the UK and the US (Chart 17). Moreover, real short rate differentials still favor GBP/USD. The pound also trades at a discount to the euro based on long-term valuation metrics. Most importantly, real interest rates differentials at both the short- and long-end of the curve, as well as the outlook for the evolution of monetary policy in the UK relative to the Euro Area, indicate a significantly lower EUR/GBP (Chart 18). Chart 17Despite Nera-term risks, Cable's Cyclical Underpinning Is Strong Chart 18Lower EUR/GBP Ahead For small-cap equities, the cyclical picture is more complex. On the one hand, their domestic exposure and a higher pound over the coming 12 to 24 months should help them, unlike the large-cap UK stocks, which derive most of their income from abroad and are negatively affected by a higher GBP. On the other hand, UK small-cap stocks have become so expensive that we need to see how an appreciating pound will boost their earnings relative to large-cap stocks before adjusting our neutral stance. Bottom Line: The strong UK economy will allow the BoE to be one of the first major DM central banks to tighten policy. This will support a further appreciation of the pound against both the dollar and the euro over the coming 12 to 24 months. Nonetheless, the GBP has been overbought on a tactical basis and is vulnerable to a near-term pullback. Similarly, compared to large-cap equities, we are downgrading small-cap UK stocks from overweight to neutral on a tactical basis.   Mathieu Savary, Chief European Investment Strategist Mathieu@bcaresearch.com Jeremie Peloso, Associate Editor JeremieP@bcaresearch.com   Cyclical Recommendations Structural Recommendations Trades Currency Performance Fixed Income Performance Government Bonds Corporate Bonds Equity Performance Major Stock Indices Geographic Performance Sector Performance​​​​​​​ Closed Trades

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Highlights The Scottish parliamentary election does not present a near-term risk of a second referendum on Scottish independence. Independence is possible down the road but very unlikely due to a host of economic and geopolitical challenges still relevant in the twenty-first century. Book gains on long CHF-GBP. Go long FTSE 100 versus developed markets excluding the United States. Feature British equities have underperformed developed markets over the past decade – even if we exclude the market-leading United States (Chart 1). The British equity market is heavily concentrated in cyclical sectors like financials and materials and has a low concentration in information technology and communications services. As such the bourse has sprung to life since the advent of the COVID-19 vaccine and the prospect of a government-stimulated global growth recovery. In keeping with our strategic preference for value over growth we also look constructively at British equities. A potential source of geopolitical and political risk is Britain’s ongoing constitutional crisis, which flared up with the failed Scottish independence referendum in 2014 and the successful referendum to leave the EU in 2016. Tensions within the UK and between the UK and EU are part of the same problem – a loss of popular confidence and trust in the current nation-state and governing institutions in the aftermath of hyper-globalization.1 This constitutional crisis added insult to injury for UK stocks by jacking up policy uncertainty and undermining the attractiveness of domestic-oriented UK companies that suffered from trade disruptions with the European Union. Chart 1UK Referendums Added Insult To Injury Chart 2Post-Brexit Trading Range For GBP-EUR Now the COVID-19 pandemic and its aftermath have changed the global scene entirely and Brexit is no longer Britain’s chief concern. But there is still a lingering question over Scotland’s status. The Scottish question has recently weighed on the British pound and reinforced the new trading range for the GBP-EUR exchange rate in the aftermath of a “hard” exit from the European Union (Chart 2). Scotland voted for a new parliament on May 6 and the preliminary results are coming in as we go to press. The pro-independence Scottish National Party is still the most popular party and even if it falls short of a majority, as online betting markets expect, it has pro-independence allies with which it could form a coalition (Chart 3). Its leader, Scottish First Minister Nicola Sturgeon, has promised to pursue a second popular referendum on seceding from the United Kingdom by 2023. Chart 3Betting Markets Doubt Single-Party Majority For SNP British Prime Minister Boris Johnson, backed by a strong Conservative Party parliamentary majority, has vowed not to allow a second referendum, arguing that the 2014 plebiscite was supposed to lay the question to rest for a while. Scottish opinion in favor of secession stands at 43.6% today, right near the 44.7% that nationalists achieved in 2014 (Chart 4). Chart 4Support For Independence Ticks Down, Still Shy Of Majority Our takeaway is to fade the Scottish risk. Book gains on our long CHF-GBP tactical trade. Go long British equities relative to DM-ex-US on the expectation of global economic normalization, which is beneficially for the outwardly oriented British multinationals that dominate the British bourse. Does Scotland Have Grand Strategy? The history of Scotland is marked by internal differences that prevent it from achieving unity and independence. Even in the twenty-first century, when many factors have coalesced to make Scottish independence more likely than at any time since the eighteenth century, the 2014 referendum produced a 10% gap in favor of remaining in the United Kingdom. This majority is all the more compelling when viewed from the perspective of geography because cross-regional support for the union is clear (Map 1). Map 1Scottish Independence Referendum Result, 2014 Why is Scotland always divided? Because it is trapped by the sea and adjacent to a greater power, England. England is usually strong enough to keep Scotland from consolidating power and asserting control over its maritime and land borders. Specifically, Scotland contains a small population (at 5.5 million today) and small economic base (GBP 155 billion in economic output at the end of 2022) dispersed over an inconvenient geography. The low-lying plains around the Firth of Forth that form the historic core of Scotland share a porous border with England. The highlands provide a retreat for Scottish forces during times of conflict, which makes it extremely difficult for southern forces, whether Roman or Anglo-Saxon, to conquer Scotland. But the highlands are equally hard for any standalone Scottish state to rule. Meanwhile the western isles are even more remote from the seat of Scottish power and vulnerable to foreign maritime powers. Since England could never conquer Scotland, its solution was to coopt the Scottish elite, who reciprocated, culminating in a merger of the two monarchies and then the two states in the seventeenth and eighteenth centuries. The British empire provided Scotland with peace, prosperity, and access to the rest of the world. History and geopolitics do not imply that Scottish independence is impossible, i.e. that union with the rest of Britain is inevitable and permanent. The Anglo-Scots union is only 314 or 418 years old, whereas Scotland existed as a recognizable kingdom for roughly six centuries prior to the joining of the crowns in 1603. It is entirely possible for Scotland to secede and break up the union known as Great Britain. The principle of rule by consent and modern democratic ideology make it difficult for London and Westminster to force Scotland into subjection like in the old days. In particular, American hegemony over Europe since WWII and the rise of the European Union have created a pathway for Scottish independence. England is no longer the indispensable gateway to peace and prosperity. Scotland can exist independently under the EU’s economic umbrella and the American security umbrella.   Europe has always played a major role in Scotland’s political fate and has always held the key to independence. Independence usually failed because European powers failed to devote large and steady resources to supporting Scotland militarily and economically. France was Scotland’s greatest patron and would lend its support for Scottish rebellion. But France also consistently failed Scotland (and Ireland) at critical junctures when independence might have been obtained. This is because France’s interests lay in distracting England rather than adopting Scotland. Chart 5Scottish Energy Production In Decline Today’s unified European continent could be a much greater patron than France ever was alone. The EU could assure Scotland of investment and access to markets even in the face of British resistance. However, the EU is still not politically unified: some members fear separatism in their own borders and therefore tend to oppose Scottish accession. It is possible that the EU could overcome this difficulty but only after a series of major events (on which more below). It took an American empire to clear the way for Irish independence. But Ireland has the moat of the Irish Sea – and the United Kingdom still retained Northern Ireland. Today the United States can be expected to keep its distance from quarrels within the UK or between the UK and EU. However, it does not have an interest in Scottish secession or any other disintegration of the UK, whether from a global security point of view (the West’s conflict with Russia) or even from the point of view of US grand strategy relative to Europe (prevention of a European empire that could challenge the US). An independent Scotland would struggle economically. Its declining base of fossil fuel reserves illustrates the problem of generating sufficient revenue to maintain the Scandinavian-style social welfare state that Scotland’s nationalists imagine (Chart 5). Scottish nationalists are keen to embrace renewable energy – and the Scottish Greens are pro-independence – yet Scotland is not a manufacturing powerhouse that will produce its own solar panels and windmills. In the face of economic difficulties, Scotland would become politically divided like it was for most of its history prior to union with England. England would revert to an obstructive or sabotaging role. It is telling that the Scottish voter turnout in the 2014 independence referendum was very strong – much stronger than in other recent elections and plebiscites, including the Brexit referendum in Scotland (Table 1). The implication is that it is much harder for Scotland to strike out on its own than it appears. Opinion polling cited above suggests that neither Brexit nor the COVID-19 pandemic has moved the needle decisively in the direction of independence. If anything it is the opposite. The Scottish National Party has lost momentum since 2014 and is losing momentum in advance of today’s local election, which has been pitched as the opportunity to make a second go at independence (Chart 6). Table 1Scotland: High Turnout In 2014 Independence Referendum Implies Firm Conclusion To Stay In UK Chart 6Scottish National Party Losing Momentum Just Ahead Of Holyrood Election Bottom Line: History suggests that the geopolitical and macroeconomic barriers to a unified and independent Scottish state are higher and stronger than they may appear at any given time, including the inevitable periods of tensions with England like today. The UK’s Saving Graces A fair question is whether the UK’s decision to leave the EU since 2016 has changed Scotland’s calculus. Brexit may also have affected the international context, reducing the EU’s willingness to intervene on the UK’s behalf and discourage Scottish ambitions. However, a handful of factors supports the continuation of the union despite Scotland’s grievances. The UK proved a boon amid COVID-19: While 62% of Scots voted against Brexit, the COVID-19 pandemic and recession have supplanted Brexit as the nation’s chief cause of concern. The UK and Scotland saw a higher rate of deaths during the biggest waves of the pandemic but now the pandemic is effectively over in the UK and Scotland, in stark contrast with the European Union (Chart 7). The UK has provided a net benefit to Scotland by inventing the vaccine and distributing it effectively (Chart 8). Scottish voters would have been worse off had they left the UK in 2014. Of course, Scottish nationalism is apparent in the fact that voters give the credit to Edinburgh while blaming London over its handling of the pandemic (Chart 9). But the underlying material reality – that being part of the UK provided a net benefit – will discourage independence sentiment. The Scottish Conservative Party and Labour Party are both in favor of sustaining the union and have benefited in opinion polling since the pandemic peaked. Chart 7COVID Deaths Collapse In ##br##United Kingdom Chart 8Scotland Benefited From UK Vaccine And Rollout   Chart 9Scots Praise Edinburgh, Blame London On COVID Handling Brexit is a cautionary economic tale: If Brexit is relevant to Scottish voters, it is not the source of grievance that it could have been. Prime Minister Boris Johnson achieved an exit and trade deal at the end of 2019-20 that largely preserves economic ties with the EU. True, the deal has problems that undermine the UK economy and enhance Scottish grievances. But these also serve as a warning to Scots who would attempt to exit the UK, highlighting the economic pitfalls of raising borders and barriers against one’s chief market. The UK’s trade is far more critical to Scotland’s economy than that of the EU (Chart 10).   Chart 10Major Constraint On Scottish Independence Unlike in the case of the UK and EU, Scotland shares the same currency and central bank with the UK. Scotland’s large banking sector stands to suffer drastically if the Bank of England ceases to be a lender of last resort. This would become a major problem at least until Scotland could be assured of admission into the EU and Euro Area. Otherwise redenomination into a national currency would deal an even greater financial and economic blow. Scots  would face a far more painful economic divorce from the UK than the UK faced with the EU. The UK’s fiscal blowout helped Scotland: Since the bank run at Northern Rock in 2007, the UK and Scotland have suffered a series of crises. This instability should discourage risk appetite today when contrasted with the possibility of stimulus-fueled economic recovery. In particular, the UK government is no longer pursuing fiscal austerity – an economic policy that fanned the flames of Scottish secession back in 2012. Indeed, the UK tops the ranks of global fiscal stimulus, according to the change in government net lending and borrowing as reported by the IMF. The UK’s outlier status ensures that Scotland receives more fiscal support than it otherwise would have (Chart 11). A brief comparison with comparable countries – Ireland, Belgium, France, Norway, Portugal – reinforces the point. Chart 11Scotland Benefited From UK Fiscal Blowout The UK’s aggressive policy of monetary and fiscal reflation is not a coincidence. It stems from the past two decades’ constitutional and political struggles – it is an outgrowth of domestic instability and populism. It includes an industrial policy, a green energy policy, and other rebuilding measures to combat the erosion of the state in the wake of hyper-globalization. Essentially the UK, even under a Tory government, is now about debt monetization and nation-building. While Scotland would have trouble bargaining for its share of EU resources, it benefits from the UK’s shift to government largesse and can use the threat of independence to receive greater funds from the United Kingdom. Geopolitics discourages a fledgling Scottish nation. Scotland hosts naval and air bases of considerable value to the UK, US, and broader NATO alliance. Former US President Trump’s punitive measures against the European allies and open doubts about the US’s commitment to NATO’s collective security illustrated the dangers of western divisions in the face of autocratic regimes like Russia and China. The US and EU are now recommitting to their economic and security bonds under the Biden administration. Scottish independence would undermine this recommitment and as such the small country would pit itself against the US, EU, and NATO. While the US and NATO would ultimately admit Scotland into collective security, for fear of cultivating a neutral Scotland that could eventually be exploited by Russia, they would likely discourage independence ahead of time to prevent a historic division within the UK and NATO. Chart 12No Urgency For A Second Referendum As for the EU, the Spanish government has indicated that it would be willing to make an exception for Scottish independence if it were negotiated amicably with the United Kingdom.2 Such statements are doubtful, however, as any successful secession would lend ideological credibility to Spanish secessionism – not only in Catalonia but also in the Basque country and elsewhere. And Spain is not the only country that harbors deep hesitations over Scottish accession to the European Union. Belgium, Slovakia, and Cyprus could also oppose it. It only takes a single veto to halt the whole accession process. Ultimately the EU could accept Scotland, just as would NATO, to avoid the dangers of having a neutral state in a strategic location. But the point is that Scottish voters cannot be certain. For example, Scotland cannot secure EU accession prior to leaving the UK and yet to leave the UK and fail to achieve EU accession would render it a fledgling. This explains why Scottish voters are not eager to hold a new independence referendum (Chart 12). Bottom Line: The UK offers medical, economic, fiscal, and geopolitical advantages to Scotland that independence would revoke. The context of Great Power struggle with Russia and China means that an independent Scotland would probably ultimately be admitted into NATO and the EU – but Scottish voters cannot be certain, a factor that discourages independence at least in the short and medium run. Scottish Hurdles Table 2 highlights the historic results of Scottish elections according to political party, popular vote share, and share of seats in parliament. Early, tentative signs suggest that the Scottish National Party maxed out in 2011. The party has suffered from a leadership schism, offshoot parties, and a distraction of its key message since 2014. The implication is not only that Scottish independence is on ice for now but also that the tumultuous constitutional disagreements are subsiding and voters want to focus on economic recovery. Table 2Scottish National Party Hit High-Water Mark In 2011? If the Scottish National Party manages to form a majority coalition capable of pushing forward a second referendum, it will face several hurdles. It will need a UK Supreme Court ruling on the legality of a referendum. If a referendum is declared legal (as it very likely will be), Scotland will need to forge an agreement with Prime Minister Boris Johnson to hold a referendum. If a referendum eventually is held and passes, an exit will need to be negotiated. In a post-Brexit world, investors cannot assume that any referendum will fail or that a referendum is a domestic political ploy that the ruling party has no serious intention of following through. Nevertheless it is true that the Scottish National Party could use the threat of a referendum to agree to negotiate a greater devolution of power from Westminster. The party could hold up England’s concessions as a victory while retaining the independence threat as leverage for a later date. Devolution in the past has strengthened the independence cause, as in the creation of the Scottish parliament in 1999. After all, a referendum loss would be devastating for the nationalists, whereas the threat of a referendum could yield victories without depriving the nationalists of their reason for being. It is notable that First Minister Nicola Sturgeon promised not to hold a “wildcat” referendum, in which Scotland holds a referendum regardless of what Westminster or the UK Supreme Court say. The implication is that Scottish nationalism is looking for a stable way to exit. But if stability is the hope then there is dubious support for independence in the first place. A wildcat referendum is theoretically still an option but a formal process with popular support is much more likely to result in a successful referendum than an informal process with dubious popular support. Chart 13Scotland’s Chronic Deficits If Scottish independence succeeded in any wildcat referendum, an extreme controversy would follow as Edinburgh tried to translate this result to the formal political and constitutional sphere. If the referendum were not recognized by the UK then Scotland would be forced to secede unilaterally at greater economic cost. Otherwise a third referendum (second formal referendum) would need to be held to confirm the results. Any third referendum would be irrevocable. As with Brexit, the secessionists would have to carry one or more subsequent elections to execute the political will in the event of secession. The point for investors is that volatility would be prolonged as was the case with Brexit. A major complication in Scottish independence remains the problem of public finances. Scotland’s fiscal standing is weak. Scotland ran a 9.4% of GDP budget deficit prior to COVID-19, excluding transfers from the UK, which compensates for a gap of about 6% of GDP (Chart 13).3 The country maintains generous social spending alongside a low-tax regime. There is no sign of correction as all Scottish parties are proposing more expansive social spending in the parliamentary election. The Scottish National Party is even proposing universal basic income. Scotland’s emergency COVID deficits are larger than the UK’s as well and projections over the coming years suggest that they will stay elevated. Historically economic growth keeps closely in line with the rest of the UK and there is no reason to believe independence would boost growth. The implication is that Scotland would have to curtail spending or raise taxes to come into line with UK-sized deficits, which are not small (Chart 14).4 Of course Scotland would not embrace austerity unless financial market pressure forced it to do so. Chart 14Scottish Deficit Projected Larger Than UK Scotland would become a high-debt economy. Its public debt-to-GDP ratio would be about 97%, on a back-of-the-envelope calculation. Back in 2013 estimates ranged around 80% of GDP.5 The Scottish National Party’s Sustainable Growth Commission projected in 2018 – before the pandemic blew an even wider hole in the budget deficit – that deficits would nearly have to be cut in half (i.e. capped at 5% of GDP and falling) to achieve a 50% debt-to-GDP ratio over 10 years.6 This is not going to happen. Scotland would also have to take on a portion of the UK’s national debt if it were to have an amicable divorce from the UK and retain the pound sterling. But then much of its newfound independence would be compromised from the beginning by legacy debt and monetary policy shackles. Similar restrictions would come with EU and euro membership. Any accession process after the pandemic would require conformity to the EU’s growth and stability pact, which limits deficits and debt. Redenomination into a national currency, as noted, would dilute domestic wealth, zap the financial industry, and self-impose austerity. Bottom Line: Even if the Scottish nationalists manage to put together a pro-independence majority in Edinburgh, they face a complex process in setting up a referendum. Its passage is doubtful based on the current evidence. But obviously in the wake of Brexit investors should not assume that a referendum attempt will fail or that a successful referendum will be thwarted by parliament after a “leave” vote. The timeline for a second referendum is not imminent – and Scottish independence is highly unlikely, albeit possible at some future date given that middle-aged Scots lean in favor of independence.   Investment Takeaways We will conclude with two market takeaways: Chart 15UK Stocks Recovering From Referendum Fever Chart 16Hindsight On How To Play A Constitutional Struggle The UK’s referendum fever has compounded political uncertainty and contributed to negative factors for the UK equity market over the past decade. A segmentation of the FTSE 100 according to country shows that Scottish-based companies’ share prices rolled over in the aftermath of the 2014 referendum, while the non-Scottish segment performed better (Chart 15). The implication is not that the referendum caused stocks to fall but that the 2014 independence push was the result of national exuberance supercharged by high commodity prices. Enthusiasm for independence has been flat since that time. What is clear is that financial markets look even less favorably upon Scottish equities than other British equities – another sign of the economic problems that will ultimately discourage Scottish voters from going it alone. In advance of the Scottish election, we went tactically long the Swiss franc relative to the British pound to capitalize on jitters that we expected to hit the currency. This trade was in keeping with the long fall of GBP-CHF over the past decade (Chart 16). But the stronger forces of global stimulus, vaccination, economic normalization, and recovery will soon provide a tailwind for sterling yet again. Therefore we are booking 1% gains and shifting to a more optimistic outlook on the pound. With the Brexit saga and the COVID crisis in the rear view mirror, and the tail risk of Scottish independence unlikely, the pound can resume its upward trajectory – at least relative to the Swiss franc. International equities and cyclicals are also poised to continue rising as the world recovers. We recommend investors go long the FTSE 100 relative to developed markets excluding the United States. Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com Footnotes 1 Jeremy Black, “The Legacy of the Scottish Referendum,” Foreign Policy Research Institute E-Notes, September 22, 2014, fpri.org. 2 See Akash Paun et al, "Scottish Independence: EU Membership And The Anglo-Scottish Border," Institute For Government, March 2021, instituteforgovernment.org.uk. 3 See Eve Hepburn, Michael Keating, and Nicola McEwen, "Scotland’s New Choice: Independence After Brexit," Centre on Constitutional Change, 2021, centreonconstitutionalchange.ac.uk. 4 See David Phillips, "Updated projections of Scotland’s fiscal position – and their implications," Institute for Fiscal Studies, April 29, 2021, ifs.org.uk. 5 Granting that the UK’s general government gross debt stood at GBP 1.88 trillion at the end of 2020, and assuming that Scotland takes on a share of this debt equivalent to Scotland’s share of the UK’s total population and output (roughly 8%), the Scottish debt would stand at GBP 150 billion out of a Scottish GDP at current market prices of GBP 156 billion, or 97% of GDP. For the 2013 estimate of at least 80% of GDP, see David Bell, "Scottish Independence: Debt And Assets," Centre on Constitutional Change, December 3, 2013, centreonconstitutionalchange.ac.uk.  6 Scottish National Party, "Part B: The Framework & Strategy for the Sustainable Public Finances of an Independent Scotland," Sustainable Growth Commission, May 2018, sustainablegrowthcommission.scot. The commission’s debt curbs will have to be revised in the wake of COVID-19. For discussion see Chris Giles and Murie Dickie, "Independent Scotland would face a large hole in its public finances," Financial Times, April 2, 2021, ft.com.  

Highlights Rising CO2 emissions on the back of stronger global energy growth this year will keep energy markets focused on expanding ESG risks in the buildout of renewable generation via metals mining (Chart of the Week).   EM energy demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth.  Demand in DM economies will fall 3% this year vs 2019 levels.  Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA.  Rising energy demand will be met by higher fossil-fuel use, with coal demand increasing by more than total renewables generation this year and accounting for more than half of global energy demand growth. Demand for renewable power will increase by 8,300 TWh (8%) this year, the largest y/y increase recorded by the IEA.  As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.1  Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Feature Energy demand will recover much of the ground lost to the COVID-19 pandemic last year, according to the IEA.2 Most of this is down to successful rollouts of vaccination programs in systemically important economies – e.g., China, the US and the UK – and the massive fiscal and monetary stimulus deployed to carry the global economy through the pandemic. The risk of further lockdowns and uncontrolled spread of variants of the virus remains high, but, at present, progress continues to be made and wider vaccine distribution can be expected. The IEA expects a global recovery in energy demand of 4.6% this year, which will put total demand at ~ 0.5% above 2019 levels. The global rebound will be led by EM economies, where demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth. Energy demand in DM economies will fall 3% this year vs 2019 levels. Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA. Chart of the WeekGlobal CO2 Emissions Will Rebound Post-COVID-19 Coal demand will lead the rebound in fossil-fuel use, which is expected to account for more than total renewables demand globally this year, covering more than half of global energy demand growth. This will push CO2 emissions up by 5% this year. Asia coal demand – led by China's and India's world-leading coal-plant buildout over the past 20 years – will account for 80% of world demand (Chart 2). Chart 2China, India Lead Coal-Fired Generation Buildout Demand for renewable power will post its biggest year-on-year gain on record, increasing by 8,300 TWh (8%) this year. This increase comes at the back of roughly a decade of an increasing share of electricity from renewables globally (Chart 3). As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.3 Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Chart 3Share of Electricity From Renewables Has Been Increasing ESG Risks Increase With Renewables Buildout Governments have pledged to invest vast sums of money into the green energy transition, to reduce fossil fuels consumption and deforestation, thus curbing temperature increases. In addition, banks have pledged trillions will be made available to support the buildout of renewable technologies over the coming years. The World Bank, under the most ambitious scenarios considered (IEA ETP B2DS and IRENA REmap), projects that renewables, will make up approximately 90% of the installed electricity generation capacity up to 2050. This analysis excludes oil, biomass and tidal energy. (Chart 4). Building these renewable energy sources will be extremely mineral intensive (Chart 5). Chart 4Renewables Potential Is Huge … While we have highlighted issues such as a lack of mining capex and decreasing ore grades in past research – both of which can be addressed by higher metals and minerals prices – the environmental, social and governance (ESG) risks posed by mining are equally important factors for investors, policymakers and mining companies to consider.4 The mining industry generally uses three principal sources of energy for its operations – diesel fuel (mostly in moving mined ore down the supply chain for processing), grid electricity and explosives. Of these three, diesel and electricity consumption contributes substantially to mining’s GHG emissions. In the mining stage, land clearing, drilling, blasting, crushing and hauling require a considerable amount of energy, and hence emit the highest amounts of greenhouse gases (GHGs). Chart 5… As Are Its Mineral Requirements The Environmental Impact Of Mining Under the scenarios depicted in Chart 5, copper suppliers could be called on to produce approximately 21mm MT of the red metal annually between now and 2050, which is equivalent to a 7% annual increase of supplies vs. the 2017 reference year shown in the chart. Mining sufficient amounts of copper, a metal which is critical to the renewable energy buildout, both in terms of quantity and versatility, will test miners' and governments' ability to extract sufficient amounts of ore for further processing without massively damaging the environment or indigenous populations' habitats (Chart 6). Chart 6Copper Spans All Renewables Technologies A recent risk analysis of 308 undeveloped copper orebodies found that for 180 of the orebodies – roughly equivalent to 570mm MT of copper – ore-grade risk was characterized as moderate-to-high risk.5 High risk implies a lower concentration of metal in the ore deposits. Mining in ore bodies with lower copper grades will be more energy intensive, and thus will emit more greenhouse gases. Table 1 is a risk matrix of the 40 mines that have the most amount of copper tonnage in this analysis: 27 of these mines displayed in the matrix have a medium-to-high grade risk. Table 1Mining Risk Matrix Another analysis established a negative relationship between the ore-grade quality and energy consumption across mines for different metals and minerals.6 This paper found that, as ore grade depletes, the energy needed to extract it and send it along the supply chain for further processing is exponentially higher (Chart 7). Lastly, a recent examination found that in 2018, primary metals and mining accounted for approximately 10% of the total greenhouse gases. Using a case study of Chile, the world’s largest producer of the red metal, the researchers found that fuel consumption increased by 130% and electricity consumption per unit of mined copper increased by 32% from 2001 to 2017. This increase was primarily due to decreasing ore grades.7 As ore grades continue to fall, these exponential relationships likely will persist or become more significant. Chart 7Energy Use Rises As Ore Quality Falls Bottom Line: While technology can improve extraction, it cannot reduce the minimum energy required for the mining process. This increased energy use will contribute to the total amount of CO2 and other GHGs emitted in the process of extracting the ores required to realize a low-carbon future. Trade-Off Between CO2 Emissions And Economic Development A recent Reuters analysis highlights the gap between EM and DM from the perspective of their renewable energy transition priorities.8 Of the 17 UN Sustainable Development Goals (SDGs), “Taking action to combat climate change” takes precedence over the rest for DM economies. This is largely because they have already dealt with other energy and income intensive SDGs such as improvements in healthcare and poverty reduction. The large scale of unmet energy demand in developing countries poses a huge challenge to controlling CO2 emissions. The populations of these countries are growing fast and are projected to continue increasing over the next three decades. Rising populations, make the issue of a "green-energy transition" extremely dynamic – i.e., not only do EM economies need to replace existing fossil fuels, but they also need to add enough extra zero-emission fuel sources to meet the growth in energy demand. Bottom Line: Coupled with the increased amount of energy required to mine the same amount of metal (due to lower ore grades), rising energy demand resulting from a burgeoning population in EM economies - which use fossil fuels to meet their primary needs - will require more metals to be mined for the renewable energy transition. This will further increase the amount of carbon dioxide and other greenhouse gas emissions from mine activity, and increase the risk to indigenous populations living close-by to the sources of this new metals supply. ESG risks will increase as a result, presenting greater challenges to attracting funding to these efforts.   Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 was expected to stick with its decision to return ~ 2mm b/d of supply to the market at its ministerial meeting Wednesday. Markets remain wary of demand slowing as COVID-19-induced lockdowns persist and case counts increase globally. The production being returned to market includes 1mm b/d of voluntary cuts by Saudi Arabia, which could, if needs be, keep barrels off the market if demand weakens. Base Metals: Bullish Front-month COMEX copper is holding above $4.50/lb, after breaching its 11-year high earlier this week. The proximate cause of the initial lift above that level was news of a strike by Chilean port workers on Monday protesting restrictions on early pension-fund drawdowns, according to mining.com. After a slight breather, prices returned to trading north of $4.50/lb by mid-week. Last week, we raised our Dec21 COMEX copper price forecast to $5.00/lb from $4.50/lb. Separately, high-grade iron ore (65% Fe) hit record highs, while the benchmark grade (62% Fe) traded above $190/MT earlier in the week on the back of lower-than-expected production by major suppliers and USD weakness. Steel futures on the Shanghai Futures Exchange hit another record as well, as strong demand and threats of mandated reductions in Chinese steel output to reduce pollution loom (Chart 8). Precious Metals: Bullish Rising COVID cases, especially in India, Brazil and Japan are increasing gold’s safe-haven appeal (Chart 9). The US CFTC, in its Commitment of Traders (COT) report for the week ending April 20, stated that speculators raised their COMEX gold bullish positions. At the end of the two-day FOMC meeting, the Fed decided against lifting interest rates and withdrawing support for the US economy. However, officials sounded more optimistic about the economy than they did in March. The decision did not give any sign interest rates would be lifted, or asset purchases would be tapered against the backdrop of a steadily improving economy.  Net, this could increase demand for gold, as inflationary pressures rise. As of Tuesday’s close, COMEX gold was trading at $1778/oz. Ags/Softs: Neutral Corn and bean futures settled down by mid-week after a sharp rally earlier. After rising to a new eight-year high just below $7/bushel due to cold weather in the US, and fears a lower harvest in Brazil will reduce global grain supplies, corn settled down to ~ $6.85/bu at mid-week trading. Beans traded above $15.50/bu earlier in the week, their highest since June 2014, and settled down to ~ $15.36/bu by mid-week. Attention remains focused on global supplies. The uptrend in grains and beans remains intact. Chart 8 Chart 9   Footnotes 1     Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 2     Please see Global Energy Review 2021, the IEA's Flagship report for April 2021. 3    Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 4    We discussed these capex issues in last week's research, Copper Headed Higher On Surge In Steel Prices, which is available at ces.bcaresearch.com. 5    Please see Valenta et al.’s ‘Re-thinking complex orebodies: Consequences for the future world supply of copper’ published in 2019 for this analysis. 6    Please see Calvo et. al.’s ‘Decreasing Ore Grades in Global Metallic Mining: A Theoretical Issue or a Global Reality?’ published in 2016 for this analysis. 7     Please see Azadi et. al.’s ‘Transparency on greenhouse gas emissions from mining to enable climate change mitigation’ published in 2020 for this analysis. 8    Please see John Kemp's Column: CO2 emission limits and economic development published 19 April 2021 by reuters.com.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

ハイライト 継続中かつ予想される財政・金融刺激策とCOVID-19対策の進展を受けた世界成長の強まりは、主要データ提供者による今年の石油需要前提を押し上げています。 当社は本月の需給バランスで2021年の世界需要見積りを64万b/d引き上げて98.25mm b/dとし、OPEC 2.0が脆弱な回復を乱さないようにブレント価格を$60/bbl付近に保つための必要な調整を行うと想定しています。 当社の2022年および2023年のブレント予測はそれぞれ$65/bbl、$75/bblで維持します。 コモディティ市場は、米国、ロシア、中国およびそれらの関係国・同盟国を巻き込む武力衝突の高まる確率を無視しています。ロシアはウクライナ国境に軍を集結させ、米国に干渉するなと警告しました。中国はフィリピン沖に戦艦を集結させ、台湾の防空識別圏への侵入を続けており、米軍を緊張させています。意図的あるいは偶発的な交戦が発生すれば石油価格は急騰します。 価格は上下双方にリスクがあふれています。武力衝突のリスクに加え、ワクチン配布の加速は回復を前倒しし、当社予測を超える価格上昇をもたらす可能性があります。一方で、ブラジル、インド、欧州での死亡者数および入院者数の上昇が示すように、COVID-19によるロックダウン再発の下振れリスクは依然として存在します（今週のチャート）。 特集 石油需要推計—当社の推計も含め—は、主要経済におけるCOVID-19の抑制に向けた測定可能な進展と、特に米国発の潤沢な財政・金融刺激策を受けて回復しています。1 IMFのGDP上方修正を受け、本月の需給バランスで当社は2021年の世界需要見積りを64万b/d引き上げて98.25mm b/dとしました。当社のモデリングでは、脆弱な回復を損なわないようにブレント価格を$60/bbl付近に保つために、サウジアラビア王国（KSA）とロシアが主導する生産者連合であるOPEC 2.0が必要な調整を行うと想定しています。 通常とは異なり、石油需要回復の初期段階は先進国市場（DM）がけん引すると見ています。先進国の代理としてOECDの石油消費を用いています（チャート2）。その後、来年以降は新興市場（EM）経済が再び成長を主導し、2023年にかけて続きます。 今週のチャート COVID-19の死者数・入院者数が世界的回復を脅かす 原油価格の上振れリスクが高まっている 原油価格の上振れリスクが高まっている チャート2 先進国（DM）の需要が今年急増 DMの需要が今年急増 DMの需要が今年急増 OPEC 2.0の余剰生産能力の吸収 当社はサウジアラビア王国（KSA）とロシアが主導する生産者連合であるOPEC 2.0を市場で支配的な生産者としてモデリングし続けています。今年予想する成長はOPEC 2.0の余剰生産能力のかなりの部分を吸収する見込みであり、その大半—約8mm b/dのうち約6mm b/d—がKSAにあります（チャート3）。 主要生産国の余剰生産能力は、米国のシェール生産者がリグと人員を動員して新規生産を集積ラインや主要パイプラインに導入するよりも速く、回復する需要に対応することを可能にします。 当社は米国のシェール生産者を市場価格を受け入れるコホート（価格受容群）としてモデル化しており、市場が許す限り生産すると想定しています。2020年に9.22mm b/dまで落ち込んだ米国生産は、今年9.56mm b/d、2022年に10.65mm b/d、2023年に11.18mm b/dまで回復すると見ています（チャート4）。米国内コンチネンタル産（Lower 48）の生産成長はシェールが主導し、各年とも米国総生産の約80%を占める見込みです。 チャート3 コアOPEC 2.0の余剰生産能力がまず需要増に反応する OPEC 2.0のコア予備生産能力は需要の増加に最初に反応する OPEC 2.0のコア予備生産能力は需要の増加に最初に反応する チャート4 シェールは価格受容群における限界供給源 シェールは価格受容群における限界バレルである シェールは価格受容群における限界バレルである 供給面でのOPEC 2.0の支配的地位は、余剰生産能力が枯渇するまでは非連合生産者に経済的地代を奪われることを許さず、非連合生産者にとっては抑制要因となります。その後、価格受容群は資本を呼び込む能力が限られているため、内部留保から多くの探査・生産（E+P）活動を賄う可能性が高いと考えられます。株主は配当の維持・成長、あるいは株式買戻しによる資本還元を要求し続けるでしょう。これが収益性のある企業に生産成長を限定する要因になります。 当社はOPEC 2.0連合の生産規律が供給を需要のわずか下にとどめ、在庫が減少し続けるようにするだろうと見ています。これはCOVID-19パンデミックで需要が破壊されたにもかかわらず実際に起きたことです（チャート5）。これらのモデリング前提から、当社は供給と需要が2023年にかけて均衡へ向かって動き続けると予想しています（表1）。 チャート5 2021年の需給バランス 2021年の需給バランス 2021年の需給バランス 表1 BCA 世界原油 需給バランス（MMb/d、ベースケース） 原油価格の上方リスクが高まっている 原油価格の上方リスクが高まっている 当社はこの需給均衡化が恒常的な物理的不足を誘発し、在庫は2023年にかけて減少し続けると予想しています（チャート6）。在庫が取り崩されるにつれて、OPEC 2.0の支配的な生産者地位はブレントおよびWTIのフォワードカーブをバックワーデーションに保つことを可能にします（チャート7）。2 当社は2022年および2023年のブレント予測をそれぞれ$65/bbl、$75/bblで維持しています（チャート8）。 チャート6 OPEC 2.0の政策は供給を需要の下に置き続ける... OPEC 2.0政策は供給を需要より下回る水準に保ち続けている… OPEC 2.0政策は供給を需要より下回る水準に保ち続けている… チャート7 OECD在庫は2023年までに減少 OECD Inventories Fall to 2023 OECD Inventories Fall to 2023 チャート8 世界経済回復に伴いブレント予測は上昇 世界経済の回復に伴い、ブレントは上昇が予想される 世界経済の回復に伴い、ブレントは上昇が予想される 価格の両方向リスクが充満 当社見解には上振れおよび下振れのリスクが数多くあります。 上振れの例として、英国と米国のワクチン配布の立ち上げ方が示唆に富みます。 両国とも当初はつまづきました。特に米国は1月時点でも戦略が整っていないように見えました。米国が調達と配布を本格化させると接種率は急上昇し、現在では米国内で「通常の」独立記念日（Fourth of July）を迎える見通しにあるようです。英国は今週再開を開始しました。両国は2021年第3四半期に集団免疫を達成すると予想されています。3 調達と配布を誤ったEUは、英国と米国の教訓から利益を得て2021年第4四半期に集団免疫を達成するとマッキンゼーの調査は示しています。このスケジュールの前倒しは、より強い成長と当社予測を上回る石油価格につながるでしょう。 次の大きな課題は、パンデミックが加速し変異株の発生・拡散に理想的な環境を提供している新興経済地域（特にそのような地域）にワクチンを供給することです。ブラジル、インド、欧州での死亡者数・入院者数の上昇が示すように、大規模なCOVID-19によるロックダウンの再発リスクは依然として残ります。 戦の狼煙（Cry Havoc） 当社が見るもう一つの大きな上振れリスクは、米国、ロシア、中国およびそれらの関係国・同盟国を巻き込む武力衝突です。 現時点でコモディティ市場はこれらのリスクを無視しています。戦争のレベルには達していないにせよ、機動的な交戦―航空機が撃墜されたり南シナ海で艦船が交戦するような事態―の確率は日々高まっています。 これは驚くべきことではなく、当社の同僚であるBCAリサーチの地政学ストラテジー（Geopolitical Strategy）が最近指摘した通りです。4 実際、マット・ガートケン（Matt Gertken）が率いる当該サービスは、バイデン政権が就任直後からロシアと中国によってこの種の試練にさらされるだろうと警告していました。 ロシアはウクライナ国境に軍を集結させ、米国に干渉するなと警告しています。中国はフィリピン沿岸に軍艦を集結させ、台湾の防空識別圏への侵入を続けており、米軍を緊張させています。米露、米中間の政治対話はますます激しくなっており、近い将来に和らぐ兆しは見えません。意図的であれ偶発的であれ交戦が発生すれば戦争の遁走を許し、石油価格は一時的に急騰する可能性があります。 最後に、当社が想定するようにイランが核合意（すなわち共同包括的行動計画：JCPOA）を西側諸国と再締結できれば、イランは「正式な」石油輸出国としての復帰を余儀なくされ、OPEC 2.0はこれを受け入れざるを得なくなります。JCPOAは2018年に当時のトランプ大統領によって破棄されました。 これは困難を伴う可能性があります。当社は2014–16年の石油価格崩壊が、サウジが市場シェア戦争を仕掛けて価格を暴落させ、2010年末から2014年半ばにかけて続いた1バレル当たり$100超の価格をイランに許さないための行動だったと考えています。OPEC 2.0、特にKSAは米国–イラン交渉に公には関与していません。しかし2014年に開始された壊滅的な市場シェア戦争の後、KSAおよびOPEC 2.0はJCPOA後にイランの市場復帰を受け入れたことを想起する価値があります。   ロバート・P・ライアン チーフ コモディティ＆エネルギー・ストラテジスト rryan@bcaresearch.com アシュウィン・シャイアム リサーチアソシエイト コモディティ＆エネルギー戦略 ashwin.shyam@bcaresearch.com   コモディティ概況 エネルギー： 強気 ブレントとWTI価格は、EIAの週間石油在庫報告が2021年4月9週終わりで米国の原油・製品在庫が910万バレル減少したことを示した後に急騰しました。これは商業用原油と蒸留油在庫の大幅な取り崩し（それぞれ590万バレル、210万バレル）が主導しました。これらの取り崩しは過去一週間に主要データ機関（EIA、IEA、OPEC）による世界需要の概ね強気な上方修正を背景としています。これらの評価は、精製製品需要、すなわち「product supplied」が4月9週終わりで日量110万b/d跳ね上がったというEIAデータに裏付けられています。ジョンソン＆ジョンソンの接種問題という挫折があったにもかかわらずワクチン配布が勢いを増しており、在庫の取り崩しと需要改善が上昇の触媒となったようです。米ドルの弱含みや米国の実質金利低下も追い風になりました。 ベースメタル： 強気 今週初めニッケル価格は下落しました。中国の国営新華社通信が中国の李克強首相が上昇するコモディティ価格の中で原材料市場の規制強化の必要性を強調したと報じ、企業の業績に圧力がかかっているとのことでした（チャート9）。この発言は中国のトップ経済顧問である劉鶴が先週コモディティ価格の追跡を当局に求めた後に出たものです。ニッケル価格はこの報を受けて今週初めにトン当たり約$500下落し、ロンドン金属取引所の取引で火曜日終値時点で$16,114.5/MTで取引されていました。他のベースメタルはこのニュースの影響を受けませんでした。 貴金属： 強気 今週初めに発表された3月の米国インフレデータを受けて米ドルと10年物米国債利回りは低下しました。米国の消費者物価は約9年ぶりの大幅上昇を記録しました。インフレヘッジ需要と米ドル・債利回りの低下が金の購入における機会費用を下げたことが金価格を押し上げました（チャート10）。この不確実性と米国の財政刺激策によるインフレ圧力の高まりが金需要を増加させます。スポットのCOMEX金は火曜日終値で$1,746.20/ozで取引されていました。 穀物・ソフトコモディティ： 中立 USDAの報告によると、米国のトウモロコシ期末在庫は13.5億ブッシェルで、市場予想の13.9億ブッシェルや先月の省の1.50億ブッシェル推定を下回っています（agriculture.comの集計）。世界のトウモロコシ在庫は2.839億トンで、市場予想の2.845億トンおよび省の推定2.876億トンを下回りました。 チャート9 ベースメタルは強気に動く ベースメタルは強気になっている ベースメタルは強気になっている チャート10 金価格の上昇 金価格が上昇へ 金価格が上昇へ   脚注 1     当社が2021年4月8日に発表したUS-Russia Pipeline Standoff Could Push LNG Prices Higherをご覧ください。簡単に言えば、IMFは今年および来年の成長率見通しをそれぞれ6%と4.4%に引き上げ、2021年1月の更新時点と比べてほぼ1ポイントの上方修正を行いました。 2     バックワーデーションのフォワードカーブ—先物の期近価格が期先価格を上回る状態—は需給タイトさを示す市場のシグナルです。精製業者が将来よりも今の原油の入手を高く評価していることを意味します。これはちょうど投資家が明日引き渡される1ドル札に対して1ドルを支払うことを好み、1年後に引き渡される同じ1ドル札には今日98セントしか払わないかもしれないのと同じダイナミクスです。 3    マッキンゼー・アンド・カンパニーが2021年3月26日に発表したWhen will the COVID-19 pandemic end?をご参照ください。 4    BCAの地政学ストラテジーが2021年4月2日に発表した先見的な分析The Arsenal Of Democracyをご覧ください。同レポートは、バイデン政権は中国/台湾、ロシア、イラン、さらには北朝鮮に関する初期のストレス・テストに直面していると指摘しています。ゲーム理論は金融市場が台湾海峡での危機の60%の確率を無視できない理由を説明するのに役立ちます。全面戦争の確率は依然低いものの、台湾は世界で最も重要な地政学的リスクであり続けます。   投資見解とテーマ 推奨事項 戦略的推奨 タクティカルトレード コモディティ価格とプレイ参考表 2021年にクローズしたトレード クローズしたトレードの概要 より高いインフレが到来 より高いインフレが到来

Highlights Global Inflation: The case for maintaining a strategic overall allocation to inflation-linked bonds (ILBs) versus nominal government debt in dedicated global fixed income portfolios remains intact. Global growth expectations are accelerating as vaccinations increase, spare capacity is increasingly being absorbed across the developed world and central banks (led by the Federal Reserve) continue to show no inclination to tighten policy anytime soon. Inflation-Linked Bond Allocations: ILB valuations, however, are no longer uniformly cheap across all countries. Real yields are now moving in a less coordinated fashion as markets try to sort out the timing and pace of eventual future central bank tightening. We recommend shifting inflation-linked bond exposure from Canada to Germany, as both markets have similar valuations but the Bank of Canada is likely to turn less dovish well ahead of the ECB. Feature Chart of the WeekMarkets Remain Unconcerned About An Inflation Overshoot The global reflation trade over the past year has been highly rewarding to investors. Equity and credit markets worldwide have delivered outstanding returns on the back of highly stimulative monetary and fiscal policies implemented to deal with the negative economic effects of COVID-19. The global INflation trade has also paid off for investors in inflation-linked bonds (ILBs), which have outperformed nominal government debt across the developed economies dating back to last spring. The rising trend for global inflation breakevens remains intact, but is approaching some potential resistance points. A GDP-weighted average of 10-year breakeven inflation rates among the major developed economies is just shy of the 2% level that has represented a firm ceiling over the past decade (Chart of the Week). At the same time, the Bloomberg consensus forecast for headline CPI inflation for that same group of countries calls for an increase to only 1.8% by year-end before slowing to 1.7% in 2022. The latest forecasts from the IMF are similar, calling for headline inflation in the advanced economies to reach 1.6% in 2021 and 1.7% in 2022. If those modest forecasts for realized inflation come to fruition, then there is likely not much more upside in inflation breakevens, in aggregate. Country selection within the ILB universe will become more important over the next 6-12 months, as divergences in growth, realized inflation and central bank reactions will lead to a more heterogeneous path for global inflation breakevens. Underlying Inflation Backdrop Still Supports Rising Breakevens On a total return basis, ILBs enjoyed an extended run of success prior to this year. The cumulative total return of the asset class (in local currency terms) between 2012 and 2020 was a whopping 61% in the UK, 25% in Canada, 22% in the US and 21% in the euro area (aggregating the individual countries in the region with inflation-linked bonds). However, the absolute performance of ILBs has been more disperse on a country-by-country basis so far in 2021. ILBs are down year-to-date in Canada (-6.2%), the UK (-5.0%) and the US (-1.4%). On the other hand, euro area ILBs have delivered a positive total return of +0.5% so far in 2021. Real bond yields have climbed off the lows in the US, UK and, most notably, Canada where the overall index yield on the Bloomberg Barclays inflation-linked bond index is now in positive territory for the first time since before the pandemic started (Chart 2). At the same time, real bond yields have been drifting lower in the euro area. These real yield moves are related to shifting perceptions of central bank responses to the global growth upturn. For example, pricing in overnight index swap (OIS) curves have pulled forward the timing and pace of future interest rate increases in the US and Canada – i.e. real policy rates will become less negative - while there has been comparatively little change in euro zone rate expectations. While the absolute returns for ILBs have become less correlated, the relative trade between nominal and inflation-linked government bonds in all countries remains intact. 10-year breakeven inflation rates have been steadily climbing in the US and UK, while depressed Japanese breakevens have crept modestly higher (Chart 3). Even Europe, where inflation has remained subdued for years, has seen a significant shift higher in inflation breakevens. (Chart 4). The turn in breakevens has occurred alongside a major change in investor perceptions of future inflation, with surveys like the ZEW showing an overwhelming majority of financial professionals expecting higher inflation in the US, Europe and the UK. Chart 2A Fading Bull Market In Inflation-Linked Bonds Chart 3A Solid Recovery In Inflation Expectations Chart 4European Inflation Expectations Starting To Normalize Inflation forecasts have shifted in response to faster global growth expectations on the back of vaccine optimism and aggressive US fiscal stimulus. Yet inflation forecasts remain modest compared to the huge growth figures expected for 2021 and 2022. In its latest World Economic Outlook published last week, the IMF upgraded its global real GDP forecast to 6.0% for 2021 and 4.4% for 2022. This represented an increase of 0.5 and 0.4 percentage points, respectively, from the last set of forecasts published back in January. While growth upgrades occurred across all major developed and emerging economies, the biggest upgrades came in the US and Canada, for both 2021 and 2022. As a result, the IMF projects the output gap in both countries to turn positive over 2022 and 2023, and be nearly closed in core Europe, Australia and Japan (Chart 5). The IMF is not projecting a major inflation surge on the back of those upbeat growth forecasts, though. While headline inflation in the US is expected to climb to 2.3% in 2021 and 2.4% in 2022, the same measure in Canada is only projected to rise to 1.7% and 2.0% over the same two years. European inflation is expected to remain subdued, reaching only 1.4% this year and drifting back to 1.2% in 2022 despite real GDP growth averaging 4.1% over the two-year period. The IMF attributes the benign inflation outcomes, even in the face of booming growth rates and the rapid elimination of output gaps, to the structural disinflationary backdrop for so-called “non-cyclical” inflation (Chart 6). The IMF defines this as the components of inflation indices that are less sensitive to changes in aggregate demand. The IMF estimates show that the contribution from non-cyclical components to overall inflation in the advanced economies had fallen to essentially zero at the end of 2020. Chart 5A Big Expected Narrowing Of Output Gaps Chart 6Non-Cyclical Components Still Weighing On Global Inflation There is considerable upside risk for the more cyclical components of inflation that could result in inflation overshooting the IMF projections (Chart 7). Chart 7Cyclical Backdrop Is Inflationary For example, in the US, the Prices Paid component of the ISM Manufacturing index remains elevated at post-2008 highs, while the year-over-year change in the Producer Price Index soared to 6% in March. Across the Atlantic, the European Commission business and consumer surveys have shown a big surge in the net balance of respondents expecting higher inflation in manufacturing and retail trade. Previous weakness in the US dollar and surging commodity prices are playing a major role in this rapid pick-up in price pressures seen in many countries. Given the current backdrop of strong global growth expectations, with actual activity accelerating as vaccinations increase and more parts of the global economy reopen, inflation pressures are unlikely to fade in the near term. With realized inflation rates set to spike due to base effect comparisons to the pandemic-fueled collapse one year ago, the upward pressure on global ILB inflation breakevens will persist in the coming months – especially with breakevens still below levels that would prompt central banks to turn less dovish sooner than expected. Bottom Line: The case for maintaining a strategic overall allocation to inflation-linked bonds (ILBs) versus nominal government debt in dedicated global fixed income portfolios remains intact. Global growth expectations are accelerating as vaccinations increase, spare capacity is increasingly being absorbed across the developed world and central banks (led by the Federal Reserve) continue to show no inclination to tighten policy anytime soon. Assessing Value In Developed Market Inflation-Linked Bonds Chart 8USD Outlook Now More Mixed Although the current backdrop remains conducive to a continuation of the rising trend in global ILB breakevens, there are factors that could begin to slow the upward momentum. The future path of the US dollar is now a bit less certain (Chart 8). While the DXY index is still down 7.4% compared to a year ago, it is up 2.4% so far in 2021. Shorter-term real interest rate differentials between the US and the other major developed markets remain dollar-bearish. At the same time, longer-term real yield differentials have risen in favor of the US (middle panel). Furthermore, US growth is outperforming other developed economies, typically a dollar-bullish factor (bottom panel). Given the usual negative correlation between the US dollar and commodity prices, a loss of downside dollar momentum could also slow the pace of commodity price appreciation. This represents a risk to additional global ILB outperformance versus government bonds. Our GDP-weighted aggregate of 10-year ILB breakevens for the major developed economies is currently just under 2% - levels more consistent with oil prices over $80/bbl than the current price closer to $60/bbl (Chart 9). Chart 9Breakevens Consistent With Much Higher Oil Prices Given some of these uncertainties over the strength of any future inflationary push from a weaker US dollar and rising commodity prices, a broad overweight allocation to ILBs across the entire developed market universe may no longer generate the same strong returns versus nominal government bonds seen over the past year. With the “easy money” already having been made in the global breakeven widening trade, country allocation within the ILB universe has now become a more important dimension for bond investors to consider. To assess the relative attractiveness of individual ILB markets, we turn to a few valuation tools. Our regression-based valuation models for 10-year ILB breakevens in the US, UK, France, Italy, Germany, Japan, Canada and Australia are all presented in the Appendix on pages 14-17. The two inputs into the model are the annual rate of change of the Brent oil price in local currency terms (as a measure of shorter-term inflation pressure) and a five-year moving average of realized headline CPI inflation (as a longer-term trend that provides a structural “anchor” for breakevens based off actual inflation outcomes). We first presented these models in April 2020, but we have now made a change in response to some of the unprecedented developments witnessed over the past year.1 Despite the strong visual correlation between the level of oil prices and inflation breakevens in most countries, we chose to use the annual growth of oil prices, rather than the level, in our breakeven models. This is because we found it more logical to compare a rate of change concept like inflation (and breakevens) to the rate of change of oil. However, the oil input into our breakeven models could produce nonsensical results during periods of extreme oil volatility that did not generate equivalent swings in breakeven inflation rates. A good example of that occurred in 2016, when the annual rate of change of the Brent oil price briefly surged toward 100%, yet 10-year US TIPS breakevens did not rise above 2% (Chart 10). An even bigger swing in oil prices has occurred over the past year, with oil prices up over +200% compared to the collapse in prices that occurred one year ago. Putting such an extreme move into our US model would have pushed the “fair value” level of the 10-year TIPS breakeven to 4% - an implausible outcome given that the 10-year breakeven has never risen to even as high as 3% in the entire 24-year history of the TIPS market. Chart 10Pass-Through Of Extreme Oil Moves Has Limits To deal with this problem, we have truncated the rate of change of oil prices in all our breakeven models at levels consistent with past peaks of breakevens. Going back to the US example, we have “capped” the rate of change of the Brent oil price at +40%, as past periods when oil price momentum was greater than 40% did not translate into any additional increase in TIPS breakevens. We then re-estimated the model using this truncated oil price series to generate fair value breakeven levels. Chart 11A Mixed Impact Of USD Moves On Non-US Breakevens We did this for all eight of our individual country breakeven models and in all cases, truncating extreme oil moves improved the accuracy of the model. Interestingly, we did not truncate the downside momentum of oil prices, as there was no obvious “cut-off” point where periods of collapsing oil prices did not generate equivalent declines in breakevens. Oil prices remain the most critical short-term variable to determine ILB breakeven valuation. While it is intuitive to think that currency movements should also have a meaningful impact on inflation (both realized and expected), the effect is not consistent across countries. For example, euro area breakevens appear to be positively correlated to the euro, while Japanese breakevens rarely rise without yen weakness (Chart 11). One other factor to consider when evaluating the value of breakevens is the possible existence of an inflation risk premium component during periods of higher uncertainty over future inflation. Such uncertainty could result in increased demand for ILBs from investors driving up the price of ILBs (thus lowering the real yield) relative to nominal yielding bonds, leading to wider breakevens that do not necessarily reflect a true rise in expected inflation. A simple way to measure such an inflation risk premium is to compare market-based breakevens to survey-based measures of inflation forecasts taken from sources like the Philadelphia Fed's Survey of Professional Forecasters and the Bank of Canada’s Survey Of Consumer Expectations. The assumption here is that the survey-based measures represent a more accurate (or, at least, less biased) depiction of underlying inflation expectations in an economy. We present these simple measures of inflation risk premia, comparing 10-year breakevens to survey-based measures of inflation expectations, in Chart 12 and Chart 13. Breakevens had been trading well below survey-based measures of inflation expectations after the negative pandemic growth shock in 2020 in all countries shown. After the steady climb in global breakevens seen over the past year, those gaps have largely disappeared, with breakevens now trading slightly above survey based inflation expectations in the US, UK and Australia. Chart 12No Major Inflation Risk Premia In These Markets Chart 13Canadian & Australian Breakevens In Line With Inflation Surveys Chart 14Assessing The Value Of Breakevens In Chart 14, we show the valuation residuals from our 10-year ILB breakeven models, along with two other measures of potential breakeven valuation: a) the distance between current breakeven levels and their most recent pre-pandemic peaks; and b) the difference between breakevens and the survey-based measures of inflation expectations. The model results show that breakevens are furthest below fair value in France, Japan and Germany, and the most above fair value in the UK and Australia. The message of undervaluation from our models is confirmed in the other two metrics for France, Japan, Germany, Canada and Italy. The overvaluation message for Australia is consistent across all three valuation metrics, while the signals are mixed for US and UK breakevens. In Japan, while the combined signals of all three valuation metrics indicate that breakevens are far too low, the very robust positive correlation between Japanese breakevens and the USD/JPY exchange rate implies that a bet on wider breakevens requires a much weaker yen. In Canada, while the 10-year breakeven does appear cheap, the real yield has also climbed faster than any of the other countries over the past several months as markets have rapidly repriced a more hawkish path for the Bank of Canada. Recent comments from Bank of Canada officials have leaned a bit hawkish, hinting at a possible taper of its bond-buying program, as the central bank appears unhappy with the renewed boom in Canadian housing values. An early tightening of monetary conditions would likely cap any additional upside in Canadian inflation breakevens. In Europe, the undervaluation of breakevens is more compelling. The ECB is likely to maintain its dovish policy settings into at least 2023, even if growth recovers later this year as increased vaccinations lead to the end of lockdowns. As shown earlier, European breakevens can continue to rise even if the euro is also appreciating versus the US dollar, especially if growth is recovering and oil prices are rising. Euro area breakevens are likely to continue drifting higher over at least the rest of 2021. Currently in our model bond portfolio, we have allocations to ILBs out of nominal government bonds in the US, France, Canada and Italy, with no allocations in Germany, Japan, Australia or the UK. After assessing our valuation measures, we are comfortable with the ILB exposure in France and Italy and lack of positions in the UK and Australia. We still see the upside case for US breakevens, with the economy reopening rapidly fueled further by fiscal policy, and the Fed likely to maintain its current highly dovish forward guidance until much later in 2021. We are reluctant to add exposure to Japanese ILBs, despite attractive valuations, as we are not convinced that USD/JPY has enough upside potential to help realize that undervaluation of Japanese breakevens. Thus, as a new change to our model portfolio this week that reflects our assessment of ILB breakeven valuations and risks, we are closing out the exposure to Canadian ILBs and adding a new position in German ILBs of equivalent size (see the model bond portfolio tables on pages 18-19). Bottom Line: ILB valuations are no longer uniformly cheap across all countries. Real yields are now moving in a less coordinated fashion as markets try to sort out the timing and pace of eventual future central bank tightening. We recommend shifting inflation-linked bond exposure from Canada to Germany, as both markets have similar valuations but the Bank of Canada is likely to turn less dovish well ahead of the ECB.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 Please see BCA Research Global Fixed Income Strategy Report, "Global Inflation Expectations Are Now Too Low", dated April 28, 2020, available at gfis.bcaresearch.com. Appendix Chart A1Our US 10-Year Inflation Breakeven Model Chart A2Our UK 10-Year Inflation Breakeven Model Chart A3Our France 10-Year Inflation Breakeven Model Chart A4Our Italy 10-Year Inflation Breakeven Model Chart A5Our Japan 10-Year Inflation Breakeven Model Chart A6Our Germany 10-Year Inflation Breakeven Model Chart A7Our Canada 10-Year Inflation Breakeven Model Chart A8Our Australia 10-Year Inflation Breakeven Model Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Q1/2021 Performance Breakdown: Our recommended model bond portfolio outperformed the custom benchmark index by +55bps during the first quarter of the year. Winners & Losers: The government bond side of the portfolio outperformed by +68bps, led overwhelmingly by our underweight to US Treasuries (+63bps). Spread product allocations underperformed by -11bps, primarily due to an overweight on UK corporates (-8bps). Portfolio Positioning For The Next Six Months: We are sticking with an overall below-benchmark portfolio duration stance, given accelerating global growth momentum, expanding vaccinations and a highly stimulative fiscal/monetary policy mix. We are maintaining a moderate overweight to global spread product versus government debt, concentrated on an overweight to US high-yield given more stretched valuations in other credit sectors. On the margin, we are making the following changes to the portfolio allocations: downgrading both UK Gilts and UK investment grade corporates to neutral, while cutting the overall allocation to EM USD credit to neutral. Feature The first quarter of 2021 saw a sharp sell-off in global bond markets on the back of rising growth expectations, fueled by US fiscal stimulus and vaccine optimism. The US was near the front of the pack, with 10-year Treasuries having their biggest first quarter sell-off since 1994. Accommodative financial conditions, fueled by a highly stimulative mix of monetary and fiscal policies and improving sentiment, have lit a fire under a global economy set to reopen from pandemic lockdowns. Going forward, we expect US growth to continue leading the way, with implications for the dollar, commodity prices, and the expected path of policy rates. With that in mind, this week we are reviewing the performance of the BCA Research Global Fixed Income Strategy (GFIS) model bond portfolio during the first quarter of 2021. We also present our recommended positioning for the portfolio for the next six months (Table 1), as well as portfolio return expectations for our base case and alternative investment scenarios. Table 1GFIS Model Bond Portfolio Recommended Positioning For The Next Six Months As a reminder to existing readers (and to new clients), the model portfolio is a part of our service that complements the usual macro analysis of global fixed income markets. The portfolio is how we communicate our opinion on the relative attractiveness between government bond and spread product sectors. We do this by applying actual percentage weightings to each of our recommendations within a fully invested hypothetical bond portfolio. Q1/2021 Model Portfolio Performance Breakdown: Steering Clear Of Duration Chart 1Q1/2021 Performance: Bearish UST Bets Pay Off The total return for the GFIS model portfolio (hedged into US dollars) in the first quarter was -1.83%, dramatically outperforming the custom benchmark index by +55bps (Chart 1).1 This follows modest outperformance in 2020 which was driven largely by overweights on spread product initiated after the pandemic shock to markets. In terms of the specific breakdown between the government bond and spread product allocations in our model portfolio, the former generated +68bps of outperformance versus our custom benchmark index while the latter underperformed by -11bps. Our allocations to inflation-linked bonds in the US, Canada and Europe - which were a source of outperformance in 2020 - modestly underperformed this quarter (-2bps) as global real yields finally began to pick up. Our outperformance this quarter was driven overwhelmingly by our decision to go significantly underweight US Treasuries, and to position for a bearish steepening of the Treasury curve, ahead of last November’s US presidential election (Table 2). That resulted in the US Treasury allocation generating a massive +63bps of excess return in Q1/2022 as longer-term US yields surged higher. Table 2GFIS Model Bond Portfolio Q1/2021 Overall Return Attribution The size of the US underweight was unusually large as we maintained only a neutral exposure to the other “high beta” markets that are typically positively correlated to US yield moves, Canada and Australia. Although the returns for those two government bond markets were very similar to that of US Treasuries in Q1, so the choice to stay neutral even with a bearish directional view on US yields did not impact the overall portfolio performance. Overweights to the more defensive “low beta” markets of Germany, France and Japan contributed a combined +4bps. We did see some losses on nominal government bonds in peripheral Europe (Italy: -0.6bps; Spain: -1.9bps), however, with the narrowing in spreads thrown off by a botched vaccine rollout. In spread product, underperformance came from overweights to UK investment grade corporates (-8bps), US CMBS (-4bps), and EM USD-denominated corporates (-2bps). This was despite the fact that spreads for UK corporates remained flat while US CMBS spreads actually narrowed. These losses were slightly offset by the overweight to lower-rated US high-yield (+3bps) and underweight to US agency MBS (+2bps). Our spread product losses, in total return terms, highlight the importance of considering duration risk when making a call on spread product, especially at a time when sovereign yields are rising and spreads offer little “cushion”. Duration also played a big part in nominal government bond outperformance, with a whopping +43bps of our total +55bps outperformance concentrated in just US Treasuries with a maturity greater than 10 years. In other words, overweighting overall global spread product and underweighting government bonds still generated major portfolio outperformance, even if there was a more mixed bag of returns within that credit overweight. The bar charts showing the total and relative returns for each individual government bond market and spread product sector are presented in Charts 2 & 3. Chart 2GFIS Model Bond Portfolio Q1/2021 Government Bond Performance Attribution Chart 3GFIS Model Bond Portfolio Q1/2021 Spread Product Performance Attribution By Sector Biggest Outperformers: Underweight US Treasuries with a maturity greater than 10 years (+43bps), maturity between 7 and 10 years (+11bps), and with a maturity between 5 and 7 years (+7bps) Overweight US high-yield (+3bps) Underweight US agency MBS (+2bps) Overweight Italian inflation-indexed BTPs (+2bps) Biggest Underperformers: Overweight UK investment grade corporates (-8bps) Overweight US agency CMBS (-4bps) Overweight Spanish government bonds (-2bps) Chart 4 presents the ranked benchmark index returns of the individual countries and spread product sectors in the GFIS model bond portfolio for Q1/2021. Returns are hedged into US dollars (we do not take active currency risk in this portfolio) and adjusted to reflect duration differences between each country/sector and the overall custom benchmark index for the model portfolio. We have also color coded the bars in each chart to reflect our recommended investment stance for each market during Q1 (red for underweight, dark green for overweight, gray for neutral). Chart 4Ranking The Winners & Losers From The GFIS Model Bond Portfolio Universe In Q1/2021 Ideally, we would look to see more green bars on the left side of the chart where market returns are highest, and more red bars on the right side of the chart were returns are lowest. On that front, our portfolio allocations performed exceptionally well in Q1. In total return terms, the global bond market sell-off was a disaster for both government bonds and spread product. US high-yield, one of our longer-standing overweights, was the only sector to emerge unscathed, delivering a positive return of +42bps. Within our government bond allocation, the “defensive” markets—Japan (-44bps), Germany, (-261bps) and France (-371bps)—were nevertheless shaken by rising yields. On the other hand, we limited our downside by maintaining a neutral stance on the higher beta markets such as Canada (-406bps), New Zealand (-415bps), and the UK (-1389bps). Gilts sold off especially sharply as the UK outperformed global peers on COVID-19 vaccinations while inflation expectations continued to pick up. Our two underweights, US Treasuries (-426bps) and European high-yield (-426bps), were prescient. The latter market was one we chose to underweight given that spreads didn’t offer nearly enough compensation on a default-adjusted and breakeven basis. Bottom Line: Our model bond portfolio outperformed its benchmark index in the first quarter of the year by +55bps – a positive result driven by our underweight allocation to the US Treasury market and overall below-benchmark global duration stance. Future Drivers Of Portfolio Returns & Scenario Analysis Chart 5More Growth-Driven Upside For Global Yields Ahead Looking ahead, the performance of the model bond portfolio will continue to be driven predominantly by the future moves of global government bond yields, most notably US Treasuries. Our most favored leading indicators for global bond yields continue to signal more upside over at least the next six months (Chart 5). Our Global Duration Indicator, comprised of measures of future economic sentiment and momentum, remains at an elevated level. The ongoing climb in the global manufacturing PMI, which typically leads global real bond yields by around six months, suggests that the recent uptick in real yields can continue into the second half of 2021. We are still maintaining a bias towards bearish yield curve steepening across all the countries in the model bond portfolio. It is still far too soon to see bearish flattening of yield curves given the dovish bias of global central banks, many of which are actively targeting an overshoot of their own inflation targets. The US will be the first central bank to see any bearish flattening pressure, as the market more aggressively pulls forward the liftoff date of the next Fed tightening cycle in response to strong US growth, but that is an outcome we do not expect until well into the second half of 2021. With regards to country allocations within the government bond segment of the model bond portfolio, we continue to focus our maximum underweight on the US, while limiting exposure to the markets that are more sensitive to changes in US interest rates (Chart 6). Those “lower yield beta” markets (Germany, France and Japan) will continue to outperform the higher beta markets (Canada, Australia) over the latter half of 2021. We currently have Canada on “downgrade watch”, as economic momentum is accelerating and the housing bubble looks to be reflating, both of which will make the Bank of Canada turn more hawkish shortly after the Fed does. We are more comfortable keeping Australia at neutral, as Australian inflation is likely to remain too underwhelming for the Reserve Bank of Australia to turn less dovish and risk a surge in the Australian dollar. UK Gilts are a more difficult case, atypically acting like a lower beta market over the past few years. As we discussed in a Special Report published last month, we attribute the declining Gilt yield beta to the rolling shocks the UK has suffered over the past thirteen years – the 2008 global financial crisis, the 2012 euro area debt crisis, Brexit and, now, COVID-19 – that have hamstrung the Bank of England’s ability to try even modest interest rate hikes.2 With the impact of those shocks on UK growth now diminishing, we see the central bank under greater pressure to begin normalizing UK monetary policy over the couple of years. We downgraded our cyclical stance on UK Gilts and UK investment grade corporates to neutral from overweight in that Special Report and, this week, we are making the same reduction in UK weightings in our model bond portfolio (see the portfolio tables on pages 20-21). After that change, the overall duration of the model bond portfolio remains below that of the custom benchmark index, now by -0.75 years (Chart 7). Chart 6Low-Beta Markets Will Continue To Outperform USTs Chart 7Overall Portfolio Duration: Stay Below Benchmark We continue to see the dovish bias of global central bankers as being conducive to the outperformance of inflation-linked bonds versus nominal government debt (Chart 8). Yes, the “easy money” has been made betting on a recovery of inflation expectations from the bombed-out levels seen after the COVID-19 recession in 2020. However, within the major developed economies with inflation-linked bond markets, 10-year breakevens have already climbed beyond the pre-pandemic levels of early 2020 (Chart 9). The next targets are the previous cyclical highs seen in 2018 (and 2019 for the UK). Chart 8Dovish Central Banks Still Positive For Inflation-Linked Bonds Chart 9Inflation Breakevens Returning To Past Cyclical Peaks Chart 10Still A Supportive Backdrop For Global Corporates The 10-year US TIPS breakeven is already past that 2018 peak of 2.18%, and with the Fed showing no sign of concern about US growth and inflation accelerating, the 10-year US breakeven should end up moving into the high end of our expected 2.3-2.5% target range before the Fed begins to turn less dovish. Thus, we are maintaining a core allocation to linkers in the portfolio, focused on US TIPS and inflation-linked bonds in Italy, France and Canada. The same aggressive easing of global monetary policy that has been good for relative inflation-linked bond performance continues to benefit global corporate bonds. The annual rate of growth of the combined balance sheets of the Fed, ECB, Bank of Japan and Bank of England remains an excellent leading indicator of the excess returns of both global investment grade and high-yield corporates over the past decade (Chart 10). With the combined balance sheet now expanding at a 55% pace, corporate bonds are still likely to continue to outperform government debt over the remainder of 2021. Much of that expected return outperformance of corporates will come via carry rather than spread compression, though. Our preferred measure of the attractiveness of credit spreads, the historical percentile ranking of 12-month breakeven spreads, shows that only US high-yield spreads are above the bottom quartile of their history among the credit sectors in our model portfolio (Chart 11). Given the absence of spread cushion in those other markets, we are maintaining an overweight stance on US high-yield in the model bond portfolio – especially versus euro area high-yield where we are underweight - while staying neutral investment grade credit in the US and Europe. Chart 11US High-Yield: The Last Bastion Of Attractive Spreads Within the euro area, we continue to prefer owning Italian government bonds over investment grade corporates, given the European Central Bank’s more explicit support for the former through quantitative easing (Chart 12). We expect Italian yields and spreads to converge down to Spanish levels, likely within the next 6-12 months, while there is limited downside for euro area investment grade spreads given tight valuations. Chart 12Favor Italian BTPs Over Euro Area IG We are not only looking at relative valuation considerations in developed market credit. Emerging market (EM) USD-denominated credit has benefited from a bullish combination of global policy stimulus, a weakening US dollar and rising commodity prices. We have positioned for that in our model portfolio through an overall overweight stance on EM USD credit, but one that favors investment grade corporates over sovereigns. Now, with the Chinese credit impulse likely to slow in the latter half of 2021 as Chinese policymakers look to rein in stimulus, a slower pace of Chinese economic growth represents a risk to EM credit (Chart 13). The same can be said for the US dollar, which is no longer depreciating with US bond yields rising and the markets questioning the Fed’s dovish forward guidance on future rate hikes (Chart 14). A strong US dollar would also be a risk to the commodity price rally that has supported EM financial assets. Chart 13Global Policy Mix Becoming Less Supportive For EM Chart 14A Stronger USD Is A Risk For EM Corporates Vs Sovereigns Chart 15A Moderate Overweight To Spread Product Vs Government Debt In response to these growing risks to the bullish EM backdrop, we are downgrading our overall EM USD credit exposure in the model bond portfolio to neutral from overweight. We are maintaining our relative preference for EM investment grade corporates over sovereigns, however, within that overall neutral allocation. Summing it all up, we are sticking with a moderately overweight stance on global spread product versus government debt in the model portfolio, equal to four percentage points (Chart 15). That overweight comes entirely from the US high-yield allocation. After the changes made to our UK and EM positions, the tracking error of the portfolio, or its expected volatility versus that of the benchmark index, is quite low at 41bps (Chart 16). This is an unsurprising outcome given that the current positioning is focused so heavily on the US (Treasury underweight, high-yield overweight), with much of the other positioning close to neutral. That will change as 2021 progresses but, for now, our highest conviction views are in US fixed income. One final point – the relatively concentrated positioning leaves the portfolio “flat carry”, with a yield roughly equal to that of the benchmark index (Chart 17). Chart 16Limited Use Of Portfolio 'Tracking Error' Chart 17Model Portfolio Yield Close To Benchmark Scenario Analysis & Return Forecasts After making the shifts to our model bond portfolio allocations in the UK and EM, we now turn to scenario analysis to determine the return expectations for the portfolio for the next six months. On the credit side of the portfolio, we use risk-factor-based regression models to forecast future yield changes for global spread product sectors as a function of four major factors - the VIX, oil prices, the US dollar and the fed funds rate (Table 2A). For the government bond side of the portfolio, we avoid using regression models and instead use a yield-beta driven framework, taking forecasts for changes in US Treasury yields and translating those in changes in non-US bond yields by applying a historical yield beta (Table 2B). For our scenario analysis over the next six months, we use a base case scenario plus two alternate “tail risk” scenarios, based on the following descriptions and inputs: Table 2AFactor Regressions Used To Estimate Spread Product Yield Changes Table 2BEstimated Government Bond Yield Betas To US Treasuries Base case: Ongoing global vaccinations lead to more of the global economy reopening over the summer, with excess savings built up during the pandemic – augmented by ongoing fiscal support – starting to be spent. US economic growth will be most robust out of the major economies, given the additional boost from fiscal stimulus, while China implements actions to slow credit growth and the euro area lags on vaccinations. The Fed stands its ground and maintains no rate hikes until at least 2023, and US TIPS breakevens climb to levels consistent with the Fed’s 2% inflation mandate (2.3-2.5%). The US Treasury curve continues to bear-steepen, with the 10-year US yield rising to 2%. The VIX falls to 15, the US dollar is flat, the Brent oil price rises +5%, and the fed funds rate is unchanged at 0%. Optimistic case: A rapid pace of global vaccinations leads to booming growth led by the US but including a reopening euro area. Chinese policymakers tighten credit by less than expected. Markets begin to pull forward the timing and pace of future central bank interest rate hikes, most notably in the US but also in the other countries like Canada and the UK. Real bond yields continue to climb globally, but inflation breakevens stay elevated. The steepening trend of the US Treasury curve ends, and mild bear flattening begins with the 10-year reaching 2.2% and the 2-year yield climbing to 0.4%. The VIX stays unchanged at 18, the US dollar rises +5%, the Brent oil price climbs +2.5% and the fed funds rate stays unchanged. Pessimistic case: Setbacks on the pandemic, either from struggles with vaccine distribution or a surge in variant cases, lead to a slower pace of global growth momentum. Europe cannot reopen, China tightens credit policy faster than expected, and US households hold onto to excess savings amid lingering virus uncertainty. Diminished economic optimism leads to a pullback in global equity values and wider global credit spreads. The US Treasury curve bull flattens as longer-maturity yields fall in a risk-off move, with the 10-year yield moving back down to 1.5%. The VIX rises to 25, the US dollar falls -2.5% and the fed funds rate stays at 0%. The inputs into the scenario analysis are shown in Chart 18 (for the USD, VIX, oil and the fed funds rate), while the US Treasury yield scenarios are in Chart 19. The excess return scenarios for the model bond portfolio, using the above inputs in our simple quantitative return forecast framework, are shown in Table 3A (the scenarios for the changes in US Treasury yields are shown in Table 3B). Chart 18Risk Factor Assumptions For The Scenario Analysis Chart 19US Treasury Yield Assumptions For The Scenario Analysis Table 3AGFIS Model Bond Portfolio Scenario Analysis For The Next Six Months Table 3BUS Treasury Yield Assumptions For The 6-Month Forward Scenario Analysis The model bond portfolio is expected to deliver an excess return over the next six months of +46bps in the base case and +54bps in the optimistic scenario, but is only projected to underperform by -27bps in the pessimistic scenario. Bottom Line: We are sticking with an overall below-benchmark portfolio duration stance, given accelerating global growth momentum, expanding vaccinations and a highly stimulative fiscal/monetary policy mix. We are maintaining a moderate overweight to global spread product versus government debt, concentrated on an overweight to US high-yield given more stretched valuations in other credit sectors. On the margin, we are making the following changes to the portfolio allocations: downgrading both UK Gilts and UK investment grade corporates to neutral, while cutting the overall allocation to EM USD credit to neutral.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com   Shakti Sharma Research Associate ShaktiS@bcaresearch.com Footnotes 1 The GFIS model bond portfolio custom benchmark index is the Bloomberg Barclays Global Aggregate Index, but with allocations to global high-yield corporate debt replacing very high quality spread product (i.e. AA-rated). We believe this to be more indicative of the typical internal benchmark used by global multi-sector fixed income managers. 2 Please see BCA Research Global Fixed Income Strategy/Foreign Exchange Strategy Special Report, "Why Are UK Interest Rates Still So Low?", dated March 10, 2021, available at gfis.bcaresearch.com. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights The Biden Administration's $2.25 trillion infrastructure plan rolled out yesterday will, at the margin, boost global demand for energy and base metals more than expected later this year and next.  Global GDP growth estimates – and the boost supplied by US stimulus – once again will have to be adjusted higher (Chart of the Week). Energy and metals fundamentals continue to tighten. OPEC 2.0's so-far-successful production management strategy will keep the level of supply just below demand, which will keep Brent crude oil on either side of $60/bbl. Base-metals output will struggle to meet higher demand from the ongoing buildout of renewables infrastructure and growing electric-vehicle sales. Of late, concerns that speculative positioning suggests prices will head lower – or, at other times, higher – are entirely misplaced: Spec positioning conveys no information on price levels or direction.  Energy and metals prices, on the other hand, do convey useful information on spec positioning, demonstrating specs do not lead the news or prices, they follow them. Short-term headwinds caused by halting recoveries and renewed lockdowns – particularly in the EU – will fade in 2H21 as vaccines roll out, if the experience of the UK and US are any guide.  Continued USD strength, however, would remain a headwind. Feature If the Biden administration is successful in getting its $2.25 trillion infrastructure-spending bill through Congress, the US will join the rest of the world in the race to re-build – in some cases, build anew – its long-neglected bridges, roads, schools, communications and high-speed transportation networks, and, critically, its electric-power grid.  There's a lot of game left to play on this, but our Geopolitical Strategy group is giving this bill an 80% of passage later this year, after all the wrangling and log-rolling in Congress is done. In and of itself, the infrastructure-directed spending coming out of Biden's plan will be a catalyst for higher US industrial commodity demand – energy, metals and bulks.  In addition, it will support the lift in the demand boost coming out of higher GDP growth globally, which will be pushed higher by US fiscal spending, as the Chart of the Week shows.  Of note is the extremely robust growth expected in India, China and the US, which are among the largest consumers of industrial commodities globally.  Overall growth in the G20 and globally will be expansive in 2022 as well. Chart of the WeekBiden's $2.25 Trillion Infrastructure Bill Will Boost Global Commodity Demand Higher GDP growth translates directly into higher demand for commodities, all else equal, as can be seen in the relationship between EM and DM GDP, supply and inventories and Brent crude oil prices in Chart 2.  While we have reduced our Brent forecast for this year to $60/bbl on the back of renewed demand-side weakness in the EU due to problems in acquiring and distributing COVID-19 vaccines, we expect this to be reversed next year and into 2025, with prices trading between $60-$80/bbl (Chart 3).  OPEC 2.0, the oil-producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia, has done an excellent job of keeping the level of oil supply below demand over the course of the pandemic, which we expect to continue to the end of 2025.1 Chart 2Higher GDP Growth Presages Higher Commodity Demand Chart 3Brent Crude Oil Prices Will Average - / bbl to 2025 As the Biden plan makes its way through Congress, markets will get a better idea of how much diesel fuel, copper, steel, iron ore, etc., will be required in the US alone.  What is important to note here that the US is just moving to the starting line, whereas other economies like China and the EU already have begun their investment cycles in renewables and EVs.  At present, key markets already are tight, particularly copper (Chart 4) and aluminum (Chart 5).  In both markets, we expect physical deficits this year and next, which inclines us to believe the metals leg of this renewables buildout is just beginning – higher prices will be required to incentivize the development of new supply.2  Chart 4Copper Will Post Physical Deficit... Chart 5...As Will Aluminum This is particularly important in copper, where growth in mining output of ore has been flat for the past two years.  Copper is the one metal that spans all renewables technologies, and is a bellwether commodity for global growth.  We expect copper to trade to $4.50/lb (up ~ $0.50/lb vs spot) on the COMEX in 4Q21 on the back of increasing demand and tight supplies – i.e., falling mining supply and refined copper output growth (Chart 6). Worth noting also is steel rebar and hot-rolled coil prices traded at record highs this week on Chinese futures markets.  Stronger steel markets continue to support iron ore prices, although the latter is trading off its recent highs and likely will move lower toward the end of the year as Brazilian supply returns to the market.3  We use steel prices as a leading indicator for copper prices – steel leads copper prices by ~ 9 months.  This makes sense when one considers steel is consumed early in infrastructure and construction projects, while copper consumption occurs later as airports and houses are fitted with copper for electric, plumbing and communications applications. Chart 6Copper Ore Output Flat   Does Speculative Positioning Matter? Of late, media pundits and analysts have cited an unwinding of speculative positions in oil and metals markets following sharp run-ups in net long positions as a harbinger of weaker prices in the near future (Chart 7).4  At other times, speculation has been invoked as a reason for price surges – e.g., when oil rocketed  toward $150/bbl in mid-2008, which was followed by a price collapse at the start of the Global Financial Crisis (GFC).5 Brunetti et al note, "The role of speculators in financial markets has been the source of considerable interest and controversy in recent years. Concern about speculative trading also finds support in theory where noise traders, speculative bubbles, and herding can drive prices away from fundamental values and destabilize markets." (p. 1545) Chart 7Speculative Positioning Lower In Brent Than WTI We recently re-tested earlier findings in our research, which found that knowledge of how specs are positioned – either on the long or the short side of the market – conveys no information on the level of prices or the change that should be expected given that knowledge.  However, knowledge of the price level does convey useful information on how speculators are positioned in futures markets.6 In cointegrating regressions of speculative positions in crude oil, natural gas and copper futures on price levels for these commodities, we find the level of prices to be a statistically significant determinant of spec positions. We find no such relationship using spec positions as an explanatory variable for prices.7 On the other hand, Chart 2 above is an example of statistically significant relationships for Brent and WTI price as a function of supply-demand fundamentals displaying coefficients of determination (r-squares) of close to 90% in the post-GFC period (2010 to now).  This supports our earlier findings regarding spec behavior: They follow prices, they don't lead them.8 We are not dismissive of speculation.  It plays a critical role in markets, by providing the liquidity that enables commodity producers and consumers to hedge their price exposures, and to investors seeking to diversify their portfolios with commodity exposures that are uncorrelated to their equity and bond holdings.  Short-Term Headwinds Likely Dissipate COVID-19 remains the largest risk to markets generally, commodities in particular.  The mishandling of vaccine rollouts in the EU has pushed back our assumption for demand recovery deeper into 2H21, but it has not derailed it.  We expect COVID-related deaths and hospitalizations to fall in the EU as they have in the UK and the US following the widespread distribution of vaccines, which should occur in the near future as Brussels organizes its pandemic response (Chart 8).  Making vaccines available for other states in dire straits will follow, which will allow the global re-opening to progress as lockdowns are lifted (Chart 9). Chart 8EU Vaccination Rollouts Will Boost Global Economic Recovery Chart 9Global Re-Opening Has Slowed, But Will Resume In 2H21 The other big risk we see to commodities is persistent USD strength (Chart 10).  The dollar has rallied for the better part of 2021, largely on the back of improving US economic prospects relative to other states, and success in its vaccination efforts.  The resumption of the USD's bear market may have to wait until the rest of the world catches up with America's public-health response to the pandemic, and the global economy ex-US and -China enters a stronger expansionary mode. Bottom Line: We remain bullish industrial commodities expecting demand to improve as the EU rolls out vaccines and begins to make progress in arresting the pandemic and removing lockdowns.  Global fiscal and monetary policy, which likely will be bolstered by a massive round of US infrastructure spending beginning in 4Q21 will catalyze demand growth for oil and base metals.  This will prompt another round of GDP revisions to the upside.  The dollar remains a headwind for now, but we expect it to return to a bear market in 2H21. Chart 10The USD's Evolution Remains Important   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Going into the April 1 meeting of OPEC 2.0 today, we are not expecting any increase in production.  OPEC earlier this week noted demand had softened, mostly due to the slow recovery from the COVID-19 pandemic in the EU, which, based on their previous policy decisions, suggests the producer coalition will not be increasing production.  The coalition led by KSA and Russia will have to address Iran's return as a major exporter to China this year, which appears to have been importing ~ 1mm b/d of Iranian crude this month (Chart 11).  This puts Iran in direct competition with KSA as a major exporter to China, in defiance of the US re-imposition of sanctions against Iranian exports.  China and Iran over the weekend signed a 25-year trade pact that also could include military provisions, which could, over time, alter the balance of power in the Persian Gulf if Chinese military assets – naval and land warfare – deploy to Iran under their agreement.  Details of the deal are sparse, as The Guardian noted in its recent coverage.  Among other things, government officials in Tehran have come under withering criticism for entering the deal, which they contend was signed with a "politically bankrupt regime."  The Guardian also noted US President Joe Biden " is prepared to make a new offer to Iran this week whereby he will lift some sanctions in return for Iran taking specific limited steps to come back into compliance with the nuclear agreement, including reducing the level to which it enriches uranium," in the wake of the signing of this deal. Base Metals: Bullish Copper fell this week, initially on an inventory build, and has now settled right under the $4/lb mark, as investors await details on the US infrastructure bill unveiled in Pittsburgh, PA, on Wednesday.  According to mining.com, a major chunk of the proposed bill will be devoted to investments in infrastructure, which will be metals-intensive.  Precious Metals: Bullish Gold fell further this week, as US treasury yields rose, buoyed by the increased US vaccine efforts and President Biden’s proposed spending plans (Chart 12). USD strength also worked against the yellow metal, which has been steadily declining since the beginning of this year.  COMEX gold fell below the $1,700/oz mark for the third time this month and settled at $1,683.90/oz on Tuesday. Chart 11 Chart 12     Footnotes 1     Please see Five-Year Brent Forecast Update: Expect Price Range of $60 - $80/bbl, which we published 25 March 2021.  It is available at ces.bcaresearch.com. 2     Please see Industrial Commodities Super-Cycle Or Bull Market?, which we published 4 March 2021 for additional discussion, particularly regarding the need for additional capex in energy and metals markets. 3    Please see UPDATE 1-Strong industrial activity, profit lift China steel futures, published by reuters.com 29 March 2021. 4    See, e.g., Column: Frothy oil market deflates as virus fears return published 23 March 2021. 5    Brunetti, Celso, Bahattin Büyüksahin, and Jeffrey H. Harris (2016), " Speculators, Prices, and Market Volatility," Journal of Financial and Quantitative Analysis, 51:5, pp. 1545-74, for further discussion. 6    Please see Specs Back Up The Truck For Oil, which we published 26 April 2018, and Feedback Loop: Spec Positioning & Oil Price Volatility published 10 May 2018.  Both are available at ces.bcaresearch.com. 7     We group money managers (registered commodity trading advisors, commodity pool operators and unregistered funds) and swap dealers (banks and trading companies providing liquidity to hedgers and speculators) together to test these relationships. 8    In our earlier research, we also noted our results generally were supported in the academic literature.  See, e.g., Fattouh, Bassam, Lutz Kilian and Lavan Mahadeva (2012), "The Role of Speculation in Oil Markets: What Have We Learned So Far?" published by The Oxford Institute For Energy Studies.   Investment Views and Themes Strategic Recommendations Commodity Prices and Plays Reference Table Summary of Closed Trades