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代替投資

Highlights China's high-profile jawboning draws attention to tightness in metals markets, and raises the odds the State Reserve Board (SRB) will release some of its massive copper and aluminum stockpiles in the near future. Over the medium- to long-term, the lack of major new greenfield capex raises red flags for the IEA's ambitious low-carbon pathway released last week, which foresees the need for a dramatic increase in renewable energy output and a halt in future oil and gas investment to achieve net-zero emissions by 2050. Copper demand is expected to exceed mined supply by 2028, according to an analysis by S&P, which, in line with our view, also sees refined-copper consumption exceeding production this year (Chart of the Week). A constitution re-write in Chile and elections in Peru threaten to usher in higher taxes and royalties on mining in these metals producers, placing future capex at risk. Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk. We remain bullish copper and look to get long on politically induced sell-offs as the USD weakens. Feature Politicians are inserting themselves in the metals markets' supply-demand evolutions to a greater degree than in the past, which is complicating the short- and medium-term analysis of prices. This adds to an already-difficult process of assessing markets, given the opacity of metals fundamentals – particularly inventories, which are notoriously difficult to assess. Chinese Communist Party (CCP) jawboning of market participants in iron ore, steel, copper and aluminum markets over the past two weeks has weakened prices, but, with the exception of steel rebar futures in Shanghai – down ~ 17% from recent highs, and now trading at ~ 4911 RMB/MT –  the other markets remain close to records.  Benchmark 62% Fe iron ore at the port of Tianjin was trading ~ 4% lower at $211/MT, while copper and aluminum were trading ~ 5.5% and 6.5% off their recent records at $4.535/lb and $2,350/MT, respectively. In addition to copper, aluminum markets are particularly tight (Chart 2). Jawboning aside, if fundamentals continue to keep prices elevated – or if we see a new leg up – China's high-profile jawboning could presage a release by the State Reserve Board (SRB) of some of its massive copper and aluminum stockpiles in the near term. In the case of copper, market guesses on the size of this stockpile are ~ 2mm to 2.7mm MT. On the aluminum side, Bloomberg reported CCP officials were considering the release of 500k MT to quell the market's demand for the metal. Chart of the WeekContinue Tightening In Copper Expected Chart 2Aluminum Remains Tight Brownfield Development Not Sufficient Our balances assessments continue to indicate key base metals markets are tight and will remain so over the short term (2-3 years). Economies ex-China are entering their post-COVID-19 recovery phase. This will be followed by higher demand from renewable generation and grid build-outs that will put them in direct competition with China for scarce metals supplies for decades to come. Markets will continue to tighten. In the bellwether copper market, we expect this tightness to remain a persistent feature of the market over the medium term – 3 to 5 years out – given the dearth of new supply coming to market. Copper prices are highly correlated with the other base metals (Chart 3) – the coefficient of correlation with the other base metals making up the LME's metals index is ~ 0.86 post-GFC – and provide a useful indicator of systematic trends in these markets. Chart 3Copper Correlation With LME Index Ex-Copper Copper ore quality has been falling for years, as miners focused on brownfield development to extend the life of mines (Chart 4). In Chart 5, we show the ratio of capex (in billion USD) to ore quality increases when capex growth is expanding faster than ore quality, and decreases when capex weakens and/or ore quality degradation is increasing. Chart 4Copper Capex, Ore Quality Declines Chart 5Capex-to-Ore-Quality Decline Set Market Up For Higher Prices Falling prices over the 2012-19 interval coincide with copper ore quality remaining on a downward trend, likely the result of previous higher prices that set off the capex boom pre-GFC. The lower prices favored brownfield over greenfield development. Goehring and Rozencwajg found in their analysis of 24 mines, about 80% of gross new reserves booked between 2001-2014 were due not to new mine discoveries but to companies reclassifying what was once considered to be waste-rock into minable reserves, lowering the cut-off grade for development.1 This is consistent with the most recent datapoints in Chart 5, due to falling ore grade values, as companies inject less capex into their operations and use it to expand on brownfield projects. Higher prices will be needed to incentivize more greenfield projects. A new report from S&P Global Market Intelligence shows copper reserves in the ground are falling along with new discoveries.2 According to the S&P analysts, copper demand is expected to exceed mined supply by 2028, which, in line with our view, sees refined-copper consumption exceeding production this year. Renewables Push At Risk Just last week, the IEA produced an ambitious and narrow path for governments to collectively reach a net-zero emissions (NZE) goal by 2050.3 Among its many recommendations, the IEA singled out the overhaul of the global electric grid, which will be required to accommodate the massive renewable-generation buildout the agency forecasts will be needed to achieve its NZE goals. The IEA forecasts annual investment in transmission and distribution grids will need to increase from $260 billion to $820 billion p.a. by 2030. This is easier said than done. Consider the build-out of China's grid, which is the largest grid in the world. To become carbon neutral by 2060, per its stated goals, investment in China’s grid and associated infrastructure is expected to approach ~ $900 billion, maybe more, over the next 5 years.4 The world’s largest fossil-fuel importer is looking to pivot away from coal and plans to more than double solar and wind power capacity to 1200 GW by 2030. Weening China off coal and rebuilding its grid to achieve these goals will be a herculean lift. It comes as no surprise that IEA member states have pushed back on the agency's NZE-by-2050 plan. This primarily is because of its requirement to completely halt fossil-fuel exploration and spending on new projects. Japan and Australia have pushed back against this plan, citing energy security concerns. Officials from both countries have stated that they will continue developing fossil fuel projects, as a back-up to renewables. Japan has been falling behind on renewable electricity generation (Chart 6). Expensive renewables and the unpopularity of nuclear fuel could make it harder for the world’s fifth largest fossil fuels consumer to move away from fossil fuels. Around the same time the IEA released its report, Australia committed $464 million to build a new gas-fired power station as a backup to renewables. Chart 6Japan Will Continue Building Fossil-Fuel Back-Up Generation Just days after the IEA report was published, the G7 nations agreed to stop overseas coal financing. This could have devastating effects for emerging and developing nations‘ electricity grids which are highly dependent on coal. In 2020 70% and 60% of India and China’s electricity respectively were produced by coal (Chart 7).5 Chart 7EM Economies Remain Reliant On Coal-Fired Generation Near-Term Copper Supply Risks Rise Even though inventories appear to be rebuilding, mounting political risks keep us bullish copper (Chart 8). Lawmakers in Chile and Peru are in the process of re-writing their constitutions to, among other things, raise royalties and taxes on mining activities in their respective countries. This could usher in higher taxes and royalties on mining for these metals producers, placing future capex at risk. In addition, Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk.6 None of these events is certain to occur. Peruvian elections, for one thing, are too close to call at this point, and Chile has a history of pro-business government. However, these are non-trivial odds – i.e., greater than Russian roulette odds of 1:6 – and if any or all of these outcomes are realized, higher costs in copper and lithium prices would result, and miners would have to pass those costs on to buyers. Bottom Line: We remain bullish base metals, especially copper. Another leg up in copper would pull base metals higher with it. We would look to get long on politically induced sell-offs, particularly with the USD weakening, as expected Chart 8Global Copper Inventories Rebuilding But Still Down Y/Y   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 Next Tuesday's OPEC 2.0 meeting appears to be a fairly staid affair, with little of the drama attending previous gatherings. Russian minister Novak observed the coalition would be jointly "calculating the balances" when it meets, taking into account the likely official return of Iran as an exporter, according to reuters.com. We expect a mid-year deal on allowing Iran to return to resume exports under the nuclear deal abrogated by the Trump administration in 2019, and reckon Iran has ~ 1.5mm b/d of production it can bring back on line, which likely would return its crude oil production to something above 3.8mm b/d by year-end. We are maintaining our forecast for Brent to average $64.45/bbl in 2H21; $75 and $78/bbl, in 2022 and 2023, respectively. By end 2023, prices trade to $80/bbl. Our forecast is premised on a wider global recovery going into 2H21, and continued production discipline from OPEC 2.0 (Chart 9). Base Metals: Bullish Our stop-losses was elected on our long Dec21 copper position on May 21, which means we closed the position with 48.2% return. The stop loss on our long 2022 vs short 2023 COMEX copper futures backwardation recommendation also was elected on May 20, leaving us with a return of 305%. We will be looking for an opportunity to re-establish these positions. Precious Metals: Bullish We expect the collapse in bitcoin prices, the US Fed’s decision to not raise interest rates, and a weakening US dollar to keep gold prices well bid (Chart 10). China’s ban on cryptocurrency services and Musk’s acknowledgment of the energy intensity of Bitcoin mining sent Bitcoin prices crashing. The Fed’s decision to keep interest rates constant, despite rising inflation and inflation expectations will reduce the opportunity cost of holding gold. According to our colleagues at USBS, the Fed will make its first interest rate hike only after the US economy has reached "maximum employment". The Job Openings and Labor Turnover Survey reported that job openings rose nearly 8% in March to 8.1 million jobs, however, overall hiring was little changed, rising by less than 4% to 6 million. As prices in the US rise and the dollar depreciates, gold will be favored as a store of value. On the back of these factors, we expect gold to hit $2,000/oz. Ags/Softs: Neutral Corn futures were trading close to 20% below recent highs earlier in the week at ~ $6.27/bu, on the back of much faster-than-expected plantings. Chart 9 Chart 10     Footnotes 1     Please refer to Goehring & Rozencwajg’s Q1 2021 market commentary. 2     Please see Copper cupboard remains bare as discoveries dwindle — S&P study published by mining.com 20 May 2021. 3    Please see Net Zero by 2050 – A Roadmap for the Global Energy Sector, published by the IEA. 4    Please see China’s climate goal: Overhauling its electricity grid, published by Aljazeera.  5    We discuss this in detail in Surging Metals Prices And The Case For Carbon-Capture published 13 May 2021, and Renewables ESG Risks Grow With Demand, which was published 29 April 2021.  Both are available at ces.bcaresearch.com. 6    Please see A game of chicken is clouding tax debate in top copper nation, Fujimori looks to speed up projects to tap copper riches in Peru and Codelco says 40% of its copper output at risk if glacier bill passes published by mining.com 24, 23 and 20 May 2021, respectively.    Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades
特別レポート Highlights The selloff in crypto-currencies on May 19 may be overblown but the risk of government intervention is a rising headwind for this asset class. While environmental concerns are a threat to Bitcoin, the entire crypto-currency complex faces a looming confrontation over governance. Digital currencies are a natural evolution of money following coinage and paper. Moreover a sizable body of consumers is skeptical of governments and traditional banking. Loose monetary conditions are fueling a speculative mania. However, governments fought for centuries to gain a monopoly over money. As crypto-currencies become more popular, governments will step in to regulate and restrict them. Central bank digital currencies (CBDCs) threaten to remove the speed and transactional advantage of crypto-currencies, leaving privacy/anonymity as their main use-case. Feature The prefix “crypto” derives from the Greek kruptos or “hidden.” This etymology highlights one of the biggest problems confronting the crypto-currency craze in financial markets today. Speed and anonymity are the greatest assets of the digital tokens. But the former advantage is being eroded by competitors while the latter is becoming a political liability. In the 2020s, governments are growing stronger and more interventionist, not weaker and more laissez faire. Chart 1Loose Money Fuels Crypto Mania Bitcoin and rival crypto-currency Ethereum fell by 29.5% and 43.2% in intra-day trading on May 19, only to finish the day down by 13.8% and 27.2%, respectively. The market panicked on news that China’s central bank had banned firms from handling transactions in crypto-currencies. What really happened was that China’s National Internet Finance Association, China Banking Association, and Payment and Clearing Association issued a statement merely reiterating a 2013 and 2017 policy that already banned firms from handling transactions in crypto-currencies. These three institutions also warned about financial speculation regarding crypto-currencies.1 The crypto market suffered a spike in volatility because it is in the midst of a speculative mania. In the last five years, total market capitalization of crypto-currencies has risen from around $7 billion to $2.3 trillion,2 recording a 34,000% gain. Some crypto-currencies have even recorded returns in excess of that number over a shorter horizon. Price gains have been driven by retail buyers who may or may not know much about this new asset class (Chart 1). Prior to the May 19 selloff, prices had grown overextended and recent concerns over the environment, sustainability, and governance (ESG) had shaken confidence in Bitcoin and its peers. Chinese authorities have already banned financial firms from providing crypto services in a bid to deter ownership of crypto-currencies. And China is not alone. The latest market jitters are a warning sign that government interference in the crypto-currency market is a real threat. Regulation and sovereign-issued digital currencies are starting to enter the fray. While ultra-dovish central bank policies are not changing soon, and therefore crypto-currency price bubbles can continue to grow, crypto-currencies will remain subject to extreme volatility and precipitous crashes. In this report we argue that the fundamental problem with crypto-currencies is that they threaten the economic sovereignty of nation-states. Environmental degradation, financial instability, and black market crime, and other concerns about cryptos have varying degrees of merit. But they provide governments with ample motivation to pursue a much deeper interest in regulating a technological innovation that has the power to undermine state influence over the economy and society. Government scrutiny is a legitimate reason for crypto buyers to turn sellers. Does The World Need Crypto-Currencies? Broadly speaking, there are two primary justifications for crypto-currencies, centered on a transactional basis: speed and privacy/anonymity. The crux of crypto-currency creation rests on these two use cases.3 The speed of crypto-currencies comes from their ability to increase efficiency in local and global payment systems by facilitating financial transactions without the need of a third party (e.g. a financial institution). Cross-border settlement of traditional (fiat) currency transactions processed through the standard SWIFT communications system takes up to two business days. Most transactions involving crypto-currencies over a blockchain network are realized in less than an hour, cross-border or not.4 The fees involved with third-party payments are often more expensive than transacting with crypto-currencies. Simply put, excluding the “middleman” can save money. This is a selling point in a global market that expects to see retail cross-border transactions reach $3.5 trillion by the end of 2021, of which up to 5% are associated with transaction-based fees.5 But this breakthrough in payment system technology can be overstated and is not the main reason for using crypto-currency. Speculation drives current use, especially given that there is speculative behavior even among those who believe that cryptos are safe-haven assets or promising long-term investments (Chart 2). Chart 2Crypto-Currency Use Driven By Speculation Chart 3Consumers Growing Skeptical Of Banking Regulation If a person wants to buy an item from a company in a distant country, that person could use a crypto-currency just as he or she could use a credit card. Both parties would have a secure medium of exchange but, unlike with a credit card, both would avoid using fiat currencies. Neither party could conduct the same transaction using gold or silver. The crucial premise is the existence of an online community of individuals and firms who for one reason or another want to avoid fiat currencies. From a descriptive point of view, the crypto-currency phenomenon implies a lack of trust in modern governments, or at least their monetary systems, and an assertion of individual property rights. The list of crypto-currencies continues to grow. To date, there are approximately 9,800 of them. Some are trying to prove their economic value or use, while others have been created with no intended purpose or problem to solve. Even so, there has yet to be a crypto-currency that overwhelms the use of slower fiat money. In a recent Special Report, BCA Research’s Foreign Exchange Strategist Chester Ntonifor showed that crypto-currencies still have a long way to go to have a chance at replacing fiat monies. While crypto-currencies are showing signs of significant improvement as mediums of exchange, they still fall short as stores of value and units of account. The other primary case for crypto-currencies is privacy or anonymity. The bypassing of intermediaries implies a greater control of funds by the two parties of a transaction. Crypto-currencies are said to be more “private” compared to fiat money. Fiat money is controlled by governments and banks while crypto-currencies have only “owners.” Crypto-currencies are anonymous because they are stored in digital wallets with alphanumeric sequences – there is a limited personal data trail that follows crypto-currency compared to those of electronic fiat currency transactions. In a post-9/11, post-GFC, post-COVID world where a sizable body of consumers is growing more skeptical of government surveillance and regulation and banking industry practices (Chart 3), crypto-currencies give users more than just a means to transact with. However, privacy is not the same as security. Hacking and fraud can affect cryptos as well as other forms of money and attacks will increase with the value of the currencies. Bitcoin At The Helm Of Crypto-Currency Market Chart 4Bitcoin Slows Bitcoin has cemented its status as the number one currency in the crypto-verse.6 It is considered to be the first crypto-currency created, it is the most widely accepted, it is touted as a store of value or “digital gold,” and it is the most featured in quoting alternative crypto-currency pairs across crypto exchanges. As it stands, Bitcoin accounts for around 42% of total crypto-currency market capitalization.7 This share has declined from around 65% at the start of 2021 on the back of the frenzied rise of several alternative coins.8 But rising risks to Bitcoin’s standing will cause the entire crypto-market to retreat. In a Special Report penned in February, BCA Research’s Chief Global Strategist Peter Berezin argued that Bitcoin is more of a trend than a solution and that its usefulness is diminishing. Bitcoin’s transaction speed is slowing and its transaction cost is rising (Chart 4). Slowing speed and rising cost on the Bitcoin network are linked to a scalability problem. The crypto-currency’s network has a limited rate at which it can process transactions related to the fact that records (or “blocks”) in the Bitcoin blockchain are limited in size and frequency. This means that one of its fundamental justifications, transactional speed, will become less attractive over time, should the network not address these issues. Bitcoin also consumes a significant amount of energy, a controversy that is gaining traction in the crypto-currency market after Elon Musk, the “techno-king” of Tesla, cited environmental concerns in reversing his decision to accept Bitcoin payment for his company’s electric vehicles. Energy consumption rises as more coins are mined, since mining each new Bitcoin becomes more computer-power intensive. The need for computing power and energy will continue to increase until all 21 million Bitcoins (total supply) are mined, which is currently estimated to occur by the year 2140. Strikingly, the energy needed to mine Bitcoin over a year are comparable to a small country’s annual power consumption, such as Sweden or Argentina (Chart 5). Chart 5Bitcoin Consumes More Energy Than A Small Country … Bitcoin also generates significant quantities of electronic waste (Chart 6). Chart 6… And Generates A Lot Of Electronic Waste Bitcoin mining is heavily domiciled in China, which accounts for 65% of global mining activity (Figure 1). China’s energy mix is dominated by coal power, which makes up approximately 65% of the country’s total energy mix even after a decade of aggressive state-led efforts to reduce coal reliance. Of this, coal powered energy makes up approximately 60% of Bitcoin’s energy mix in China.9 With several countries aiming to minimize carbon emissions, and with approximately 60% of Bitcoin mining powered by coal-fired energy globally,10 Bitcoin imposes a major negative environmental impact. Figure 1Bitcoin Mining Well Anchored In Asia Bitcoin does not shape up well when compared to gold’s energy intensity either. Bitcoin mining now consumes more energy than gold mining over a single year. While the energy difference is not large, the economic value is. Gold’s energy consumption to economic value trade-off is lower than that of Bitcoin. The production value of gold in 2020 was close to $200 billion, while Bitcoin was measured at less than $25 billion (Chart 7A). On a one-to-one basis, gold even has a lower carbon footprint than Bitcoin (Chart 7B). Chart 7AGold Outshines Bitcoin On Production Value And Carbon Footprint Chart 7BGold Outshines Bitcoin On Production Value And Carbon Footprint Crypto-currency energy consumption and carbon footprint will attract the attention of government regulators. Of course, not all crypto-currencies are heavy polluters. But if the supply of cryptos is constrained by mining difficulties then they will require a lot of energy. If the supply is not constrained then the price will be low. Government Regulation Is Coming Environmental concerns point to the single greatest threat to crypto-currencies – the Leviathan, i.e. the state. In this sense the crypto market’s wild fluctuations on May 19, at the mere whiff of tougher Chinese regulation, are a sign of what is to come. Governments around the world have so far left crypto-currencies largely unregulated but this laissez-faire attitude is already changing. Environmental regulation has already been mentioned. Governments will also be eager to expand their regulatory powers to “protect” consumers, businesses, and banks from extreme volatility in crypto markets. But investors will underrate the regulatory threat if they focus on these issues. At the most basic level, governments around the world will not sit idly by and lose what could become significant control of their monetary systems. The ability to establish and control legal tender is a critical part of economic sovereignty. Governments won control of the printing press over centuries and will not cede that control lightly. If crypto-currencies are adopted widely, then finance ministries and central banks will lose their ability to manipulate the money supply and the general level of prices effectively. Politicians will lose the ability to stimulate the economy or keep inflation in check. Most importantly, while one may view such threats as overblown, it is governments, not other organizations, that will make the critical judgment on whether crypto-currencies threaten their sovereignty. Throughout the world, most crypto-currency exchanges are regulated to prevent money laundering. Crypto-currencies are not legal tender and, aside from Bitcoin, their use is mostly banned in China (Table 1). However, more specialized regulation that targets energy and economic use has yet to be brought into law across the world. Table 1World Governments Will Not Relinquish Hard-Fought Monopolies Over Money Supply In China, initial coin offerings (ICOs – the equivalent of an initial public offering on the stock market) and trading platforms are banned from engaging in exchanges between the yuan and crypto-currencies or tokens. In fact, China recognizes crypto-currencies only as virtual commodities or virtual property. India is another country where exchanges and ICOs are banned. While crypto-currencies are not banned, they are not legal tender. Indian policymakers have recently proposed banning crypto-currencies, however. The proposed legislation is one of the world’s strictest policies against crypto-currencies. It would criminalize possession, issuance, mining, trading, and transferring crypto-assets. If the ban becomes law, India would be the first major economy to make holding crypto-currency illegal. Even China, which has banned mining and trading, does not penalize possession. In the US, Secretary of the Treasury Janet Yellen has already expressed concerns regarding the illicit use of cryptos for supposed criminal gain.11 She is in alignment with European Central Bank President Christine Lagarde. Because of the anonymity of crypto-currencies, identifying users behind illicit transactions is difficult. This means regulators face headwinds in identifying transactions that are made for criminal gain, as compared to fiat transactions. Governments have long dealt with the anonymity of cash but they have ways of monitoring bank accounts and paper bills. Crypto-currencies are beyond their immediate sight of control and therefore will attract growing scrutiny and legislative action in this regard. The Colonial Pipeline ransomware attack on May 7, which temporarily shuttered about 45% of the fuel supply line for the eastern United States, illustrates the point. The DarkSide group of hackers who orchestrated the attack demanded a ransom payment of $4.4 million worth of Bitcoin, which Colonial Pipeline paid them on May 7. Shortly thereafter, unspecified “law enforcement agencies” clawed back the $4.4 million from the hackers’ account (transferring it to an unknown address) and DarkSide lost access to its payment server, DOS servers, and blog. This episode should not be underrated. It was a successful, large-scale cyber-attack on critical infrastructure in the world’s most powerful country. It highlighted the illicit uses to which crypto-currencies can be put. True, criminals demand ransoms in fiat money as well – and many crypto-currency operators will distance themselves from the criminal underworld. Nevertheless governments will give little slack to an emerging technology that presents big new law enforcement challenges and is not widely used by the general public. Ultimately governments will pursue their sovereign interests in controlling money, the economy, and trade, listening to their banking lobby, expanding their remit to “protect” consumers, and cracking down on illicit activity. Governments are not capable of abolishing crypto-currencies altogether, or the underlying technology of blockchain. But they will play a large and growing role in regulating them. Central Banks Advancing On Digital Currencies Central bank digital currencies (CBDCs) will leave crypto-currencies in the realm of speculative assets. CBDCs are a form of digital money denominated in a country’s national unit of account and represent a liability on a central bank’s balance sheet. This is different from current e-money that represents a claim on a private financial institution’s balance sheet. It is also different from crypto-currencies, because there is a central authority behind a CBDC, unlike with crypto-currencies due to their decentralized nature. In China, the People’s Bank of China (PBoC) has suggested its rollout of a digital yuan is “ready” despite no release to date. Beta testing is ongoing in several provinces. The PBoC’s justification for a digital yuan comes from China’s growing cashless economy. The transition away from cash is largely thanks to mobile payment platforms like Alibaba’s Alipay and Tencent’s WeChat Pay, which, between the two of them, control almost the entire mobile payments market of some 850 million users. There is a significant amount of systemic risk in this system – one reason why Chinese authorities have recently subjected these companies to new scrutiny and regulation. Should Alibaba or Tencent go bankrupt, the local payment system will crash. The PBoC’s efforts will increase competition in the local payments space and reduce this systemic risk. Policymakers are also concerned that as Chinese citizens choose to hold their money in digital wallets provided by Alibaba and Tencent instead of bank accounts, liquidity is being drained from the traditional banking system, putting deposit levels at banks under strain, and posing risks to liability matching. The digital yuan will still involve a third party, unlike crypto-currencies which do not. Doing away with commercial banks is not a reality – indeed the Chinese Communist Party seeks to buttress the state-owned commercial banks in order to maintain control of the economy. What the digital yuan does, and other CBDCs will do too, is utilize blockchain technology, which is faster and more secure than traditional payment networks. In the US, the Fed has been studying the viability of a CBDC US dollar. The Fed has stated that it is carefully exploring whether a CBDC will lead to “safer, less expensive, faster, or otherwise more efficient payments.” While the Fed has yet to find a single standout case for a CBDC US Dollar, Fed Chair Jerome Powell said last year that the US has a “competitive payments market” with “fast and cheap services, particularly in comparison to other nations exploring a CBDC.” To date, the Fed’s observation is that many of the challenges that CBDCs hope to address do not apply to the US, including disuse of physical cash, narrow reach or high concentration of banking, and weak infrastructure for payment systems. Rather, the Fed is more focused on developing the FedNow real-time payment system for private banks. This is much the same as in Europe, where physical cash still plays a major role in day-to-day economic activity and where local payment systems are fast and secure. But central banks around the world continue to engage in work centered around CBDCs (Charts 8A and 8B) – and China’s progress will encourage others to move faster. Advanced economies are mostly interested in creating a safer and more efficient payment system, while emerging and developed economies have interest across several areas such as financial stability, monetary policy setting, and inclusiveness of banking, as well as efficiency and safety (Chart 9). CBDCs are especially attractive to emerging market policy makers at targeting those who lack access to traditional banking. Chart 8ACentral Banks Advancing On CBDC Work Chart 8BCentral Banks Advancing On CBDC Work Chart 9Central Banks CBDC Interest Areas In remote areas, access to banking is scarce and expensive. CBDCs can help solve this problem. Individuals would have CBDC accounts directly on a central bank ledger. They could then access their money and transact through a digital wallet application that is linked to the CBDC account. Giving people access to digital currency would allow them to transact quickly, in remote settings, without the need of hard currency. Monetary policy transmission is also better in advanced economies. In emerging markets, there are bottlenecks in local financial markets. Looser central monetary policy does not always translate into cheaper financing across the economy. In remote and poverty stricken areas, monetary policy transmission is sticky, meaning high costs of borrowing can persist even through accommodative policy cycles. This is a smaller issue in advanced economies. Payment systems in advanced economies are due an overhaul in security and efficiency, and CBDCs and blockchain technology will provide this. CBDCs will prove to be just as efficient to transact with as any crypto-currencies available today. CBDCs will also be legal tender and accepted by all vendors. The anonymity factor will be lost but this will not be a problem for most users (whereas legal issues will become a problem for crypto-currencies). The probability of central banks issuing CBDCs in both the short and medium term, both in the retail and wholesale space, is rising. If advanced economies like those of the G7 issue CBDCs soon, policy makers will undoubtedly ensure the use of it over the currently circulating and partially accepted crypto-currencies. The endgame will leave crypto-currencies in the highly speculative asset class, perhaps even in the black market where anonymity is valued for transactions that wish not to be tracked. Investment Takeaways Prices of crypto-currencies may continue to rise given sky-high fiat money creation amid the COVID pandemic and ultra-low interest rates. Digitalization is the natural next step in the evolution of money from precious metals to paper banknotes to electronic coin. But the market leader, Bitcoin, is encountering more headwinds. The primary case for the use of Bitcoin is challenged due to slowing transaction speeds and rising transaction costs. The virtual currency is primarily mined using coal-powered energy, resulting in growing scrutiny from governments and consumers. Government regulation is entering the ring and policymakers will take an increasingly heavy-handed role in trying to ensure that cryptos do not undermine economic sovereignty, financial stability, and law and order. When central banks begin to rollout digital currencies, especially those domiciled in advanced economies, crypto-currencies as medium of exchange will lose much of their allure. Crypto-currencies will remain as anti-fiat currencies and speculative assets. Risks To The View Given the controversy surrounding crypto-currencies, it is only fair to state outright the risks to our view. We would also recommend clients read our colleague Dhaval Joshi’s latest bullish take on Bitcoin. First, scaling up Bitcoin’s network and processing transactions in batches instead of single transactions will resolve transaction time and cost risks, restoring efficiency. This is a clear solution to efficiency concerns. However, scaling and batching transactions are not on the immediate horizon of Bitcoin developers. Bitcoin’s network will still need to undergo another “halving” in order for this risk to subside and for the network to scale. A halving of the network will only occur again in 2024.12 Second, on the environment: Bitcoin mining is not solely dependent on fossil fuel energy that gives it a “dirty” footprint. Renewables already make up some 25% of Bitcoin mining. Increasing the use of renewables in Bitcoin’s energy mix will help lower its environmental impact. However, this is easier said than done. Global renewable energy has yet to scale up to a point where it can consistently out-supply existing fossil-fuel energy. Mining hardware also has its associated carbon footprint that would need to be addressed. And location matters too. Crypto-currency mining farms are large-scale projects. Simply uprooting operations to a country that could lower the carbon footprint of a mining farm or two is not viable due to the costs involved. Hence crypto-currency mining will probably continue to be a “dirty” operation but a rapid shift to renewables would challenge our thesis. Bitcoin’s network is also based off a “proof of work” protocol. Miners must prove that a certain amount of computational effort has been expended for confirming blocks on the network, allowing transactions to be processed. Proof of work is energy intensive. Other crypto-currencies, like Ethereum, will adopt a “proof of stake” protocol. Simply put, transactions are confirmed by users and their stake in the associated crypto-currency. Proof of stake is less energy intensive compared to proof of work. Third, as to government regulation, the longer policymakers take to enact legislation targeting crypto-currencies, the larger their market will grow. Regulation in China and India may set a benchmark for major economies but not all will follow in the Asian giants’ footsteps. Some governments have been slow to study crypto-currencies, meaning legislation aimed at governing or regulating them may still be long in coming. Innovation is a good thing and free economies will not wish to restrain crypto-currencies or blockchain technology unduly, for fear of missing out. Fourth, on CBDCs, some central banks may only adopt them based on their respective economic needs. However, rising crypto-currency populism drives associated economic risks which can force the hands of central banks to adopt CBDCs in lieu of said needs. Each country faces unique challenges. Some central banks may not want to be left behind even if they believe their policy framework is facilitating economic activity efficiently. While the Fed has stated that it will not adopt a CBDC for the primary reason of ensuring payment security since it believes it already has a safe system in place, this view will change. The Fed could justify a move to a CBDC US dollar on the single basis of transitioning to a more sophisticated technology for the future. The Fed will not want to be caught behind the curve considering the PBoC is priming its digital yuan for release soon. Technological leadership is a strategic imperative of the United States and that imperative applies to financial technology as well as other areas.   Guy Russell Research Analyst GuyR@bcaresearch.com Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com Footnotes 1 Muyao Shen, “China Reiterates Crypto Bans From 2013 and 2017”, coindesk, May 18, 2021, coindesk.com. 2 As of May 11, 2021. 3 There are several other reasons or “problems” that crypto-currencies are created for or to solve, but speed and privacy form the basis of crypto-currencies first coming into existence. 4 Not all crypto-currencies transact in less than an hour. But there are many that transact in several minutes and in some cases, mere seconds. As the leading crypto-currency, Bitcoin takes approximately one hour for a transaction to be fully verified over its network. 5 “McKinsey’s Global Banking Annual Review”, McKinsey, Dec. 9, 2020, mckinsey.com. 6 We use Bitcoin as an example to understand the risk and impact of forthcoming government regulation and competition. Because of Bitcoin’s status, any significant risks that threaten the crypto-currency’s standing as the number one currency will threaten the entire market. 7 As of May 20, 2021. Figure varies daily. See www.coinmarketcap.com for more information. 8 Alternative currencies such as Ethereum, Ripple, Binance Coin, Dogecoin, and Cardano have chipped away at Bitcoin’s crypto-market dominance through 2021. 9 According to The Center For Alternative Finance, The University Of Cambridge. 10 According to The Center For Alternative Finance, The University Of Cambridge. 11 Data on the use of crypto-currencies for illicit activitiessays otherwise. Of all crypto-currency transactions, it is estimated that only 2.1% are used for illicit activities. See “2021 Crypto Crime Report”, Chainalysis, chainalysis.com. 12 A Bitcoin halving is when the reward for mining Bitcoin transactions is cut in half. This event also cuts Bitcoin's inflation rate and the rate at which new Bitcoins enter circulation, in half. Bitcoin last halved on May 11, 2020.
Highlights Global oil markets will remain balanced this year with OPEC 2.0's production-management strategy geared toward maintaining the level of supply just below demand.  This will keep inventories on a downward trajectory, despite short-term upticks due to COVID-19-induced demand hits in EM economies and marginal supply additions from Iran and Libya over the near term. Our 2021 oil demand growth is lower – ~ 5.3mm b/d y/y, down ~ 800k from last month's estimate – given persistent weakness in realized consumption.  We have lifted our demand expectation for 2022 and 2023, however, expecting wider global vaccine distribution and increased travel toward year-end. The next few months are critical for OPEC 2.0: The trajectory for EM demand recovery will remain uncertain until vaccines are more widely distributed, and supply from Iran and Libya likely will increase this year.  This will lead to a slight bump in inventories this year, incentivizing KSA and Russia to maintain the status quo on the supply side. We are raising our 2021 Brent forecast back to $63/bbl from $60/bbl, and lifting our 2022 and 2023 forecasts to $75 and $78/bbl, respectively, given our expectation for a wider global recovery (Chart of the Week). Feature A number of evolving fundamental factors on both sides of the oil market – i.e., lingering uncertainty over the return of Iranian and Libyan exports and the strength of the global demand recovery – will test what we believe to be OPEC 2.0's production-management strategy in the next few months. Briefly, our maintained hypothesis views OPEC 2.0 as the dominant supplier in the global oil market. This is due to the low-cost production of its core members (i.e., those states able to attract capital and grow production), and its overwhelming advantage in spare capacity, which we reckon will average in excess of 7mm b/d this year, owing to the massive production cuts undertaken to drain inventories during the COVID-19 pandemic. Formidable storage assets globally – positioned in or near refining centers – and well-developed transportation infrastructures also support this position. We estimate core OPEC 2.0 production will average 26.58mm b/d this year and 29.43mm b/d in 2022 (Chart 2). Chart of the WeekBrent Prices Likely Correct Then Move Higher in 2022-23 Chart 2OPEC 2.0 Will Maintain Status Quo The putative leaders of the OPEC 2.0 coalition – the Kingdom of Saudi Arabia (KSA) and Russia – have distinctly different goals. KSA's preference is for higher prices – ~ $70-$75/bbl (basis Brent) to the end of 2022. Higher prices are needed to fund the Kingdom's diversification away from oil. Russia's goal is to keep prices closer to the marginal cost of the US shale-oil producers, who we characterize as the exemplar of the price-taking cohort outside OPEC 2.0, which produces whatever the market allows. This range is ~ $50-$55/bbl. The sweet spot that accommodates these divergent goals is on either side of $65/bbl for this year. OPEC 2.0 June 1 Meeting Will Maintain Status Quo With Brent trading close to $70/bbl, discussions in the run-up to OPEC 2.0's June 1 meeting likely are focused on the necessity to increase the 2.1mm b/d being returned to the market over the May-July period. At present, we do not believe this will be necessary: Iran likely will be returning to the market beginning in 3Q21, and will top up its production from ~ 2.4mm b/d in April to ~ 3.85mm b/d by year-end, in our estimation. Any volumes returned to the market by core OPEC 2.0 in excess of what's already been agreed going into the June 1 meeting likely will come out of storage on an as-needed basis. Libya will likely lift its current production of ~ 1.3mm b/d close to 1.5mm b/d by year end as well. We are expecting the price-taking cohort ex-OPEC 2.0 to increase production from 53.78mm b/d in April to 53.86mm b/d in December, led by a 860k b/d increase in US output, which will take average Lower 48 output in the US (ex-GOM) to 9.15mm b/d by the end of this year (Chart 3). When we model shale output, our expectation is driven by the level of prompt WTI prices and the shape of the forward curve. The backwardation in the WTI forward curve will limit hedged revenues at the margin, which will limit the volume growth of the marginal producer. We expect global production to slowly increase next year, and the year after that, with supply averaging 101.07mm b/d in 2022 and 103mm b/d in 2023.  Chart 3US Crude Output Recovers, Then Tapers in 2023 Demand Should Lift, But Uncertainties Persist We expect the slowdown in realized DM demand to reverse in 2H21, and for oil demand to continue to recover in 2H21 as the US and EU re-open and travel picks up. This can be seen in our expectation for DM demand, which we proxy with OECD oil consumption (Chart 4). EM demand – proxied by non-OECD oil consumption – is expected to revive over 2022-23 as vaccine distribution globally picks up. As a result, demand growth shifts to EM, while DM levels off. China's refinery throughput in April came within 100k b/d of the record 14.2mm b/d posted in November 2020 (Chart 5). The marginal draw in April stockpiles could also signify that as crude prices have risen higher, the world’s largest oil importer may have hit the brakes on bringing oil in. In the chart, oil stored or drawn is calculated as the difference between what is imported and produced with what is processed in refineries. With refinery maintenance in high gear until the end of this month, we expect product-stock draws to remain strong on the back of domestic and export demand. This will draw inventories while maintenance continues. Chart 4EM Demand Will Recovery Accelerates in 2022-23 Chart 8China Refinery Runs Remain Strong COVID-19-induced demand destruction remains a persistent risk, particularly in India, Brazil and Japan. This is visible in the continued shortfall in realized demand vs our expectation so far this year. We lowered our 2021 oil demand growth estimate to ~ 5.3mm b/d y/y, which is down ~ 800k from last month's estimate, given persistent weakness in realized consumption. Our demand forecast for 2022 and 2023 is higher, however, based on our expectation for stronger GDP growth in EM economies, following the DM's outperformance this year, on the back of wider global vaccine distribution year-end (Table 1). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Our supply-demand estimates continue to point to a balanced market this year and into 2022-23 (Chart 6). Given our expectation OPEC 2.0's production-management strategy will remain effective, we expect inventories to continue to draw (Chart 7). Chart 6Markets Remained Balanced Chart 7Inventories Continue To Draw CAPEX Cuts Bite In 2023 In 2023, we are expecting Brent to end the year closer to $80/bbl than not, which will put prices outside the current range we believe OPEC 2.0 is managing its production around (Chart 8). We have noted in the past continued weakness in capex over the 2015-2022 period threatens to leave the global market exposed to higher prices (Chart 9). Over time, a reluctance to invest in oil and gas exploration and production prices in 2024 and beyond could begin to take off as demand – which does not have to grow more than 1% p.a. – continues to expand and supply remains flat or declines. Chart 8By 2023 Brent Trades to /bbl Chart 9Low Capex Likely Results In Higher Prices After 2023 Bottom Line: We are raising our 2021 forecast back to an average of $63/bbl, and our forecasts for 2022 and 2023 to $75 and $78/bbl. We expect DM demand to lead the recovery this year, and for EM to take over next year, and resume its role as the growth engine for oil demand. Longer term, parsimonious capex allocations likely result in tighter supply meeting slowly growing demand. At present, markets appear to be placing a large bet on the buildout of renewable electricity generation and electric vehicles (EVs). If this does not occur along the trajectory of rapid expansion apparently being priced by markets – i.e., the demand for oil continues to expand, however slowly – oil prices likely would push through $80/bbl in 2024 and beyond.   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 The Colonial Pipeline outage pushed average retail gasoline prices in the US to $3.03/gal earlier this week, according to the EIA. This was the highest level for regular-grade gasoline in the US since 27 October 2014. According to reuters.com, the cyberattack that shut down the 5,500-mile pipeline was the most disruptive on record, shutting down thousands of retail service stations in the US southeast. Millions of barrels of refined products – gasoline, diesel and jet fuel – were unable to flow between the US Gulf and the NY Harbor because of the attack, which was launched 7 May 2021 (Chart 10). While most of the system is up and running, problems with the pipeline's scheduling system earlier this week prevented a return to full operation. Base Metals: Bullish Spot copper prices remained on either side of $4.55/lb (~ $10,000/MT) by mid-week following a dip from the $4.80/lb level (Chart 11). We remain bullish copper, particularly as political risk in Chile rises going into a constitutional convention. According to press reports, the country's constitution will be re-written, a process that likely will pave the way for higher taxes and royalties on copper producers.1 In addition, unions in BHP mines rejected a proposed labor agreement, with close to 100% of members voting to strike. In Peru, a socialist presidential candidate is campaigning on a platform to raise taxes and royalties. Precious Metals: Bullish According to the World Platinum Investment Council, platinum is expected to run a deficit for the third consecutive year in 2021, which will amount to 158k oz, on the back of strong demand. Refined production is projected to increase this year, with South Africa driving this growth as mines return to full operational capacity after COVID-19 related shutdowns. Automotive demand is leading the charge in higher metal consumption, as car makers switch out more expensive palladium for platinum to make autocatalysts in internal-combustion vehicles. Ags/Softs: Neutral Corn prices continued to be better-offered following last week's WASDE report, which contained the department's first look at the 2021-22 crop year. Corn production is expected to be up close to 6% over the 2020-21 crop year, at just under 15 billion bushels. On the week, corn prices are down ~ 15.3%. Chart 10 Chart 11     Footnotes 1     Please see Copper price rises as Chile fuels long-term supply concerns published 18 May 2021 by mining.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 Continued upgrades to global economic growth – most recently by the IMF this week –will support higher natgas prices.  In our estimation, gas for delivery at Henry Hub, LA, in the coming withdrawal season (November – March) is undervalued at current levels at ~ $2.90/MMBtu. Inventory demand will remain strong during the current April-October injection season, following the blast of colder-than-normal weather in 1Q21 that pulled inventories lower in the US, Europe and Northeast Asia. The odds the US will succeed in halting completion of the final leg of the Russian Nord Stream 2 natural gas pipeline into Germany are higher than the consensus expectation.  Our odds the pipeline will not be completed this year stand at 50%, which translates into higher upside risk for natural gas prices.  We are getting long 1Q22 calls on CME/NYMEX Henry Hub-delivered natgas futures struck at $3.50/MMBtu vs. short 1Q22 $3.75/MMBtu calls at tonight's close.  The probability of Nord Stream 2 cancellation is underpriced, which means European TTF and Asian JKM prices will have to move higher to attract LNG cargoes next winter from the US, if the pipeline is cancelled (Chart of the Week). Feature As major forecasting agencies continue to upgrade global growth prospects, expectations for industrial-commodity demand – energy, bulks, and base metals – also are moving higher. This week, the IMF raised its growth expectations for this year and next to 6% and 4.4%, respectively, nearly a full percentage-point increase versus its January forecast update for 2021.1 This upgrade follows a similar move by the OECD last month.2 In the US, the EIA is expecting industrial demand for natural gas to rise 1.35 Bcf/d this year to 23.9 Bcf/d; versus 2019 levels, industrial demand will be 0.84 Bcf/d higher in 2021. For 2022, industrial demand is expected to be 24.2 Bcf/d. US industrial demand likely will recover faster than the EU's, given the expectation of a stronger recovery on the back of massive fiscal and monetary stimulus. Overall natgas demand in the US likely will move lower this year, given higher natgas prices expected this year and next will incentivize electricity generators to switch to coal at the margin, according to the EIA. Total demand is expected to be 82.9 Bcf/d in the US this year vs. 83.3 Bcf/d last year, owing to lower generator demand. Pipeline-quality gas output in the US – known as dry gas, since its liquids have been removed for other uses – is expected to average 91.4 Bcf/d this year, essentially unchanged. Lower consumption by the generators and flat production will allow US gas inventories to return to their five-year average levels of 3.7 Tcf by the end of October, in the EIA's estimation (Chart 2). Chart of the WeekUS-Russia Geopolitical Risk Underpriced Chart 2US Natgas Inventories Return To Five-Year Average US Liquified Natural Gas (LNG) exports are likely to expand, as Asian and European demand grows (Chart 3). Prior to the boost in US LNG demand from colder weather, exports set monthly records of 9.4 Bcf/d and 9.8 Bcf/d in November and December of last year, respectively, with Asia accounting for the largest share of exports (Chart 4). This also marked the first time LNG exports exceeded US pipeline exports to Mexico and Canada. The EIA is forecasting US LNG exports will be 8.5 bcf/d and 9.2 Bcf/d this year and next, versus pipeline exports of 8.8 Bcf/d and 8.9 Bcf/d in 2021 and 2022, respectively. Chart 3US LNG Exports Continue Growing Chart 4US LNG Exports Set Records In November And December 2020 US LNG exports – and export potential given the size of the resource base at just over 500 Tcf – now are of a sufficient magnitude to be a formidable force in global markets, particularly in Europe. This puts it in direct conflict with Russia, which has targeted Europe as a key market for its pipeline natural gas exports. US-Russia Standoff Looming Over Nord Stream 2 Given the size and distribution of global oil and gas production and consumption, it comes as no surprise national interests can, at times, become as important to pricing these commodities as supply-demand fundamentals. This is particularly true in oil, and increasingly is becoming the case in natural gas. That the same dramatis personae – the US and Russia – should feature in geopolitical contests in oil and gas markets also should not come as a surprise. In an attempt to circumvent transporting its natural gas through Ukraine, Russia is building a 1,230 km underwater pipeline from Narva Bay in the Kingisepp district of the Leningrad region of Russia to Lubmin, near Greifswald, in Germany (Map 1). The Biden administration, like the Trump administration and US Congress, is officially attempting to halt the final leg of the pipeline from being built, although Biden has not yet put America’s full weight into stopping it. Biden claims it will be up to the Europeans to decide what to do. At the same time, any major Russian or Russian-backed military operation in Ukraine could trigger an American action to halt the pipeline in retaliation. Map 1Nord Stream 2 Route In our estimation, there is a 50% chance that the Nord Stream 2 natural gas pipeline will not be completed this year or go into operation as planned given substantial geopolitical risks. The $11 billion pipeline would connect Russia directly to Germany with a capacity of about 55 billion cubic meters, which, combined with the existing Nord Stream One pipeline, would equal 110 BCM in offshore capacity, or 55% of Russia's natural gas exports to Europe in 2019. The pipeline’s construction is 94% complete, with the Russian ship Akademik Cherskiy entering Danish waters in late March to begin laying pipes to finish the final 138-kilometer stretch, according to Reuters. The pipeline could be finished in early August at the pace of 1 kilometer per day.3 The Russian and German governments are speeding up the project to finish it before US-Russia tensions, or the German elections in September, interrupt the construction process again. It is not too late for the US to try to halt the pipeline through sanctions. But for the Americans to succeed, the Biden administration would have to make an aggressive effort. Notably the Biden administration took office with a desire to sharpen US policy toward Russia.4 While Biden seeks Russian engagement on arms reduction treaties and the Iranian nuclear negotiations, he mainly aims to counter Russia, expand sanctions, provide weapons to Ukraine, and promote democracy in Russia’s sphere of influence. The result will almost inevitably be a new US-Russia confrontation, which is already taking shape over Russia’s buildup of troops on the border with Ukraine, where US and Russian meddling could cause civil war to reignite (Map 2). Map 2Russia’s Military Tensions With The West Escalate In Wake Of Biden’s Election And Ukraine’s Renewed Bid To Join NATO Tensions in Ukraine are directly tied to US military cooperation with Ukraine and any possibility that Ukraine will join the NATO military alliance, a red line for Putin. Nord Stream 2 is Russia’s way of bypassing Ukraine but a new US-Russia conflict, especially a Russian attack on Ukraine, would halt the pipeline. The pipeline’s completion would improve Russo-German strategic relations, undercut US liquefied natural gas exports to Germany and the EU, and reduce the US’s and eastern Europe’s leverage over Russia (and Germany). Biden says his administration is planning to impose new sanctions on firms that oversee, construct, or insure the pipeline, and such sanctions are required under American law.5 Yet Biden also wants a strong alliance with Germany, which favors the pipeline and does not want to escalate the conflict with Russia. The American laws against Nord Stream have big loopholes and give the president discretion regarding the use of sanctions, which means Biden would have to make a deliberate decision to override Germany and impose maximum sanctions if he truly wanted to halt construction.6 This would most likely occur if Russia committed a major new act of aggression in Ukraine or against other European democracies. The German policy, under the current ruling coalition led by Chancellor Angela Merkel’s Christian Democratic Union, is to finish the pipeline despite Russia’s conflicts with the West and political repression at home. Russia provides more than a third of Germany’s natural gas imports and this pipeline would bypass eastern Europe’s pipeline network and thus secure Germany’s (and Austria’s and the EU’s) natural gas supply whenever Russia cuts off the flow to Ukraine (through which roughly 40% of Russian natural gas still must pass to reach Europe). Germany's Election And Natgas Politics Germany wants to use natural gas as a bridge while it phases out nuclear energy and coal. Natural gas has grown 2.2 percentage points as a share of Germany’s total energy mix since the Fukushima disaster of 2011, and renewable energy has grown 7.7ppt, while coal has fallen 7.3ppt and nuclear has fallen 2.5ppt (Chart 5). The German federal election on September 26 complicates matters because Merkel and the Christian Democrats are likely to underperform their opinion polls and could even fall from power. They do not want to suffer a major foreign policy humiliation at the hands of the Americans or a strategic crisis with Russia right before the election. They will insist that Biden leave the pipeline alone and will offer other forms of cooperation against Russia in compensation. Therefore, the current German government could push through the pipeline and complete the project even in the face of US objections. But this outcome is not guaranteed. The German Greens are likely to gain influence in the Bundestag after the elections and could even lead the German government for the first time – and they are opposed to a new fossil fuel pipeline that increases Russia’s influence. Chart 5Germany Sees Nord Stream 2 Gas As Bridge To Low-Carbon Economy Hence there is a fair chance that the pipeline does not become operational: either Americans halt it out of strategic interest, or the German Greens halt it out of environmental and strategic interest, or both. True, there is a roughly equal chance that Merkel’s policy status quo survives in Germany, which would result in an operational pipeline. The best case for Germany might be that the current government completes the pipeline physically but the next government has optionality on whether to make it operational. But 50/50 odds of cancellation is a much higher risk than the consensus holds. The Russian policy is to finish Nord Stream 2 while also making an aggressive military stance against the West’s and NATO’s influence in Ukraine. This would expand Russian commodity and energy exports and undercut Ukraine’s natgas transit income. It would also increase Russian leverage over Germany – and it would divide Germany from the eastern Europeans and Americans. A preemptive American intervention would elicit Russian retaliation. The Russians could respond in the strategic sphere or the economic sphere. Economically they could react by cutting off natural gas to Europe, but that would undermine their diplomatic goals, so they would more likely respond by increasing production of natural gas or crude oil to steal American market share. In any scenario Russian retaliation would likely cause global price volatility in one or more energy markets, in addition to whatever volatility is induced by the cancellation of Nord Stream 2 itself. US-Russia tensions are likely to escalate but only Ukraine and Nord Stream 2, or the separate Iranian negotiations, have a direct impact on global energy supply. If Germany goes forward with the pipeline, then Russia would need to be countered by other means. The Americans, not the Germans, would provide these “other means,” such as military support to ensure the integrity of Ukraine and other nations’ borders. The Russians may gain a victory for their energy export strategy but they will never compromise on Ukraine and they will still need to focus on the broader global shift to renewable energy, which threatens their economic model and hence ultimately their regime stability. So, the risk of a market-moving US-Russia conflict can be delayed but probably not prevented (Chart 6). Chart 6US-Russia Conflit Likely Bottom Line: The Nord Stream 2 pipeline is not guaranteed to be completed this year as planned. The US is more likely to force a halt to the Nord Stream 2 pipeline than the consensus holds, especially if Russia attacks Ukraine. If the US fails to do so, then the German election will become the next signpost for whether the pipeline will become operational. If the Americans halt the pipeline, then US-Russian conflict either already erupted or will occur sooner rather than later and will likely impact global oil or natural gas prices. Investment Implications Our subjective assessment of 50% odds the US will succeed in halting completion of the final leg of Nord Stream 2 are higher than the consensus expectation. This translates directly into higher upside risk for natural gas prices in the US and Europe later this year and next. Given our view, we are getting long 1Q22 calls on CME/NYMEX Henry Hub-delivered natgas futures struck at $3.50/MMBtu vs. short 1Q22 $3.75/MMBtu calls at tonight's close. The probability of Nord Stream 2 cancellation is underpriced, which means the odds of higher prices in the LNG market are underpriced (Chart 7). The immediate implication of our view is European TTF prices will have to move higher to attract LNG cargoes next winter from the US, if the Nord Stream 2 pipeline's final leg is cancelled. This also would tighten the Asian markets, causing the JKM to move higher as well (Chart 8). Any indication of colder-than-normal weather in the US, Europe or Asian markets would mean a sharper move higher. Chart 7Natgas Tails Are Too Narrow For Next Winter Chart 8Nord Stream 2 Cancellation Would Boost JKM Prices   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com Commodities Round-Up Energy: Bullish The US and Iran began indirect talks earlier this week in Vienna aimed at restoring the Joint Comprehensive Plan of Action (JCPOA), otherwise known as the "Iran nuclear deal." All of the other parties of the deal – Britain, China, France, Germany and Russia – are in favor of restoring the deal. BCA Research believes this is most likely to occur prior to the inauguration of a new president who is expected to be a hardliner willing to escalate Iran’s demands. US President Biden can unilaterally ease sanctions and bring the US into compliance with the deal, and Iran could then reciprocate. If a deal is not reached by August it could take years to resolve US-Iran tensions. China could offer to cooperate on sanctions and help to broker negotiations following the signing of its 25-year trade deal with Iran last week. Russia likely would demand the US not pressure its allies to cancel the Nord Stream 2 deal, in return for its assistance in brokering a deal. Base Metals: Bullish Iron ore prices continue to be supported by record steel prices in China, trading at more than $173/MT earlier this week. Even though steel production reportedly is falling in the top steel-producer in China, Tangshan, as a result of anti-pollution measures, for iron ore remains stout. As we have previously noted, we use steel prices as a leading indicator for copper prices. We remain long Dec21 copper and will be looking for a sell-off to get long Sep21 copper vs. short Sep21 copper if the market trades below $4/lb on the CME/COMEX futures market (Chart 9). Precious Metals: Bullish Gold held support ~ $1,680/oz at the end of March, following an earlier test in the month. We remain long the yellow metal, despite coming close to being stopped out last week (Chart 10). The earlier sell-off appeared to be caused by a need to raise liquidity to us. We continue to expect the Fed to hold firm to its stated intent to wait for actual inflation to become manifest before raising rates, and, therefore, continue to expect real rates to weaken. This will be supportive of gold and commodities generally (Chart 10). Ags/Softs: Neutral Corn continues to be well supported above $5.50/bu, following last week's USDA report showing farmers intend to increase acreage planted to just over 91mm acres, which is less than 1% above last year's level. Chart 9 Chart 10       Footnotes 1     Please see the Fund's April 2021 forecast Managing Divergent Recoveries. 2     We noted last week these higher growth expectations generally are bullish for industrial commodities – energy, metals, and bulks.  Please see Fundamentals Support Oil, Bulks, And Metals, which we published 1 April 2021.  It is available at ces.bcaresearch.com. 3    For the rate of construction see Margarita Assenova, “Clouds Darkening Over Nord Stream Two Pipeline,” Eurasia Daily Monitor 18: 17 (February 1, 2021), Jamestown Foundation, jamestown.org. For the current status, see Robin Emmott, “At NATO, Blinken warns Germany over Nord Stream 2 pipeline,” Reuters, March 23, 2021, reuters.com. 4    The Democratic Party blames Russia for what it sees as a campaign to undermine the democratic West and recreate the Soviet sphere of influence. See for example the 2008 invasion of Georgia, the failure of the Obama administration’s 2009-11 diplomatic “reset,” the Edward Snowden affair, the seizure of Crimea and civil war in Ukraine, the survival of Syria’s dictator, and Russian interference in US elections in 2016 and 2020. 5    The Countering Russian Influence in Europe and Eurasia Act of 2017, and the Protecting Europe’s Energy Security Act of 2019/2020, contain provisions requiring sanctions on firms that have contributed in any way a minimum of $1 million to the project, or provide pipe-laying services or insurance. There are exceptions for services provided by the governments of the EU member states, Norway, Switzerland, or the UK. The president has discretion over the implementation of sanctions as usual. 6    The German state of Mecklenburg-Vorpommern is creating a shell foundation to enable the completion of the pipeline. It can shield companies from American sanctions aimed at private companies, not sovereigns.    Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Summary of Closed Trades
特別レポート Highlights ESG-related equities have outperformed global benchmarks over the past two years, as well as during the recent equity selloff. Investor demand and institutional pressure will drive the financial industry to analyze nonfinancial disclosures more closely and take them more into account. The pathway to achieving that is not simple: Unification of reporting standards and improvement in the quality of disclosure are required. Governments can play a role by enforcing climate and sustainability disclosure for firms wanting bailout support. Key stakeholders in the financial system – especially asset managers and other providers of capital – will look to incorporate more sophisticated ESG analysis into their traditional frameworks. Introduction This report is an update to our Special Report published in late 2018 on the benefits of ESG investing. In that report we concluded that ESG indices have performed at least in line with, and may even have slightly outperformed, broad-market indices, while providing societal and environmental benefits.1 We can now also answer one of the questions we raised in that report: Whether ESG investing provides protection during recessions and bear markets. Since we published that report, the ESG space has continued to grow, with the number of new US “sustainable” fund launches, as tracked by Morningstar, increasing – albeit at a lower rate than in the previous two years (Chart 1).2  This can be attributed to an ever-increasing investor demand, predominantly from Europe, but growing rapidly in both the US and Asia, too. The Global Sustainable Investment Review estimates that ESG assets under management (using a relatively broad definition of ESG) totaled $30 trillion as of 2018.3 Chart 1The Industry Is Catering To Increasing Investor Demand Our earlier report highlighted the increasing demand from investors to allocate capital based on environmental, social, and governance standards, or ESG. Simply put, we defined ESG investing as any investment activity that recognizes a certain set of principles, and screens securities based on those factors. While the term itself might be new, the core concept behind it is not. It encompasses a philosophy dating back hundreds of years, beginning with faith-based investing, to the more recent increased awareness of climate and governance issues. The COVID-19 pandemic – also considered an ESG risk – illustrated how quickly a health and environmental threat can turn into a social issue, as unemployment rates surged to new highs and economic activity came to a halt. In this report, we analyze how the performance of ESG indices has evolved since our last report, and in particular, during the recent February-March equity selloff. Additionally, we discuss the opportunities that governments, investors, and corporations can seize in the future. We also assess the various risks facing ESG investing, given that it is no longer a niche space. Performance Update Since we published our report in late 2018, ESG indices in most countries (with the exception of the US and Canada) have outperformed the broad market benchmarks.4  The global ESG index has outperformed the All-Country World (ACW) broad market index by 1% since (Chart 2). While this might not count as a remarkable outperformance, it answers some of the doubts cast on the merits of ESG investing. However, it is critical for investors to realize that ESG indices are not necessarily just another vehicle to invest in to try to outperform the market; rather, they are a sustainable alternative to traditional indices that do not detract from performance. Importantly, ESG indices either performed in line with or better than broad market indices during the equity selloff between February-March 2020. ESG indices in all major countries and regions, with the exception of the US, outperformed the benchmark during this period (Chart 2). Research by MSCI breaks down the active returns of various ESG country and region indices versus their corresponding broad market indices in Q1 2020. This analysis showed that the outperformance predominantly came from equity style tilts, followed by ESG-related factors and sector/industry tilts (Chart 3). Chart 2ESG Indices Outperformed Broad-Market Benchmarks In Most Regions During The Equity Selloff ESG indices tilt towards higher-quality, low-beta, and high-yielding stocks relative to their benchmarks. As part of the index construction, some ESG indices exclude stocks not meeting the indices’ ESG eligibility criteria.  This would include various names in the oil & gas industry, for example (for environmental criteria), as well as some tech giants (for social and governance reasons). The exclusion of some tech names partly explains the US index’s underperformance. Chart 3 shows that stock selection for the US MSCI ESG Leaders index – the one shown in Chart 2 – had a negative contribution to active returns over the first quarter. Chart 3Breaking Down ESG Performance Index methodology plays a big role in determining expected performance. The methodology of the MSCI ESG index suite generally aims to reduce sector differences relative to the broad indices, thereby limiting systematic risk. However, even within the MSCI ESG suite, methodologies differ between indices (Tables 1 & 2).5 Table 1Index Methodology Determines Sector Tilts Table 2Methodology Differences Matter However, it is critical for investors to realize that ESG indices are not necessarily just another vehicle to invest in to try to outperform the market; rather, they are a sustainable alternative to traditional indices that do not detract from performance. It is also important for investors to understand that sustainability is a long-term issue. For example, as economies shut down when COVID-19 infections and deaths rose, investors rushed to sell their risky exposures: The five largest “traditional” US equity ETFs saw cumulative net equity outflows of as high as $22 billion during the three-week period between February 19 and March 13. By contrast, the five largest ESG equity funds experienced small, yet positive, inflows over the same period (Chart 4). This was also true globally, where sustainable funds tracked by Morningstar recorded inflows close to $45 billion dollars during this period, whereas equity funds overall recorded over $380 billion of outflows.6 The most likely reason for this is that investors see ESG investing as a defensive play, given its sector and factor tilts. Chart 4Small, Yet Steady Inflows During The Equity Selloff Institutional Pressure Chart 5Analyzing Nonfinancial Disclosures Is A Must... Investors – particularly those with longer investment horizons, such as pension funds and endowments – are becoming more committed to evaluating their investments more rigorously from an ESG standpoint. This means putting pressure on asset managers to screen and assess company performance using ESG factors. A survey by EY in June 2020 shows that only 2% of respondents conduct little-to-no review of nonfinancial disclosures relating to a company’s environmental and social performance, down from 36% in 2013 (Chart 5). However, absent a formal governing body, standardized reporting, and proper regulation regarding what should be labeled ESG, as well as how metrics are evaluated, asset managers struggle to comply. One of the key points we highlighted in our previous report is that consideration of ESG factors in investment decisions must go beyond simple reliance on ESG scores. The various ESG rating agencies rely on different metrics, factors, and datasets to rank companies and therefore produce very different benchmarks and funds, even though they may have the same objectives. This means that different investors using different ESG indices could end up with different allocations to the same universe of stocks. Therefore, analysis and inclusion based on ESG scores may be misleading and yield dissimilar results. A research paper by the MIT Sloan School of Management showed that the sources of differentiation of ESG rankings by ratings agencies stem from: 1) Scope Divergence: Ratings rely on different attributes to capture ESG performance; 2) Measurement Divergence: Relying on different indicators to measure the same attribute; and 3) Weight Divergence: Ranking the attributes differently in terms of importance. Of these, the paper found that the measurement divergence was the most important.7  Chart 6...With More Companies Now Reporting Asset managers are not necessarily to blame. They simply lack adequate tools. The problem is not the dearth of disclosure, but rather its quality and comparability. In fact, over the past few years, more companies have begun reporting on their sustainability and social performance (Chart 6). However, the fact that reporting is voluntary, and companies rely on different reporting frameworks and standards, makes cross-country and inter-firm comparisons difficult. On the bright side however, there is a growing pressure for collaboration between the various reporting frameworks in order to bring about a single reporting standard. For example, a recently announced partnership between the Global Reporting Initiative (GRI) and the Sustainability Accounting Standards Board (SASB) – two of the many organizations responsible for creating sustainability reports and reporting on governance data – is an important step in bringing the various standard-setters together. This should promote greater reporting consistency, and highlight the importance of key non financial disclosures. Improved reporting will affect not only investors, but also providers of capital, including banks. Incorporating ESG factors into conventional investing frameworks will become a core step in assessing risk for asset allocators. Providers of capital will have to assess not only borrowers’ fundamentals and growth prospects, but also understand their governance policies and environmental footprint. A recently published report by the Bank of England (BoE) highlighted the potential impact of climate change – both through transition8 and physical risks9 – on UK banks, insurers, and the entire financial system. To highlight the extent of “climate-related exposure,” the analysis found that almost 10% of England’s mortgage value is on properties in flood-risk zones, and that loan exposures to high emission-intensive sectors represent almost 70% of the common equity Tier 1 capital of the UK’s largest banks.10 If a climate event occurs, or new regulations are implemented, the impact will be severe. Incorporating ESG factors into conventional investing frameworks will become a core step in assessing risk for asset allocators. Governments can play a role. As COVID-19 stimulus plans are rolled out – mainly in developed economies – governments are requiring companies in need of support or bailouts to improve their environmental and climate disclosures. This will make it easier for private-sector investors to incorporate ESG analysis. Large Canadian firms, for example, that apply for government loans, must now publish annual climate disclosure reports as well as other releases relating to environmental and sustainability goals. Additionally, further rounds of stimulus could be given to those investing in ESG-related areas – known as “green stimulus.” Since the beginning of the COVID-19 pandemic, G20 countries have committed over $300 billion to support various energy initiatives, of which approximately $150 billion was aimed at clean energy policies and renewable energy programs.11 This could set a precedent for future government support to aid the transition to a greener economy. It can perhaps also serve as an indicator of which areas can present opportunities for investment. Monetary policy is set to remain accommodative for the next few years. It is not unimaginable, then, that central banks’ unconventional monetary easing methods could involve purchasing green bonds,12 issued by both corporations and governments. This is something ECB president Christine Lagarde has hinted at, to aid in the world’s fight against climate change.13 Chart 7The Green Bond Market Is Growing The green bond market continues to grow, with bond issuance in 2019 up over 55% year-on-year. This growth, however, has fallen somewhat in 2020 due to the economic slowdown (Chart 7), despite overall bond issuance increasing in the second quarter of the year, as companies rushed to raise cash and refinance at lower rates.14 The fact that proceeds issued by green bonds must explicitly be used for environmental projects is the most likely reason for the decline. Green bond issuance, in 2020, has totaled $112 billion as of July, with the US, Germany, France, and the Netherlands being the top four issuers. China, the top issuer in 2018 and 2019, slipped to sixth place in 2020, with its green bond issuance shrinking from $27 billion in 2019 to $6 billion year-to-date. Risks & Headwinds Investors should be wary of various short-to-medium term risks to ESG investment. In the short-term, a delay of climate-change targets is possible. A second wave of COVID-19 infections that would trigger further lockdowns might lead to a rollback in environmental regulation and a refocus of stimulus packages on all-out growth rather than on ESG and climate initiatives. Over the coming years, as ESG investing becomes more mainstream, investors will need to take greater care to spot “greenwashing.”15 For example, this includes funds labeled as “sustainable”, but which hold securities that do not fit under that umbrella. It would also include companies taking advantage of the absence of reporting regulations to report misleading or incomplete information. Such care will be crucial until a unified reporting framework is established. According to calculations by Morningstar, over 500 funds expanded their prospectuses to include ESG factors in their investment analysis in 2019, up from the roughly 50 funds which did so in 2018.16,17 Indeed, this is a sign that funds are responding to investor demand and adding appropriate ESG analysis. However, whether these funds use sustainability as a core factor in their investing is unclear. Therefore, investors should continue to undertake their own proper due diligence. Conclusions The path to fully incorporating ESG analyses into a traditional investing framework is heading in the right direction, but is not yet clear-cut. A unified framework that allows for consistent and comparable disclosures would fix one of the biggest hurdles that investors face. ESG-related equity indices have outperformed in most countries and regions since late 2018, as well as during the recent equity selloff. The full advantage to be derived from incorporating ESG factors should be unlocked as more accurate and comprehensive data becomes available. Investor demand for ESG-related investments will remain the dominant force in driving the shift to integrating ESG disclosures into traditional financial analysis. Amr Hanafy Senior Analyst amrh@bcaresearch.com Footnotes 1  Please see Global Asset Allocation Special Report, “ESG Investing: No Harm, Some Benefit,” dated November 21, 2018 available at gaa.bcaresearch.com. 2 Please see https://www.morningstar.com/articles/989209/esg-funds-setting-a-record-pace-for-launches-in-2020 3 "Global Sustainable Investment Review 2018," Global Sustainable Investment Alliance, gsi-alliance.org. 4 For the purpose of this analysis, we use the MSCI ESG Leaders index suite. 5 "MSCI ESG Indexes," MSCI, msci.com. 6 Please see https://www.morningstar.com/articles/984776/theres-ample-room-for-sustainable-investing-to-grow-in-the-us 7 Florian Bergand, Julian F Kölbel, and Roberto Rigobon, "Aggregate Confusion: The Divergence of ESG Ratings," May 17, 2020. 8 Transition risks can be defined as the risks of economic dislocation and financial losses associated with the transition to a lower-carbon economy. 9 Physicals risks can be defined as those arising from the interaction between climate-related events and human and natural systems. 10"The Bank of England’s climate-related financial disclosure 2020," Bank Of England. 11 "G20," energypolicytracker.org. 12 Green bonds are fixed income securities in which the proceeds are exclusively and explicitly assigned to projects or activities to finance and combat environmental issues – such as those relating to climate change and depletion of biodiversity and natural resources. 13 "Lagarde Puts Green Policy Top Of Agenda in ECB Bond Buying," Financial Times, July 8, 2020. 14 "Credit Trends: Global Financing Conditions: Bond Issuance Is Expected To Finish 2020 Up 6% After A Strong Second Quarter," S&P Global Ratings, July 27, 2020. 15Greenwashing is the process of relying on false claims and impressions to provide misleading information about how certain activities, investments, services, products, etc., are environmentally sound and friendly. 16 https://www.morningstar.com/articles/973432/the-number-of-funds-considering-esg-explodes-in-2019 17 As of March 2020, data by Morningstar show that 3,297 global sustainable funds exist.
Highlights Recommended Allocation The coronavirus pandemic is not over. Enormous fiscal and monetary stimulus will soften the blow to the global economy, but there remain significant risks to growth over the next 12 months. The P/E ratio for global equities is near a record high. This suggests that the market is pricing in a V-shaped recovery, and ignoring the risks. We can, therefore, recommend no more than a neutral position on global equities. But government bonds are even more expensive, with yields having largely hit their lower bound. Stay underweight government bonds, and hedge downside risk via cash. The US dollar is likely to depreciate further: It is expensive, US liquidity has risen faster than elsewhere, interest-rate differentials no longer favor it, and momentum has swung against it. A weakening dollar – plus accelerating Chinese credit growth – should help commodities. We raise the Materials equity sector to neutral, and put Emerging Market equities on watch to upgrade from neutral. Corporate credit selectively remains attractive where central banks are providing a backstop. We prefer A-, Baa-, and Ba-rated credits, especially in the Financials and Energy sectors. Defensive illiquid alternative assets, such as macro hedge funds, have done well this year. But investors should start to think about rotating into private equity and distressed debt, where allocations are best made mid-recession. Overview Cash Injections Vs. COVID Infections The key to where markets will move over the next six-to-nine months is (1) whether there will be a second wave of COVID-19 cases and how serious it will be, and (2) how much appetite there is among central banks and fiscal authorities to ramp up stimulus to offset the damage the global economy will suffer even without a new spike in cases. A new wave of COVID-19 in the northern hemisphere this fall and winter is probable. It is not surprising, after such a sudden stop in global activity between February and May, that economic data is beginning to return to some sort of normality. PMIs have generally recovered to around 50, and in some cases moved above it (Chart 1). Economic data has surprised enormously to the upside in the US, although it is lagging in the euro zone and Japan (Chart 2). Chart 1Data Is Rebounding Sharply Chart 2US Data Well Above Expectations     New COVID-19 cases continue to rise alarmingly in some emerging economies and in parts of the US, but in Europe and Asia the pandemic is largely over (for now) and lockdown regulations are being eased, allowing economic activity to resume (Chart 3). Nonetheless, consumers remain cautious. Even where economies have reopened, people remain reluctant to eat in restaurants, to go on vacation, or to visit shopping malls (Chart 4). While shopping and entertainment activities are now no longer 70-80% below their pre-pandemic levels, as they were in April and May, they remain down 20% or more (Chart 5). Chart 3Few COVID-19 Cases Now In Europe And Asia Chart 4Consumers Still Reluctant To Go Out Chart 5Spending Well Below Pre-Pandemic Levels So how big is the risk of further spikes in COVID-19 cases? Speaking on a recent BCA Research webcast, the conclusion of Professor Peter Doherty, a Nobel prize-winning immunologist connected to the University of Melbourne, was that, “It’s not unlikely we’ll see a second wave.”1 But experts can’t be sure. It seems that the virus spreads most easily when people group together indoors. That is why US states where it is hot at this time of the year, such as Arizona, have seen rising infections. This suggests that a new wave in the northern hemisphere this fall and winter is probable. Offsetting the economic damage caused by the coronavirus has been the staggering amount of liquidity injected by central banks, and huge extra fiscal spending. Major central bank balance-sheets have grown by around 5% of global GDP since March, causing a spike in broad money growth everywhere (Chart 6). Fiscal spending programs also add up to around 5% of global GDP (Chart 7), with a further 5% or so in the form of loans and guarantees. Chart 6Remarkable Growth In Money Supply... Chart 7...And Unprecedented Fiscal Spending   But is it enough? Considerable damage has been done by the collapse in activity. Bankruptcies are rising (Chart 8) and, with activity still down 20% in consuming-facing sectors, pressure on companies’ business models will not ease soon – particularly given evidence that banks are tightening lending conditions. Household income has been buoyed by government wage-replacement schemes, handout checks, and more generous unemployment benefits (Chart 9). But, when these run out, households will struggle if the programs are not topped up. Central banks are clearly willing to inject more liquidity if need be. But the US Congress is prevaricating on a second fiscal program, and the Merkel/Macron proposed EUR750 billion spending package in the EU is making little progress. It will probably take a wake-up call from a sinking stock market to push both to take action. Chart 8Companies Feeling The Pressure Considerable damage has been done by the collapse in activity. We lowered our recommendation for global equities to neutral from overweight in May. We are still comfortable with that position. Given the high degree of uncertainty, this is not a market in which to take bold positioning in a portfolio. When you have a high conviction, position your portfolio accordingly; but when you are unsure, stay close to benchmark. With stocks up by 36% since their bottom on March 23rd, the market is pricing in a V-shaped recovery and not, in our view, sufficiently taking into account the potential downside risks. P/E ratios for global stocks are at very stretched levels (Chart 10). Chart 9Households Dependent On Handouts Chart 10Global Equities Are Expensive...   Nonetheless, we would not bet against equities. Simply, there is no alternative. Most government bond yields are close to their effective lower bound. Gold looks overbought (in the absence of a significant spike in inflation which, while possible, is unlikely for at least 12 months). No sensible investor in, say, Germany would want to hold 10-year government bonds yielding -50 basis points. Assuming 1.5% average annual inflation over the next decade, that guarantees an 18% real loss over 10 years. The only investors who hold such positions have them because their regulators force them to. Chart 11...But They Are Cheap Against Bonds The Sharpe ratio on 10-year US Treasurys, which currently yield 70 BPs, will be 0.16 (assuming volatility of 4.5%) over the next 10 years. A simple calculation of the likely Sharpe ratio for US equities (earnings yield of 4.5% and volatility of 16%) comes to 0.28. One would need to assume a disastrous outlook for the global economy to believe that stocks will underperform bonds in the long run. Though equities are expensive, bonds are even more so. The equity risk premium in most markets is close to a record high (Chart 11). With such mathematics, it is hard for a long-term oriented investor to be underweight equities. Garry Evans, Senior Vice President Chief Global Asset Allocation Strategist garry@bcaresearch.com   What Our Clients Are Asking Chart 12Premature Opening Of The Economy Is Risky COVID-19: How Risky Is Reopening? Countries around the world are rushing to reopen their economies, claiming victory over the pandemic. It is hard to be sure whether a second wave of COVID-19 will hit. What is certain, however, is that a premature relaxation of measures is as risky as a tardy initial response. That was the lesson from our Special Report analyzing the Spanish Flu of 1918. The risk is certainly still there: Herd immunity will require around 70% of the population to get sick, and a drug or vaccine will (even in an optimistic scenario) not be available until early next year. China and South Korea, for example, after reporting only a handful of daily new cases in early May, were forced to impose new restrictions over the past few weeks as COVID-19 cases spiked again (Chart 12, panel 1). We await to see if other European countries, such as Italy, Spain, and France will be forced to follow. Some argue that even if a second wave hits, policy makers – to avoid a further hit to economic output – will favor the “Swedish model”: Relying on people’s awareness to limit the spread of the virus, without imposing additional lockdowns and restrictions. This logic, however, is risky since Sweden suffered a much higher number of infections and deaths than its neighboring countries (panel 2). The US faces a similar fate. States such as Florida, Arizona, and Texas are recording a sharp rise in new infections as lockdowns are eased. In panel 3, we show the daily number of new infections during the stay-at-home orders (the solid lines) and after they were lifted (dashed lines). To an extent, increases in infections are a function of mass testing. However, what is obvious is that the percentage of positive cases per tests conducted has started trending upwards as lockdown measures were eased (panel 4). Our base case remains that new clusters of infections will emerge. Eager citizens and rushed policy decisions will fuel further contagion. If the Swedish model is implemented, lives lost are likely to be larger than during the first wave. Chart 13W Or U, Says The OECD What Shape Will The Recovery Be: U, V, W, Or Swoosh? The National Bureau of Economic Research (NBER) Business Cycle Dating Committee has already declared that the US recession began in March. The economists’ consensus is that Q2 US GDP shrank by 35% QoQ annualized. But, after such a momentous collapse and with a moderate move back towards normalcy, it is almost mathematically certain that Q3 GDP will show positive quarter-on-quarter growth. So does this mean that the recession lasted only one quarter, i.e. a sharp V-shape? And does this matter for risk assets? The latest OECD Economic Outlook has sensible forecasts, using two “equally probable” scenarios: One in which a second wave of coronavirus infections hits before year-end, requiring new lockdowns, and one in which another major outbreak is avoided.2 The second-wave scenario would trigger a renewed decline in activity around the turn of 2020-21: a W-shape. The second scenario looks more like a U-shape or swoosh, with an initial rebound but then only a slow drawn-out recovery, with OECD GDP not returning to its Q4 2019 level before the end of 2021 (Chart 13). Chart 14Unemployment Will Take A Long Time To Come Down Why is it likely that, in even the absence of a renewed outbreak of the pandemic, recovery would be faltering? After an initial period in which many furloughed workers return to their jobs, and pent-up demand is fulfilled, the damage from the sudden stop to the global economy would kick in. Typically, unemployment rises rapidly in a recession, but recovers only over many years back to its previous low (Chart 14). This time, many firms, especially in hospitality and travel, will have gone bust. Capex plans are also likely to be delayed. Chart 15Sub-Potential Output Can Be Good For Risk Assets However, a slow recovery is not necessarily bad for risk assets. Periods when the economy is recovering but remains well below potential (such as 2009-2015) are typically non-inflationary, which allows central banks to continue accommodation (Chart 15). Is This Sharp Equity Rebound A Retail Investor Frenzy? The answer to this question is both Yes and No. From a macro fundamental perspective, the answer is No, because coordinated global reflationary policies and medical developments to fight the coronavirus have been the key drivers underpinning this equity rebound. “COVID-on” and “COVID-off” have been the main determinants for equity rotations. Chart 16Active Retail Participation Lately But at the individual stock level, the answer is Yes. Some of the unusual action in beaten-down stocks over the past few weeks may have its origin in an upsurge of active retail participation (Chart 16). Retail investors on their own are not large enough to influence the market direction. Many online brokerages do not charge any commission for trades, but make money by selling order flows to hedge funds. As such, the momentum set in motion by retail investors may have been amplified by fast-money pools of capital. Retail participation in some beaten-down stocks has also provided an opportunity for institutions to exit. BCA’s US Investment Strategy examined the change in institutional ownership of 12 stocks in three stressed groups between February 23 and June 14, as shown in Table 1. In the case of these stocks, retail investors have served as liquidity providers to institutional sellers seeking to exit their holdings. The redeployment of capital by institutions into large-cap and quality names may have pushed up the overall equity index level. Table 1Individuals Have Replaced Institutions How Will Inflation Behave After COVID? Some clients have asked us about the behavior of inflation following the COVID epidemic. Over the very short term, inflation could have more downside. However, this trend is likely to reverse rapidly. Headline inflation is mainly driven by changes in the oil price and not by its level. Thus, even if oil prices were to stay at current low levels, the violent recovery of crude from its April lows could bring headline inflation near pre-COVID levels by the beginning of 2021 (Chart 17, top panel). This effect could become even larger if our Commodity strategist price target of 65$/barrel on average in 2021 comes to fruition. Chart 17Rising Oil Prices And Fiscal Stimulus Will Boost Inflation But will this change in inflation be transitory or will it prove to be sustainable? We believe it will be the latter. The COVID crisis may have dramatically accelerated the shift to the left in US fiscal policy. Specifically, programs such as universal basic income may now be within the Overton window3 of acceptable fiscal policy, thanks to the success of the CARES Act in propping up incomes amid Depression-like levels of unemployment (middle panel). Meanwhile there is evidence that this stimulus is helping demand to recover rapidly: Data on credit and debit card trends show that consumer spending in the US has staged a furious rally, particularly among low-income groups, where spending has almost completely recovered (bottom panel). With entire industries like travel, restaurants and lodging destroyed for the foreseeable future, the political will to unwind these programs completely is likely to be very low, given that most policymakers will be queasy about an economic relapse, even after the worst of the crisis has passed. Such aggressive fiscal stimulus, coupled with extremely easy monetary policy will likely keep inflation robust on a cyclical basis. Global Economy Overview: March-May 2020 will probably prove to be the worst period for the global economy since the 1930s, as a result of the sudden stop caused by the coronavirus pandemic and government-imposed restrictions on movement. As the world slowly emerges from the pandemic, data has started to improve. But there remain many risks, and global activity is unlikely to return to its end-2019 level for at least another two years. That means that further fiscal and monetary stimulus will be required. The speed of the recovery will be partly determined by how much more aggressively central banks can act, and by how much appetite there is among fiscal authorities to continue to bail out households and companies which have suffered a catastrophic loss of income. US: The economy has shown signs of a strong rebound from the coronavirus slump in March and April. Q2 GDP probably fell around 35% quarter-on-quarter annualized, but Q3 will almost certainly show positive growth. The Economic Surprise Index (Chart 18, panel 1) has bounced to a record high, after stronger-than expected May data, for example the 16% month-on-month growth in durable goods orders, and 18% in retail sales. But the next stage of the recovery will be harder: continuing unemployment claims in late June were still 19.5 million. Bankruptcies are rising, and banks are tightening lending conditions. One key will be whether Congress can pass a further fiscal program before the emergency spending runs out in July. Euro Area: Although pandemic lockdowns ended in Europe earlier than in the US, recovery has been somewhat slower. The euro zone PMI rebounded to close to 50 in June but, given that activity had collapsed in February-May, it is surprising (since the PMI measures month-on-month change) that it is not well above 50 (Chart 19, panel 1). Fiscal and monetary stimulus, while large, has not been as aggressive as in the US. The ECB remains circumscribed (as least psychologically) by the German constitutional court’s questioning the justification for previous QE. Germany and France have agreed a EUR750 billion additional package to help the periphery, but this has still to be finalized, due to the opposition of some smaller northern EU members. Chart 18Economic Data Has Started To Surprise To The Upside... Chart 19...But From Dramatically Low Levels   Japan: Although Japan escaped relatively easily from pandemic deaths and lockdowns, its economy remains notably weak. New machinery orders in April were still falling 18% YoY, and exports in May were down 28% YoY. The poor economic performance is due to its dependence on overseas demand, distrust in the government, the lingering effects of the ill-timed consumption tax rise last October, and limited room for manoeuvre by the Bank of Japan. The government has announced fiscal stimulus equal to a barely credible 40% of GDP, but much of this is double-counting, and less than half of the household and small-company income-replacement handouts announced in March have so far been paid out. Emerging Markets: India, Brazil, and other Latin American countries are now bearing the brunt of the coronavirus pandemic. Economies throughout Emerging Markets have weakened dramatically as a result. Two factors may come to their aid, though. China is again ramping up monetary stimulus, with a notable acceleration of credit growth over the past three months. Its economy has stabilized as a result, as PMIs show (panel 3). And the US dollar has begun to depreciate, which will take pressure off EM borrowers in foreign currencies, and boost commodities prices. The biggest risk is that many EM central banks have now resorted to printing money, which could result in currency weakness and inflation at a later stage. Interest Rates: Central banks in advanced economies have lowered policy rates to their effective lower bound. It is unlikely the Fed will cut into negative territory, having seen the nefarious effects of this on the banking systems in Japan and the euro zone, and particularly due to the large money-market fund industry in the US, which is unviable with negative rates. Reported inflation everywhere, both headline and core, has fallen sharply, but this is somewhat misleading since the price of items that households in lockdown have actually been buying has risen sharply. Markets have started to sniff out the possibility of inflation once the pandemic is over, and inflation expectations have begun to rise (panel 4). For now, deflation is likely to be the bigger worry and so we do not expect long-term rates to rise much this year. But a sharp pickup in inflation is a definite risk on the 18-24 month time horizon. Global Equities Chart 20Stretched Valuation Valuation Concern: Global equities staged an impressive rebound of 18% in Q2 after the violent selloff in Q1, thanks to the “whatever-it-takes” support from central banks, and massive fiscal stimulus packages around the globe. Within equities, our country allocation worked well, as the US outperformed both the euro Area and Japan. Our sector performance was mixed: The overweight in Info Tech and underweight in Utilities and Real Estate generated good profits, but the overweights in Industrials and Healthcare and the underweight in Materials suffered losses. As shown in Chart 20, even before the pandemic-induced profit contraction, forward earnings were already only flattish in 2019. The sharp selloff in Q1 brought the valuation multiple back down only to the same level as at the end of 2018. Currently, this valuation measure stands at the highest level since the Great Financial Crisis after a 37% increase in Q2 2020 alone. Such a rapid multiple expansion was one of the key reasons why we downgraded equities to Neutral in May at the asset-class level. Going forward, BCA’s house view is that easy monetary policies and stimulative fiscal policies globally will help to revive economic activity, and that a weakening US dollar will give an additional boost to the global economy, especially Emerging Markets. Consequently, we upgrade global Materials to neutral from underweight and put Emerging Market equities (currently neutral) on an upgrade watch (see next page). Warming To Reflation Plays Chart 21EM On Upgrade Watch Taking risk where risks will most likely be rewarded has been GAA’s philosophy in portfolio construction. As equity valuation reaches an extreme level, the natural thing to do is to rotate into less expensive areas within the equity portfolio. As shown in panel 2 of Chart 21, EM equities are trading at a 31% discount to DM equities based on forward P/E, which is 2 standard deviations below the average discount of past three years. Valuation is not a good timing tool in general, but when it reaches an extreme, it’s time to pay attention and check the fundamental and technical indicators. We are putting EM on upgrade watch (from our current neutral stance, and also closing the underweight in Materials given the close correlation of the two (Chart 21, panel 1). Three factors are on our radar screen: First, reflation efforts in China. The change in China’s total social financing as a % of GDP has been on the rise and BCA’s China Investment Strategy Team expects it to increase further. This bodes well for the momentum of the EM/DM performance, which is improving, albeit still in negative territory (panel 3). Second, a weakening USD is another key driver for EM/DM and the Materials sector relative performance as shown in panel 4. According to BCA’s Foreign Exchange Strategy, the US dollar is likely to churn on recent weakness before a cyclical bear market fully unfolds.4 Last but not least, the recent surge in the number of the coronavirus infections in EM economies, especially Brazil and India, has increased the likelihood of a second wave of lockdowns. Government Bonds Chart 22Bottoming Bond Yields Maintain Neutral Duration. Global bond yields barely moved in Q2 as the global economy rebounded from the COVID-induced recession low (Chart 22, panel 1). The upside surprise in economic data releases implies that global bond yields will likely go up in the near term (panel 2). For the next 9-12 months, however, the upside in global bond yields might be limited given the increasing likelihood of a new set of COVID-19 lockdowns due to the recent surge in new infections globally, especially in the US, Brazil, and India. As such, a neutral duration stance is still appropriate (Chart 22). Chart 23Inflation Expectations On The Rise Favor Linkers Vs. Nominal Bonds. To fight off the risk of an extended recession, policymakers around the world are determined to continue to use aggressive monetary and fiscal stimulus to boost the global economy. The combined effect of extremely accommodative policy settings and the rebound in global commodity prices, especially oil prices, will push up inflation expectations (Chart 23). Higher inflation expectations will no doubt push up nominal bond yields somewhat, but according to BCA’s Global Fixed Income Strategy (GFIS), positioning for wider inflation breakevens remains the “cleaner” way to profit for the initial impact of policy reflation.5 According to GFIS valuation models, inflation-linked bonds in Canada, Italy, Germany, Australia, France, and Japan should be favored over their respective nominal bonds. Corporate Bonds Chart 24Better Value In A-rated and Baa-rated Credit Investment-grade: Since we moved to overweight on investment-grade credit within the fixed-income category, it has produced 8.8% in excess returns over duration-matched government bonds. We remain overweight, given that the Federal Reserve has guaranteed to rollover debt for investment-grade issuers, essentially eliminating the left tail of returns. Moreover, the Fed has begun buying both ETFs and individual bond issues, in an effort to keep financial stress contained during the pandemic. However, there are some sectors within the investment-grade space that are more attractive than others. Specifically, our Global Fixed Income Strategy team has shown that A-rated and Baa-rated bonds are more attractive than higher-rated credits (Chart 24). Meanwhile, our fixed-income strategist are overweight Energy and Financials at the sector level.6 High-yield: High-yield bonds – where we have a neutral position - have delivered 11.5% of excess return since April. We are maintaining our neutral position. At current levels, spreads no longer offer enough value to justify an overweight position, specially if one considers that defaults in junk credits could be severe, since the Fed doesn’t offer the same level of support that it provides for investment-grade issuers. Within the high-yield space, we prefer Ba-rated credit. Fallen angels (i.e. bonds which fell to junk status) are particularly attractive given that most qualify for the Fed’s corporate buying program, since issuers which held at least a Baa3 rating as of March 22 are eligible for the Fed’s lending facilities.7  Commodities Chart 25Commodity Prices Will Rise As Growth Revives Energy (Overweight): A near-complete lack of storage led WTI prices to go into freefall and trade at -$40 in mid-April: The largest drawdown in oil prices over the past 30 years (Chart 25, panel 1). Since then, oil prices have picked up, reaching their pre-“sudden stop” levels, as the OPEC 2.0 coalition slashed production. Nevertheless, excess supply remains a key issue. Crude inventories have been on the rise as global crude demand weakens. Year-to-date inventories have increased by over 100 million barrels, and current inventories cover over 40 days of supply (panel 2). As long as the OPEC supply cuts hold and demand picks up over the coming quarters, the excess inventories are likely to be worked off. BCA’s oil strategists expect Brent crude to rise back above $60 by year-end. Industrial Metals (Neutral): Last quarter, we flagged that industrial metals face tailwinds as fiscal packages get rolled out globally – particularly in China where infrastructure spending is expected to increase by 10% in the latter half of the year. Major industrial metals have yet to recover to their pre-pandemic levels but, as lockdown measures are lifted and activity is restored, prices are likely to start to rise strongly (panel 3). Precious Metals (Neutral): The merits of holding gold were not obvious during the first phase of the equity sell-off in February and March. Gold prices tumbled as much as 13%, along with the decline in risk assets. Since the beginning of March, however, there have been as many positive return days as there has been negative (panel 4). However, given the uncertainty regarding a second wave of the pandemic, and the rise in geopolitical tensions between the US and China, as well as between India and China, we continue to recommend holding gold as a hedge against tail risks. Currencies Chart 26Momentum For The Dollar Has Turned Negative US Dollar: The DXY has depreciated by almost 3% since the beginning of April. Currently, there are multiple forces pushing the dollar lower: first, interest-rate differentials no longer favor the dollar Second, liquidity conditions have improved substantially thanks to the unprecedented fiscal and monetary stimulus, as well as coordinated swap lines between the Fed and other central banks to keep USD funding costs contained. Third, momentum in the DXY – one of the most reliable indicators for the dollar – has turned negative (Chart 26– top & middle panel). Taking all these factors into account, we are downgrading the USD from neutral to underweight. Euro: The euro should benefit in an environment where the dollar weakens, and global growth starts to rebound. Moreover, outperformance by cyclical sectors as well as concerns about over-valuation in US markets should bring portfolio flows to the Euro area. Therefore, we are upgrading the euro from neutral to overweight. Australian dollar: Last quarter we upgraded the Australian dollar to overweight due to its attractive valuations, as well as the effect of the monetary stimulus coming out of China. This proved to be the correct approach: AUD/USD has appreciated by a staggering 13% since our upgrade – the best performance of any G10 currency versus the dollar this quarter (bottom panel). Overall, while we believe that Chinese stimulus should continue to prop up the Aussie dollar, valuations are no longer attractive with AUD/USD hovering around PPP fair value. This means that the risk-reward profile of this currency no longer warrants an overweight position. Thus, we are downgrading the AUD to neutral. Alternatives Chart 27Opportunities Will Emerge In Private Equity Return Enhancers: Over the past year, we have flagged that hedge funds, particularly macro funds, will outperform other risk assets during recessions and periods of high market stress. This played out as we expected: macro hedge funds’ drawdown from January to March 2020 was a mere 1.4%, whereas other hedge funds’ drawdown ranged between 9% and 19% and global equities fell as much as 35% from their February 2020 peak. (Chart 27, panel 1). However, unlike other recessions, the unprecedented sum of stimulus should place a floor under global growth. Given the time it takes to move allocations in the illiquid space, investors should prepare for new opportunities within private equity as global growth bottoms in the latter half of this year. In an earlier Special Report, we stressed that funds raised in late-cycle bull markets tend to underperform given their high entry valuations. If previous recessions are to provide any guidance, funds raised during recession years had a higher median net IRR than those raised in the latter year of the preceding bull market (panel 2). Inflation Hedges: Over the past few quarters, we have been highlighting commodity futures as a better inflation hedge relative to other assets (e.g. real estate). Within the asset class, assuming a moderate rise in inflation over the next 12-18 months as we expect, energy-related commodities should fare best (panel 3). This corroborates with our overweight stance on oil over the next 12 months (see commodities section). Volatility Dampeners: We have been favoring farmland and timberland since Q1 2016. While both have an excel track record of reducing volatility, farmland’s inelastic demand during slowdowns will be more beneficial. Investors should therefore allocate more to farmland over timberland (panel 4). Risks To Our View The risks are skewed to the downside. After such a big economic shock, damage could appear in unexpected places. Banking systems in Europe, Japan, and the Emerging Markets (but probably not the US) remain fragile. Defaults are growing in sub-investment grade debt; mortgage-backed securities are experiencing rising delinquencies; student debt and auto loans are at risk. Emerging Market borrowers, with $4 trn of foreign-currency debt, are particularly vulnerable. The length and depth of recessions and bear markets are determined by how serious are the second-round effects of a cyclical slowdown. If the current recession really lasted only from March to July, and the bear market from February to March, this will be very unusual by historical standards (Chart 28). Chart 28Can The Recession And Bear Market Really Be All Over Already? Upside surprises are not impossible. A vaccine could be developed earlier than the mid-2021 that most specialists predict. But this is unlikely since the US Food and Drug Administration will not fast-track approval given the need for proper safety testing. If economies continue to improve and newsflow generally remains positive over the coming months, more conservative investors could be sucked into the rally. Evidence suggests that the rebound in stocks since March was propelled largely by hedge funds and individual day-traders. More conservative institutions and most retail investors remain pessimistic and have so far missed the run-up (Chart 29). One key, as so often, is the direction of US dollar. Further weakness in the currency would be a positive indicator for risk assets, particularly Emerging Market equities and commodities. In this Quarterly, we have moved to bearish from neutral on the dollar (see Currency section for details). Momentum has turned negative, and both valuation and relative interest rates suggest further downside. But it should be remembered that the dollar is a safe-haven, counter-cyclical currency (Chart 30). Any rebound in the currency would not only signal that markets are entering a risk-off period, but would cause problems for Emerging Market borrowers that need to service debt in an appreciating currency. Chart 29Many Investors Are Still Pessimistic Chart 30Dollar Direction Is Key     Footnotes 1  Please see BCA Webcast, "The Way Ahead For COVID-19: An Expert's Views," available at bcaresearch.com. 2  OECD Economic Outlook, June 2020, available at https://www.oecd-ilibrary.org/economics/oecd-economic-outlook/volume-2020/issue-1_0d1d1e2e-en 3  The Overton window, named after Joseph P. Overton, is the range of policies politically acceptable to the mainstream population at a given time. It frames the range of policies that a politician can espouse without appearing extreme. 4  Please see Foreign Exchange Strategy Weekly Report, “DXY: False Breakdown Or Cyclical Bear Market?” dated June 5, 2020 available at fes.bcaresearch.com 5  Please see Global Fixed Income Strategy Weekly Report, “How To Play The Revival Of Global Inflation Expectations” dated June 23, 2020 available at gfis.bcaresearch.com 6 Please see Global Fixed Income Strategy, "Hunting For Alpha In The Global Corporate Bond Jungle," dated May 27, 2020, available at gfis.bcaresearch.com. 7  Fallen angels also outperform during economic recoveries. Please see Global Asset Allocation Special Report, "Even Fallen Angels Have A Place In Heaven," dated November 15, 2020, available at gaa.bcaresearch.com.   GAA Asset Allocation
Highlights Recommended Allocation The outlook for markets over the next few months is highly uncertain. On the optimistic side, new COVID-19 cases are probably close to peaking (for now), and so equities could continue to rally. But there are many risks too. Growth numbers will be horrendous for some months. Second-round effects (corporate defaults, problems in EM and with euro zone banks, for example) will emerge. We recommend a balanced portfolio, robust both for risk-on rallies and a further sell-off. We stay overweight equities versus bonds. Government bonds will not provide significantly positive returns even in a severe recession. Thus, over the next 12-months, equities are likely to outperform them. But we leaven the equity overweight with a “minimum volatility” strategy, overweight the low-beta US market, and more stable sectors such as Healthcare and Technology. Within bonds, we stay underweight government bonds, and raise Investment Grade credit to overweight, given the Fed’s backstop. Even in a risk-on rally, government yields will not rise quickly so we recommend a neutral stance on duration. The massive stimulus will eventually be inflationary, so we recommend TIPS, which are very cheaply valued. We are overweight cash and gold as hedges against further market turbulence. Among alternatives, macro hedge funds and farmland look attractively defensive now. We would start to look for opportunities in private debt (especially distressed debt) as the recession advances. Commodity futures are attractive as an inflation hedge. Overview Playing The Optionality From the start of the crisis, we argued that markets would bottom around the time when new cases of COVID-19 peaked. At the end of March, there were clear signs that this would happen in April, with Italy and Spain having probably already peaked and the US, if it follows the same trajectory, being only two or three weeks away (Chart 1). Chart 1Close To A Peak In New Cases? But what happens next? A relief rally is likely, as often happens in bear markets – and indeed one probably started with the three-day 18% rise in US equities in the last week of March. Note, for example, the strong rallies in spring 2008 and summer 2000 before the second leg down in those bear markets (Chart 2). Chart 2Mid Bear Market Rallies Are Common However, there is still a lot of potential bad news for markets to digest. Global growth has collapsed, as a result of people in many countries being forced to stay at home. US GDP growth in Q2 could fall by as much as 10% quarter-on-quarter (unannualized). Horrendously bad data will come as a shock to investors over the coming months. Despite the unprecedented stimulus measures from central banks and governments worldwide (Chart 3), nasty second-round effects are inevitable. Given the high level of corporate debt in the US, defaults will rise, to perhaps above the level of 2008-9 (Chart 4). EM borrowers have almost $4 trillion of foreign-currency debt outstanding, and will struggle to service this after the rise in the dollar and wider credit spreads. Euro area banks are poorly capitalized and have high non-performing debt levels left over from the last recession; they will be hit by a new wave of bankruptcies. Undoubtedly, there are some banks and hedge funds sitting on big trading losses after the drastic sell-off and stomach-churning volatility. Mid-East sovereign wealth funds will unload more assets to fill fiscal holes left by the collapsed oil price. Chart 3Massive Stimulus Everywhere Chart 4Possible Second-Round Effects     There is also the question of when the pandemic will end. We are not epidemiologists, so find this hard to judge (but please refer to the answers from an authority in our recent Special Report1). The coronavirus will disappear only when either enough people in a community have had the disease to produce “herd immunity,” or there is a vaccine – which is probably 18 months away.  Some epidemiologists argue that in the UK and Italy 40%-60% of the population may have already had COVID-19 and are therefore immune.2 But an influential paper from researchers at Imperial College suggested that repeated periods of lockdown will be necessary each time a new wave of cases emerges3 (Chart 5). Chart 5More Waves Of The Pandemic To Come? At the end of March, global equities were only 23% off their mid-February record high – and were down only 34% even at their low point. That doesn’t seem like enough to fully discount all the potential pitfalls over coming months. This sort of highly uncertain environment is where portfolio construction comes in. We recommend that clients position their portfolios with optionality to remain robust in any likely outcome. There are likely to be rallies in risk assets over coming months, particularly when the coronavirus shows signs of petering out. There is significant asymmetric career risk for portfolio managers here. No portfolio manager will be fired for missing the pandemic and underperforming year-to-date (though some may because their firms go out of business or retrench). But a PM who misses a V-shaped rebound in risk assets over the rest of the year could lose their job.  This will provide a strong incentive to try to pick the bottom. Chart 6Bond Yields Can't Go Much Lower Government bond yields are close to their theoretical lows. The 10-year US Treasury yield is 0.6% and it unlikely to fall below 0% even in a severe recession (since the Fed has stated that it will not cut short-term rates below 0%). In other countries, the low for yields has turned out to be around -0.3% to -0.9% (Chart 6). The total return from risk-free bonds, therefore, will be close to zero even in a dire economic environment (Table 1). This means that the call between bonds and equities comes down to whether equity prices will be higher or lower in 12-months. Quite likely, they will be higher. Given this, and the optionality of participating in rebounds, we maintain our overweight on equities versus bonds. We would, however, be inclined to lower our equity weighting in the event of a big rally in stocks over the next few months.   Table 1Not Much Room For Upside From Bonds Table 2Bear Markets Are Often Much Worse But there are also many downside risks. In the past two recessions, global equities fell by 50%-60% (Table 2). Despite the much worse economic environment this time, the peak-to-trough decline is so far much more limited. Moreover, valuations are not particularly compelling yet (Chart 7). To leaven our overall overweight on equities, we recommend a “minimum volatility” strategy, with tilts towards the low-beta US market, and some more defensive sectors such as Healthcare and Technology. China and China-related stocks also look somewhat attractive, since that country got over the coronavirus first, and is responding with a big increase in infrastructure spending (Chart 8). To hedge against downside risk, we also leave in place our overweights in cash and gold. Chart 7Equities Are Not Yet Super Cheap Chart 8China Infra Spending To Rise Garry Evans, Senior Vice President Chief Global Asset Allocation Strategist garry@bcaresearch.com What Our Clients Are Asking – About The Coronavirus Have We Seen The Bottom In Equity Markets?  Chart 9Watch Closely COVID-19 After hitting a low on March 23, global equities have recovered more than one-third of their loss during this particularly rapid bear market, in response to the massive monetary and fiscal stimulus around the globe. It’s very hard to pinpoint the exact bottom of any equity bear market.  The current one is particularly difficult in two ways: First, it was largely due to the exogenous shock from the COVID-19 pandemic. If history is any guide, we will first need to see a peak in infected cases globally before we can call a true bottom in equities (Chart 9). Second, the massive and coordinated response from central banks and governments around the world is unprecedented, as the global “lockdown” freezes the global economy. It’s encouraging to see the Chinese PMI bouncing back to 52 in March after a sharp drop to deep contraction level in February. However, the bounce back was mostly from production. Both export orders and imports remain weak. US initial jobless claims have skyrocketed to 3.3 million. If the peak of infection in the US follows similar patterns in China and Italy, then it would be another encouraging sign even if the US economic data continued to get worse. BCA Research’s base-case is for this recession to have a U-shaped recovery. This means that equity markets are likely to be range bound until we have a better handle on the future course of the pandemic. As such, we suggest investors actively manage risk by adding to positions when the S&P 500 gets close to 2250 and reducing risk when it gets close to 2750 during the bottoming process. What Will Be The Long-Term Consequences? Maybe it seems too early to think about this, but the coronavirus pandemic will change the world at least as profoundly as did the 1970s inflation, 9/11, and the Global Financial Crisis (GFC). Here are some things that might change: Chart 10Government Debt Will Rise Significantly Government debt levels will rise dramatically, as a result of the huge fiscal packages being (rightly) implemented by many countries. In the US, after the $2 trillion spending increase and a fall in tax revenues, the annual fiscal deficit will rise from 6% of GDP to 15%-20%. Government debt/GDP could exceed the 122% reached at the end of WW2 (Chart 10). Ultimately, central banks will have to monetize this debt, perhaps by capping long-term rates or by buying a substantial part of issuance. This could prove to be inflationary. Households and companies may want to build in greater cushions and no longer live “on the edge”. US households have repaired their balance-sheets since 2009, raising the savings rate to 8% (Chart 11). But surveys suggest that almost one-third of US households have less than $1,000 in savings. They may, therefore, now save more. This could depress consumption further in coming years. Companies have maximized profitability over the past decades, under pressure from shareholders, by keeping inventories, spare cash, and excess workers to a minimum. Given the sudden stop caused by the pandemic (and who is to say that there will not be more pandemics in future), companies may want to protect themselves from future shocks. The inventory/sales ratio, which had been falling for decades, has picked up a little since the GFC (Chart 12). Inventory levels are likely to be raised further. Companies may also run less leveraged balance-sheets, rather than hold the maximum amount of debt their targeted credit rating can bear. This is all likely to reduce long-term profit growth. Chart 11Households May Become Even More Cautious Chart 12Companies Will Run With Higher Inventories The pandemic has highlighted the vulnerability of healthcare systems. China still spends only 5% of GDP on health, compared to 9% in Brazil and 8% in South Africa (Chart 13). The lack of intensive care beds and woefully inadequate epidemic plans in the US and other developed countries will also need to be tackled. Healthcare stocks should benefit. Chart 13Healthcare Spending Will Need To Rise How Risky Are Euro Area Banks? Chart 14Euro Area Banks Are Quite Fragile Banks in the euro area have underperformed their developed market peers by over 65% since the Global Financial Crisis (GFC) (Chart 14, panel 1). Their structural issues – many of which we highlighted in a previous Special Report – remain unsolved.  Euro area banks remain highly leveraged compared to their US counterparts (panel 2). Their exposure to emerging economies is high (panel 3), and they continue to be a major provider of European corporate funding. US corporates, by contrast, are mainly funded through capital markets. The sector is also highly fragmented with both outward and inward M&A activity declining post the GFC. Profitability continues to be a key long-term concern, despite having recently stabilized (panel 4). The ECB’s ultra-dovish monetary stance and negative policy rates do not help banks’ performance either.  Banks’ relative return has been correlated to the ECB policy rate since the GFC (panel 5). Following the coronavirus outbreak, the ECB is likely to remain dovish for a prolonged period. The ECB’s recently announced measures should, however, provide banks with ample liquidity to hold and spur economic activity through increased lending to households and corporates. Absent consolidation in the European banking sector, competition is likely to dampen banks’ profits. Additionally, the severity of the economic downturn caused by the coronavirus outbreak will determine if their significant exposure to emerging economies, the energy sector, and domestic corporates will hurt them further. For now, we would recommend investors underweight euro area banks. Where Can I Get Income In This Low-Yield World? Chart 15The Bear Market Has Unveiled Attractive Income Opportunities For long-term investors who can tolerate price volatility, there is currently an opportunity to invest in high-income securities at relatively cheap prices. Below we list three of our favorite assets to obtain income returns: Dividend Aristocrats: The S&P 500 Dividend Aristocrats Index is composed of S&P 500 companies which have increased dividend payouts for 25 consecutive years or more. In order to provide such a steady stream of income through a such long timeframe, and even provide dividend increases in recessions, the companies in this index need to have a track record of running cashflow-rich businesses. Thus, the risk of dividend cuts is relatively low in these companies. Currently, the Dividend Aristocrat Index has a trailing dividend yield of 3.2% (Chart 15 – top panel). Fallen Angels: As we discussed in our November Special Report, fallen angels have attractive characteristics that separate them from the rest of the junk market. They tend to have longer maturities as well as a higher credit quality than the overall index. Crucially, fallen angels often enter the high-yield index at a discount, since certain institutional investors are forced to sell them when they are no longer IG-rated (middle panel). Thus, selected fallen angels which are not at a substantial risk of default could be a tremendous income opportunity. Currently fallen angels have a yield to worst of 10.65%. Sovereign US dollar EM debt: Our Emerging Markets Strategy service has argued that most EM sovereigns are unlikely to default on their debts, and instead will use their currencies as a release valve to ease financial conditions in their economies. Thus, hard-currency sovereign issues could prove to be attractive income investments if held to maturity. The bottom panel of Chart 15 (panel 3) shows the current yield-to-worst of the EM sovereign hard currency debt that has an overweight rating by our Emerging Markets service. Global Economy Chart 16The Collapse Begins Overview: The global economy in early January looked on the cusp of a strong manufacturing pickup, driven by the natural cycle and by moderate fiscal stimulus out of China. The coronavirus changed all that. We now face a recession of a severity unseen since the 1930s. The fiscal and monetary response has been similarly rapid and radical. This will tackle immediate liquidity and even solvency risks. But, with consumers in many countries confined to their homes, a recovery is entirely dependent on when the number of new cases of COVID-19 peaks. In an optimistic scenario, this might be in late April or May. On a pessimistic one, the pandemic will continue in waves for several quarters.  US: It is highly likely that the NBER will eventually declare that the US entered recession in March 2020. With many states in lockdown, consumption (which comprises 70% of GDP) will slump: only half of consumption is non-discretionary (rent, food, utility bills etc.); the other half is likely to shrink significantly while lockdowns continue. Judged by the 3.3 million initial claims in the week of March 16-21, unemployment will jump from its February level of 3.5% very rapidly towards 10%. Fiscal and monetary stimulus measures will cushion the downside (enabling households to pay rent and companies to service debt). But whether the recession is V-shaped or prolonged will be dependent on the length of the pandemic. Euro Area: European manufacturing growth was showing clear signs of picking up before the coronavirus pandemic hit (Chart 16 panel 1). But lockdowns in Italy, Spain and other countries will clearly push growth way into negative territory. The severity is clear from the first datapoints to reflect March activity, such as the ZEW survey. The ECB, after an initially disappointing response, has promised EUR750 billion (and more if needed) in bond purchases. The fiscal response so far has been more lukewarm, although Germany has now scrapped its requirement to run a budget surplus. One key question: will the stronger nothern European economies agree to “euro bonds”, joint and severally guaranteed, to finance fiscal spending in the weaker periphery?   Chart 17...With Chinese Data Leading The Way Japan: Japan’s economy was performing poorly even before the coronavirus pandemic, mainly because of the side-effects of last October’s consumption tax hike, and the slowdown in China (Chart 17, panel 2). So far, Japan has seen fewer cases of COIVD-19 than other large countries, but this may just reflect a lack of testing. Japan also has less room for policy response. Government debt is already 250% of GDP. The Bank of Japan has moderately increased purchases of equity ETFs and remains committed to maintaining government bonds yields around 0%. But Japan seems culturally and institutionally unable to roll out the sort of ultra-radical measures taken in other developed economies. Emerging Markets: China’s economy was severely disrupted in January and February, as reflected in an unprecedented collapse of the Caixin Services PMI to 26.5 (Chart 17, panel 3). However, big data (such as traffic congestion) suggest that in March people were gradually returning to work and companies restarting manufacturing operations. Q1 GDP growth will clearly be negative, and growth for the year may be barely above 0%. The authorities are ramping up infrastructure spending, which BCA expects to grow by 6-8% this year.4 Interest rates have also fallen below their 2015 levels, but not yet to their 2009 lows. Both fiscal and monetary policy are likely to be eased further. Elsewhere in Emerging Markets, the key question is whether central banks will cut rates to support rapidly weakening economies, or keep rates steady to prop up collapsing currencies. This is not an easy choice. Interest Rates: Central banks in developed markets have cut rates to their lowest possible levels with the Fed, for example, slashing from 1.25%-1.5% to 0%-0.25% within just 10 days in March. The Fed has signalled that it will not go below zero. Short-term policy rates globally, therefore, have essentially hit their lower bounds. Long-term rates have been volatile, with the 10-year US Treasury yield swinging down to 0.6% before jumping to 1.2%. While uncertainty continues, long-term risk-free rates are unlikely to rise substantially and, in the event of a prolonged severe recession, we would see the US 10-year yield falling to zero – but no lower. Global Equities Chart 18Is The V-Shaped Recovery Sustainable? What’s Next?  Global equities lost 32.8% year-to-date as of March 23, 2020. All countries and sectors in our coverage were in the red. Even the best performing country (Japan) and the best performing global sector (Consumer Staples) lost 26.7% and 23.2% respectively.  From March 24 to March 26, however, equities made the best three-day gains since the Great Depression, recouping about one-third of the loss,  even though US initial jobless claims came in at 3.3 million and also the US reported a higher number of cumulative infected people than China, with a much higher number of deaths per million people (Chart 18). So have we reached the bottom of the bear market? Is this “V-shaped” recovery sustainable? How should an investor construct a multi-asset global portfolio that’s sound for the next 9-12 months given the uncertainty associated with COVID-19 and the massive monetary and fiscal stimulus around the world? Based on our long-held philosophy of taking risks where risks will most likely be rewarded, we are most comfortable taking risk at the asset class level, by overweighting equities versus bonds, together with overweights in cash and gold as hedges. Within the equity portfolio, we are reducing risk by making the following adjustments: Upgrade US to overweight from underweight financed by downgrading the euro zone to underweight from overweight. Upgrade Tech to overweight, while closing two overweight bets on Financials and Energy and one underweight on consumer staples to benchmark weighting.   Country Allocation: Becoming More Defensive Chart 19US And Euro Area: Trading Places In December 2019 we added risk by upgrading the euro area to overweight and Emerging Markets to neutral based on our macro view that the global economy was on its way to recovery.  Data releases in January did show signs of recovery in the global economy. However, the COVID-19 outbreak has changed the global landscape, and we are clearly in a recession now.  When conditions change, we change our recommendations. We must make a judgment call because the economic data will not give us any timely, useful readings for some time to come. Back in December, the key reason to upgrade the euro area was the recovery of China which flows into the exports of the euro area. We think China will continue to stimulate its economy. However, given the global growth collapse, the “flow through” effect to the euro area will be delayed for some time. We prefer to play the China effect directly rather than indirectly. That’s why we maintain the neutral weighting of EM versus DM, but downgrade the euro area to underweight, and upgrade US to overweight. We also note the two following factors: First, as shown in Chart 19, panel 1, the relative performance between the euro area and the US is highly correlated with the relative performance between global Financials and Technology. This is not surprising given the sector composition of the two region’s equity indices. As such, this country adjustment is in line with our sector adjustment of upgrading Technology and downgrading Financials. Second, with a lower beta, US equities provide a better defense when economic uncertainty and financial market volatility are high. The risk to this adjustment, however, is valuation. As shown in panel 4, euro area valuation is extremely cheap compared to the US. However, PMI releases as well as forward earnings estimates are likely to get worse again before they get better, given the region’s reliance on exports to China and the structural issues in its banking system. Global Sector Allocation: Getting Closer To Benchmark Chart 20Reducing Sector Bets We make four changes in the global sector portfolio to reduce sector bets, since we do not have a high conviction given market volatility and our house view that recovery out of this recession will be U-shaped. These are downgrading Financials to neutral, while upgrading Technology to overweight. We also close the overweight in Energy and underweight in Consumer Staples, leaving them both at benchmark weighting. Financials: We upgraded Financials in October last year as an upside hedge. This move did not pan out as bond yields plummeted. BCA Research’s US Bond Strategy service upgraded duration to neutral from underweight on March 10 as they do not see a high likelihood for yields to move significantly higher over the next 9-12 months. This does not bode well for Financials’ performance (Chart 20, panel 1). Even though the Fed and other central banks have come in as the lenders of last resort, loan growth could be weak going forward and non-performing loans could increase, especially in the euro area. Valuation, however, is very attractive. Technology: DRAM prices started to improve even before the COVID-19 outbreak. The global lockdown to fight against the pandemic is further spurring demand for both software and hardware, which should support better earnings growth (panel 2). The risk is that relative valuation is still not cheap, even though absolute valuation has come down after the recent selloff. Energy:  The outlook for oil prices is too uncertain. The fight between Saudi Arabia and Russia is weighing on the supply side, while the global lockdown is denting demand prospect. The earnings outlook for energy companies is dire, while valuations are very attractive (panel 3). Consumer Staples: This is a classic defensive sector that does well in recessions. In addition, its relative valuation has improved to neutral from very expensive (panel 4).   Government Bonds Chart 21Stay Aside On Duration Upgrade Duration To Neutral. Global bond yields had a wild ride in Q1 as equities plummeted into bear market territory. The 10-year US Treasury yield made an historical low of 0.32% overnight on March 9, then quickly reversed back up to 1.27% on March 18, closing the quarter at 0.67%, compared to 1.88% at the beginning of the quarter (Chart 21). We are already in a recession and BCA’s house view is for a U-shaped recovery. This implies that global bond yields will likely follow a bottoming process similar to global equities, as new infections peak and high-frequency economic data start to recover. As such, we upgrade our duration call to neutral, to be in line with the position of BCA Research’s US Bond Strategy (USBS) service. Favor Linkers Vs. Nominal Bonds.  The combined effect of the plummet in oil prices and the coronavirus outbreak has crushed inflation expectation to an extremely low level. As shown in Chart 22, the 10-year breakeven inflation rate is currently at 0.95%, 88 bps lower than its fair value. The fair value is estimated based on USBS’s Adaptive Expectations Model.  Investors with a 12-month investment horizon should continue to favor TIPS over nominal Treasuries, but those with shorter horizons may be advised to stand aside and wait for the daily number of new COVID-19 cases to reach zero before re-initiating the position. Chart 22TIPS Offer A Ton Of Long-Run Value Extremely Cheap Inflation Protection   Corporate Bonds Chart 23High Quality Junk It is undeniable that the dearth of cashflow caused by the lockdowns will spur a ferocious wave of defaults, particularly in the high-yield sector. It also is not clear that this risk is adequately compensated for. Currently, our US bond strategist believes that spreads are pricing an 11% default rate – in line with the default rate of the 2000/2001 recession. While it is not our base case, a default cycle like 2008, where 14% of companies in the index defaulted is a very clear possibility, as revenues have ground to a halt. However, several positive factors in the junk space must also be considered. Roughly 1% of the high-yield index matures in less than one year, which means that refinancing risk for junk credits should remain relatively subdued (Chart 23, top panel). Moreover, the quality of junk bonds is relatively high compared to previous periods of stress: when the market peaked in 2000 and 2007, Ba-rated credit (the highest quality of high yield) stood at 30% and 37% of the overall index respectively (middle panel). Today this credit quality stands at 49% of the high yield market, indicating a relatively healthier credit profile for junk. Additionally, the high-risk energy sector, which is likely to experience a substantial amount of defaults given the collapse in oil prices, now represents less than 8% of the market capitalization of the whole index (bottom panel). Taking these positive factors into consideration, we believe that a downgrade to underweight is not warranted, and instead we are downgrading high-yield credit from overweight to neutral. What about the investment-grade space? the massive stimulus package announced by the Fed, which effectively allows IG issuers to roll over their entire stock of debt, should provide a backstop to this market. One valid concern is that credit agencies can still downgrade a large number of issuers, making them ineligible to receive support. However, it seems that the credit agencies are aware of how much hinges on their ratings, and are communicating that they will factor the measures taken by various government programs into their credit analysis.5 Thus, considering that spreads are already extended, the Fed is providing unprecedent support and credit agencies are unlikely to knock out many companies out of investment-grade ratings, we are upgrading investment-grade credit from neutral to overweight.   Commodities Chart 24Oil Prices & Politics Do Not Mix Energy (Overweight): Oil markets were driven by supply/demand dynamics until a third factor, politics, shifted the market equilibrium. The recent clash between Saudi Arabia and Russia led to the breakdown of the OPEC 2.0 coalition and to Brent prices tanking by over 60% to $26 in March. The length of this breakdown is unknown. However, we believe the parties are likely to return to the negotiation table within the next months as the damage to countries which are dependent on oil begins to appear. The fiscal budget breakeven point remains much higher than the current oil price – it is around $83 for Saudi Arabia and $47 for Russia. Weakness in global crude demand will continue to put further downward pressure on prices, until economic activity recovers from the COVID-19 slowdown. Our Commodity & Energy Strategists expect the Brent crude oil price to average $36/bbl, with WTI trading some $3-$4 below that, in 2020 (Chart 24, panels 1 & 2). Industrial Metals (Neutral): Industrial metals prices were on track to pick up until the coronavirus hit global activity at the beginning of the year. Prices face further short-term headwinds as global manufacturing remains suppressed. Once the global social distancing ends and activity resumes, industrial metal prices should pick up as fiscal stimulus and infrastructure spending, especially in China, is implemented (panel 3). Precious Metals (Neutral):  As the coronavirus spread, global risk assets have tumbled. Over the past 12 months, we have recommended investors increase their allocation to gold as both an inflation hedge and a beneficiary of accommodative monetary policy globally. However, we also recently highlighted that gold was reaching overbought territory and that a pullback was possible in the short-term. Nevertheless, investors should continue to maintain gold exposure to hedge against the eventuality that the pandemic is not contained within the coming weeks (panels 4 & 5).   Currencies Chart 25Competing Forces Pushing The US Dollar In Different Directions The USD has gone through a rollercoaster during the coronavirus crisis. Initially, the DXY fell by 4.8%, as rate differentials moved violently against the dollar when the Fed cut rates to zero. But this fall didn’t last long: as liquidity dried up, the cost for dollar funding surged, causing the dollar to skyrocket by almost 8.3%. Since then, the liquidity measures taken by monetary authorities have made the dollar reverse course once more. At this point there are multiple forces pulling the greenback in opposing directions. On the one hand, the collapse in global growth caused by the shutdowns should push the dollar higher. Moreover, momentum – one of the most reliable directional indicators for the dollar – continues to point to further upside (Chart 25, panels 1 and 2). However, the Fed’s generous USD swap lines with other major central banks as well as the massive pool of liquidity deployed have already stabilized funding costs in European and British currency markets, and look poised to do the same in others (Chart 25, panel 3). Thus, since there is no clarity on which force will prevail in this tug of war, we are remaining neutral on the US dollar. That being said, long-term investors can begin to buy some of the most depressed currencies, such as AUD/USD. This cross is currently trading at a 12% discount to PPP according to the OECD – the steepest discount that this currency has had in 17 years. Additionally, our China Investment Strategy projects that China will accelerate infrastructure investment this year to counteract the negative economic effects of the lockdown. This pick up in investment should increase base-metal demand, proving a boost to the Australian dollar in the process.   Alternatives Chart 26Favor Macro Hedge Funds Over Private Equity During Recessions Intro: The coronavirus outbreak caused tremendous market volatility and huge declines in liquid assets. Many clients have asked over the past few weeks which illiquid assets make sense in the current environment. To answer that, we stick to our usual recommendation framework, dividing illiquid assets into three buckets: Return Enhancers: Over the past year, we have been recommending clients to pare back private-equity exposure and increase allocation to hedge funds – particularly macro hedge funds, which often outperform other risky alternative assets during economic slowdowns and recessions (Chart 26, panel 1). Private debt – particularly distressed debt – could become a beneficiary of the current environment. The market turmoil will leave some assets heavily discounted, which can provide an opportunity for nimble funds to make investments at attractive valuations. In a previous Special Report, we highlighted Business Development Companies (BDCs) as a liquid alternative to direct private lending.6 They have taken a hit over the past month, even compared to equities and junk bonds. However, their recovery as markets bottom is usually significant (panels 2 & 3). Inflation Hedges: The coordinated “whatever-it-takes” stance implemented by global governments and central banks to mitigate the coronavirus crisis is likely to have inflationary consequences in the long-term. In that environment, investors should favor commodity futures over real estate (panel 4). As global growth reaccelerates in response to stimulus and resumed manufacturing activity over the next 12 months, the USD should weaken, and commodity prices should rise. Volatility Dampeners: Timberland and farmland remain our long-time favorite assets within this bucket. We have previously shown that both assets outperform other traditional and alternative assets during recessions and equity bear markets (panel 5). Farmland particularly should fare well in this environment, being more insulated from the economy, given food’s inelastic demand Risks To Our View Chart 27Dollar Would Fall In A Strong Recovery Since our recommendations are based on a middle course, hedging both upside and downside risks, we need to consider how extreme these two eventualities could be. On the upside, the most optimistic scenario would be one in which the coronavirus largely disappears after April or May. The massive amount of fiscal and monetary stimulus would produce a jet-fuelled rally in risk assets. The dollar has soared over the past few weeks, as a risk-off currency (Chart 27), and would likely fall sharply. This would be very positive for commodities and Emerging Markets assets. The strong cyclical recovery would also help euro zone and Japanese equities relative to the more defensive US. Value stocks and small caps would outperform. Chart 28Could It Get Worse Than 2008 - Or Even 1932? Downside risks are less easy to forecast. As Warren Buffet wrote in 2002: “you only find out who is swimming naked when the tide goes out.” The shock to the system caused by the coronavirus is certainly larger than the Global Financial Crisis of 2007-9 and could approach that caused by the Great Depression (Chart 28), though hopefully without the egregious policy errors of the latter. It is hard, therefore, to know where problems will emerge: US corporate debt, EM borrowers, and euro zone banks would be our most likely candidates. But there could be others. The oil price is another key uncertainty. Demand could collapse by at least 10% as a result of the severe recession. The breakdown of the production agreement between Saudi Arabia and Russia could produce a supply increase of 4-5%.  Given this, Brent crude would fall to $20 a barrel. That would represent a strong tailwind to global recovery (Chart 29). On the other hand, a rapprochement between Saudi and Russia (and even with regulators in Texas) could push oil prices back up again – a positive for markets such as Canada and Mexico. Chart 29Cheap Oil Boosts Growth   Footnotes 1   Please see BCA Special Report, "Questions On The Coronavirus: An Expert Answers," dated 31 March 2020, available at bcaresearch.com 2   https://www.medrxiv.org/content/10.1101/2020.03.24.20042291v1 3    https://www.imperial.ac.uk/media/imperial-college/medicine/sph/ide/gida-fellowships/Imperial-College-COVID19-NPI-modelling-16-03-2020.pdf 4    Please see China Investment Strategy Weekly Report, “Chinese Economic Stimulus: How Much For Infrastructure And The Property Market,” dated 25th March 2020, available at cis.bcaresarch.com 5    A release by Moody’s on March 25 stated that their actions “will be more tempered for higher-rated companies that are likely to benefit from policy intervention or extraordinary government support.” 6    Please see Global Asset Allocation Special Report, “Private Debt: An Investment Primer,” dated June 6, 2018, available at gaa.bcaresearch.com GAA Asset Allocation  
特別レポート Highlights Rising recession risk, shaky economic fundamentals, and absence of positive yielding assets motivate us to reexamine which assets can be counted on to protect a portfolio in the future. We analyze 10 safe havens on four different dimensions: consistency, versatility, efficiency, and costs. Using this framework, we examine the historical performance of each safe haven and provide an outlook on their likely effectiveness over the next decade. We conclude that U.S. TIPS and farmland should provide the best portfolio protection. Cash, U.S. Treasuries and gold are other good alternatives. Meanwhile, U.S. investment-grade bonds, global ex-U.S. bonds, silver, and currency futures are likely to be poor protection choices. Feature For most investors, capital preservation is the most important goal when managing money. However, how to go about it remains a difficult question.  Investing in safe havens can be painful during bull markets, as their returns are usually lower than those of equities. Moreover, economic, political, and financial regimes change over time, which means that an asset that protected your portfolio in the past might not do so in the future. Therefore, it becomes good practice to review one’s safety measures periodically, even if one does not think that a crash is imminent. The current environment in particular, is a propitious time to review safe havens given that: Chart I-1A Great Time To Review Safety Measures A key recession signal is flashing red: The yield curve inverted in the United States in August (Chart I-1 – top panel). An inversion of the yield curve does not necessarily imply a recession, but historically it has been a very reliable signal of one, given that it indicates that monetary policy is too tight for the economy. Structural risks are rising: Rich equity valuations in the U.S. and high leverage levels elsewhere are signs that the pillars supporting this bull market might be fragile (Chart I-1 – middle panel). In addition, protectionism and populism, forces that BCA has long argued are here to stay, threaten to upend the regime of free trade that has benefited equities since the 1950s.1 Yields are near all-time lows: Historically, investors have been able to endure bear markets by hiding in safe assets with positive yield, as these assets will normally provide a reliable cash flow regardless of the economic situation. However, these type of assets are increasingly hard to find, particularly in the government bond space, where 50% of developed country bonds have negative yields (Chart I-1 – bottom panel). Considering these factors, how should investors protect their portfolios in the next decade? To answer this question, we analyze 10 safe havens divided into five broad asset classes: Nominal government bonds: U.S. Treasuries and global ex-U.S. government bonds. Other fixed income: U.S. investment-grade credit and U.S. TIPS.2 Currencies: yen futures and Swiss franc futures. Precious metals: gold futures and silver futures. Other assets: farmland and U.S. cash. We look at historical performance since 1973 for all safe havens except for global ex-U.S. bonds and farmland. For these assets, we look at performance since 1991 due to limited data availability. We mainly look at quarterly returns in order to compare illiquid assets to publicly traded ones. We do not consider each safe haven in isolation, but rather as an addition to equities within a portfolio. Specifically, we explore our safe haven universe relative to the MSCI All Country World equity index from the perspective of a U.S. investor. For our non-U.S. clients, we will release a report from the perspective of other countries if there is sufficient interest. Importantly, we do not look only at historical performance. We also examine whether there is a reason to believe that future returns will be different from past ones, by analyzing how the properties of each safe haven might have changed. When evaluating each safe haven, we focus on four properties: Consistency: a safe haven should generate consistent positive returns during periods of negative equity performance, with returns increasing with the severity of the equity drawdown. Versatility: safe havens should perform well across different types of crises. Efficiency: a safe haven should produce enough upside during crises, so only a small allocation to the safe haven is necessary to reduce losses. Costs: drag to portfolio overall performance (opportunity costs) should be as small as possible. Readers who wish to see just our overall conclusions should read our Summary Of Results section below. For our analysis of how safe havens have performed in the past, please see the Historical Performance section. Finally, for our analysis of how we expect the performance of safe havens to change, please see our Outlook section. Summary Of Results The Best Safe Havens U.S. TIPS should be an excellent safe haven to protect a portfolio in the next decade. While TIPS might not be as cheap to hold as they have been in the past, upside potential remains strong, which means that a moderate allocation can provide substantial protection to an equity portfolio. Moreover, U.S. TIPS are one of the best hedges against crises triggered by rising rates and inflation, which in our view are the biggest structural risks that asset allocators face. Farmland could also be a great safe haven for investors who have the ability to allocate to illiquid assets given that it is the cheapest safe haven in terms of portfolio drag. However, investors should be aware that the current low yield could potentially affect its performance during crises. Good Alternatives Cash can be a good alternative to protect an equity portfolio, given its outstanding performance during equity drawdowns caused by inflation. Moreover, its opportunity costs should decrease relative to the past. However, investors should take into account that the efficiency of cash at the current juncture is poor, which means that a relatively large allocation is needed in order to achieve meaningful portfolio protection. A portfolio with a 30% allocation to Treasuries historically provided the same downside protection as a portfolio with a 44% allocation to gold. We also like gold futures as a safe haven since they offer some of the most attractive opportunity costs. In addition, their upside is greater than that of most safe havens due to their negative correlations with real rates. However, gold’s volatility makes it an unreliable asset, which prevents us from placing it higher in the safe haven hierarchy. Historically, U.S. Treasuries have been one of the best safe havens to hedge an equity portfolio. Will this performance continue in the future? We do not think so. While yields are still high enough to provide plenty of upside potential, they have fallen to the point where they have increased the opportunity costs of U.S. Treasuries and reduced their consistency. The Rest Global ex-U.S. bonds have very limited upside due to their low yields. Meanwhile U.S. investment-grade credit remains at risk from poor corporate balance sheets, compounded by the fact that credit no longer has an attractive yield cushion. Currencies like the yen and the Swiss franc will continue to be unreliable and very expensive safe havens. Finally, while silver’s costs and reliability could improve, its high cyclicality relative to other safe havens will make silver a poor protection choice. Historical performance Consistency How did safe havens perform when equities lost money? To assess consistency, we plot the performance of each safe haven during all quarters when global equities had losses (Chart I-2). Cash and farmland were the only assets to have positive returns during every equity drawdown. U.S. Treasuries and U.S. TIPS were also very consistent, and had the additional advantage that their returns tended to increase as equity losses worsened. Global ex-U.S. bonds, while not as consistent, generated positive returns most of the time. Chart I-2Safe Haven Returns During Drawdowns In Global Equities On the other hand, investment-grade bonds, the yen, the Swiss franc, gold, and silver were much more inconsistent. In general, even though these assets had larger positive returns than other assets, they were prone to deep selloffs concurrent with equity drawdowns. Silver was the worst of all safe havens, being mostly a negative return asset during quarters of negative equity performance. Versatility How did the type of crisis affect the performance of safe havens? We classify crises according to their catalyst into the following four categories: bursts of U.S. asset bubbles (tech bubble, 2008 housing crisis), ex-U.S. crises (1998 EM crisis, European debt crisis), flash crashes/political events (1987 Black Monday, 9/11 terrorist attack),  rate/inflation shocks (1974 oil crisis, 1980 Fed shock) and others (every other equity drawdown we could not classify).3  We look at the performance of seven safe havens since 1973 (Chart I-3A) and of all 10 since 19914 (Chart I-3B): Chart I-3ASafe Haven Return During Different Type Of Crisis (1973 - Present) Chart I-3BSafe Haven Return During Different Type Of Crisis (1991 - Present)   During bursts of U.S. asset bubbles, U.S. Treasuries were the most effective hedge in both sample periods, followed by U.S. TIPS and farmland. Corporate bonds, cash, gold, and the Swiss franc also had positive returns, though they were small. Finally, the yen and silver had negative returns. During crises happening outside of the U.S., U.S. Treasuries were once again the best option. U.S. TIPS, yen futures, farmland, gold, and U.S. investment-grade bonds also provided strong returns.  Meanwhile, global ex-U.S. bonds and cash provided relatively weak returns, while both the Swiss franc and silver accrued losses. During flash crashes/political events, the Swiss franc had the best performance followed by global ex-U.S. bonds, though in general all safe havens but silver provided positive returns. Rate/inflation shocks were the most difficult type of crisis to hedge. Cash and U.S. TIPS were by far the best performers. Moreover, while U.S. Treasuries were able to eke out a small positive return, all other safe havens lost money during these crises. Efficiency How much allocation to each safe haven was needed to protect an equity portfolio? Chart I-4 show how adding incremental amounts of each safe haven5 to an equity portfolio reduced the overall portfolio’s 10% conditional VaR (the average of the bottom decile of returns).6 Since 1973, U.S. TIPS and U.S. nominal government bonds were the most efficient safe havens, providing the most protection per unit of allocation (Chart I-4 – top panel). Conditional VaR was reduced by almost half when allocating 40% to either Treasuries or TIPS. Cash, U.S. investment-grade, the yen, the Swiss franc, gold, and silver followed in that order. The difference between the safe havens was significant. As an example, a portfolio with a 30% allocation to U.S. Treasuries historically provided the same downside protection as a portfolio with a 36% allocation to U.S. IG credit, a 39% allocation to the yen or a 44% allocation to gold. Meanwhile, there was no allocation to silver which would have provided the same level of protection. When using a sample from 1991, the main difference was the reduced efficiency of cash – the result of lower average interest rates when using a more recent sample. Other than cash, the efficiency of most safe havens remained unchanged: U.S. Treasuries were the best option, followed by U.S. TIPS, farmland, U.S. investment-grade bonds, global ex-U.S. government bonds, cash, the yen, gold, the Swiss franc, and silver in that order (Chart I-4 – bottom panel). Chart I-4Historically, Fixed-Income Assets Were The Most Efficient Safe Havens Costs How do safe haven returns compare to equities? To evaluate opportunity costs, we compare the difference of the historical return of each safe haven versus global equities. Overall, hedging with currencies was extremely costly, as their return was well below that of equities in both samples (Chart I-5). Cash was also an expensive safe haven to hedge with, particularly in the most recent sample. On the other hand, fixed-income assets like U.S Treasuries, investment-grade credit, and U.S. TIPS had very low costs (global ex-U.S. bonds also had cost of around 2% in a limited sample).  Farmland had negative opportunity costs because it outperformed equities during the sample period.7 Chart I-5Historically Fixed Income Assets And Farmland Had The Lowest Opportunity Cost Outlook Chart I-6No More Yield Cushion Chart I-7Silver Has Become Less Cyclical For our outlook, we assess how the four traits under study have changed for all safe havens: Consistency: Will safe havens continue to be reliable in the absence of high coupons? Many of the safe havens in our sample were effective at hedging equities due to their high yield. Even if they had negative capital appreciation, total returns stayed positive thanks to the offsetting effect of the yield return. However, as rates have declined, yield return has also decreased substantially (Chart I-6). Therefore, safe havens, like cash, government bonds, and even farmland will not be as consistent as they were in the past. Credit could be even more vulnerable: the combination of a low yield, and unhealthy fundamentals will turn U.S. corporate bonds into a negative-return asset in the next crisis. Silver might be the lone safe haven to improve its consistency. Industrial use for silver has fallen substantially in the past 10 years, decreasing its cyclical nature (Chart I-7). Thus, while silver might still be an erratic safe haven, it should be more consistent in the future than its historical performance would suggest.   Versatility: What will the next crisis look like? Chart I-8Inflation and Political Crisis Will Plague The 2020s Determining what the next crisis will look like is crucial for safe haven selection. Below we rank the types of crises in order of how likely and severe we think they will be in the future: Inflation/rate shock: We expect inflation to be significantly higher over the next decade. This will be the highest risk for asset allocators in the future. As we explained in our May 2019 report, a change in monetary policy framework, procyclical fiscal policy, waning Fed independence, declining globalization, and demographic forces are all conspiring to lift inflation in the next decade.8 Importantly, we believe that the Fed will be dovish initially, as it cannot let inflation continue to underperform its target after missing the mark for the last 10 years (Chart I-8 – top panel). However, this will cause an inflationary cycle, which will eventually lead the Fed to raise rates significantly and trigger a recession. Political events/flash crashes: Political events will also pose a risk to the markets on a structural basis. The rise of China as a superpower has shifted the world into a paradigm of multipolarity, which historically has resulted in military conflict. Moreover, animus for conflict is not dependent on President Trump. The American public in general feels that the economic relationship with China is detrimental to the United States (Chart I-8 – bottom panel). This means that any president, Democrat or Republican will have a political incentive to jostle with China for economic and political supremacy for years to come. Ex-U.S. crises: We expect Emerging Markets in general, and China in particular, to be among the most vulnerable parts of the global economy as we enter the next decade. Over the last 10 years, China’s money supply has increased four-fold, becoming larger than the money supply of the U.S. and the euro area combined. In addition, corporate debt as a % of GDP stands at 155%, higher than Japan at the peak of its bubble and higher than any country in recorded history (Chart I-9). We rank this type of crisis slightly below the first two because Emerging Market assets are depressed already. Thus, while we believe that there is further downside to come for these economies, some weakness has already been priced in. U.S. asset bubble burst: We believe that there are no systemic excesses in the U.S. economy, making a U.S. asset bubble burst a lesser risk than other types of crises. Although it is true that U.S. corporate debt stands at all-time highs, it is still at a much lower level than in other countries. Moreover, weakness of corporate credit is not likely to have systemic consequences on the economy, given that leveraged institutions like banks and households hold only a small amount of outstanding corporate debt (Chart I-10). Chart I-9EM crises Are Also A Risk Chart I-10A U.S. Corporate Debt Deblacle Will Not Have Systemic Consequences What does this ranking mean in terms of safe haven performance? U.S. TIPS and cash should be held in high regard as they will be some of the only assets that will perform well during an inflation/rate shock. The Swiss franc and global ex-U.S. bonds should be best performers during political crises, although U.S. TIPS could also provide adequate protection. Efficiency: Is there any upside left for safe havens when interest rates are near zero? As yields go below the zero bound it becomes harder for bonds to generate large positive returns. European or Japanese government bonds in particular would need their yields to go deep into negative territory to counteract a large selloff in equities (Table I-1). But can interest rates go that low? We do not think so. The recent auction of German bunds, where a 0%-yielding 30-year bond attracted the weakest demand since 2011, suggests that interest rates in these countries might be close to their lower bound.  On the other hand, though U.S. yields are low, they are still high enough for U.S. Treasuries to provide high returns in case of a crisis. Table I-1No Room For Positive Returns In The Government Bond Space Outside Of The U.S. Low rates also have an effect on the efficiency of U.S. investment-grade bonds, cash, and farmland because their upside during crises does not come from capital appreciation but rather from their yield, (the price of IG credit actually declines during most crisis). As mentioned earlier, their yield has declined substantially compared to the past, which means that a larger allocation will be necessary to counteract a selloff. Chart I-11Switzerland Has A High Incentive To Prevent The Franc From Appreciating The upside of the yen could also be compromised. The Bank of Japan is likely to intervene aggressively in the currency market to prevent the Japanese economy from falling into a deflationary spiral, since it is very difficult for it to lower Japanese rates further. The Swiss franc is even more vulnerable. In contrast to Japan, Switzerland is a small open economy that has to import most of its products (Chart I-11). This means that the Swiss National Bank has a very high incentive to intervene in currency markets during a crisis, given that a rally in the franc could depress inflation severely. What about U.S. TIPS? In contrast to nominal government bond yields or even yields on corporate debt, U.S. real rates are not limited by the zero bound (Chart I-12).  This makes TIPS a more attractive option than other fixed-income assets, since real rates can have much more room for further downside than nominal ones. To be clear, this will only be the case if our forecast of an inflationary crisis materializes. Likewise, since gold is heavily influenced by real rates, it should also offer significant upside during the next crisis.9 Chart I-12Real Rates Have More Downside Potential Than Nominal Ones Costs: Can I afford to hold safe havens in a world of low returns? To provide an outlook for the expected cost of each safe haven, we use the return assumptions from our June Special Report.10 We subtract the expected return on global equities from the expected return for each safe haven to reach an expected cost value. However, three of the safe havens (global ex-U.S. government bonds, the Swiss franc and silver) did not have a return estimate. We compute their expected returns as follows: For the Swiss franc we use the methodology we used for all other currencies in our report. We base the expected return on the current divergence from the IMF PPP value, as well as the IMF inflation estimates. In addition, we add the relative cash rate assumed return for both our yen and Swiss franc estimates, as futures take into account carry return. For global ex-U.S. bonds we take the weighted average of the expected return of the euro area, Japan, U.K., Canada, and Australia government bonds. We weight the returns according to their market capitalization in the Bloomberg/Barclays government bond index. Due to silver’s dual role as an inflation hedge and industrial metal, silver prices are a function of both gold prices and global growth. To obtain a return estimate we run a regression on silver against these two variables and use our growth and gold return estimate to arrive at an assumed return for silver. Chart I-13 shows our results: while their cost will improve, currency futures remain the most expensive hedge. The opportunity cost of precious metals and cash will decrease, making them more attractive options than in the past. Meanwhile, low yields will increase the opportunity costs of most fixed-income assets. Finally, farmland will remain the cheapest safe haven, even with decreased performance. Chart I-13Oportunity Cost For Fixed Income Safe Havens Will Be Higher Than In The Past Juan Manuel Correa Ossa Senior Analyst juanc@bcaresearch.com Appendix A Footnotes 1 Please see Geopolitical Strategy Special Report, "The Apex Of Globalization – All Downhill From Here, " dated November 12, 2014, available at gps.bcaresearch.com. 2 We use a synthetic TIPS series for data prior to 1997. For details on the methodology, please see: Kothari, S.P. and Shanken, Jay A., “Asset Allocation with Inflation-Protected Bonds,” Financial Analysts Journal, Vol. 60, No. 1, pp. 54-70, January/February 2004. 3 For a detailed list of how we classified each equity drawdown, please see Appendix A. 4 The only crises caused by a rate/inflation shock occurred in 1974 and 1980. Thus we have this type of drawdown only in Chart 3A and not in Chart 3B. 5 For yen, Swiss franc, silver and gold futures we assume an allocation to an ETF which follows their performance. Since futures have zero initial costs they cannot be directly compared to traditional assets in terms of percentage allocation. 6 We prefer this measure over VaR given that it captures the properties of the left tail of returns more accurately. 7  While the farmland index subtracts management fees, we recognize that there are costs involved in holding these illiquid assets which are not necessarily captured by the return indices. Thus, the real historical cost of holding farmland was not negative but likely close to zero. 8 Please see Global Asset Allocation Strategy Special Report "Investors’ Guide To Inflation Hedging: How To Invest When Inflation Rises," dated May 22, 2019, available at gaa.bcaresearch.com. 9 Please see Commodity & Energy Strategy Special Report "All that Glitters…And Then Some" dated July 25, 2019, available at ces.bcaresearch.com. 10 Please see Global Asset Allocation Strategy Special Report "Return Assumptions - Refreshed and Refined" dated June 25, 2019,  
ハイライト 世界の製造業サイクルはまもなくボトムに達する公算が大きく、消費とサービスは依然として堅調です。今後12か月の景気後退リスクは低く、これは株式が債券より引き続きアウトパフォームすることを示唆しています。 しかし、この楽観的なシナリオに対するリスクは高まっています。消費者信頼感の低下や地政学的緊張の悪化はリスク資産に打撃を与える可能性があります。我々はこれをヘッジするためにキャッシュをオーバーウェイトしています。 中国は現時点では積極的な金融緩和の使用に及び腰です。中国が動くまでは、景気循環性が低い米国株式市場がアウトパフォームするはずです。 中国が景気刺激を本格化させ、製造業サイクルが明確にボトムを打ったときに、新興市場(EM)および欧州株へシフトする可能性があります。この上振れリスクをヘッジするために、我々はファイナンシャルズを戦術的にオーバーウェイトとし、またインダストリアルズのオーバーウェイトとオーストラリアのニュートラルを再確認します。 債券利回りはリバウンドを継続するはずです。デュレーションをアンダーウェイトとし、TIPSを優先します。クレジットは景気循環の視点ではアウトパフォームするはずですが、企業の高負債はリスクですのでニュートラルを推奨します。 推奨 四半期ポートフォリオ見通し:全面的なヘッジ 四半期ポートフォリオ見通し:全面的なヘッジ   特集 概要 万全のヘッジ 世界経済にとって特に不確実な時期であり、資産配分担当者にとっては悩ましい局面です。製造業の活動はまもなく底打ちするのか、それともサービス部門や消費を巻き込んで下押しするのか。債券利回りは強いリバウンドを続けるのか。米連邦準備制度理事会(Fed)は利下げを終了したのか。中国は今や積極的に金融刺激を拡大するのか。イランはサウジアラビアとの対立を激化させるのか。トランプ大統領は次に何をツイートするのか。 こうした環境ではポートフォリオ構築の手腕が試されます。我々はこれらすべての問いについて見解を持っていますが、確信度は通常よりやや低めです。投資家が取るべき対応は、最も起こりそうなシナリオすべてにおいてポートフォリオが強靭であるように資産配分を計画することです。 我々は世界の製造業サイクルがまもなくボトムに達すると予想しています。グローバル先行経済指標はすでに回復しており、グローバルPMIも底打ちの兆候を示しています(チャート 1)。最短期の先行指標であるシティグループ経済サプライズ指数は、欧州を除くすべての地域で最近急上昇しました(チャート 2)。(サイクル底のより風変わりな指標については、7ページのクライアントが尋ねていることも参照してください。)底打ちの要因は、この9か月間の金融環境の緩和、 中国成長の安定化、そして単純に時間の経過です。製造業サイクルの下落局面は典型的に18か月続き、このサイクルは2018年上半期にピークをつけました。 チャート 1底打ちの最初の兆候 底打ちの最初の兆し 底打ちの最初の兆し チャート 2予想外に強いサプライズ 驚くほど強いサプライズ 驚くほど強いサプライズ     同時に、国債利回りはさらに上昇余地があるはずです。Fedはあと一度利下げする可能性がありますが、米国経済の堅調さを踏まえるとそれ以上にはならないでしょう。これはフェドファンド先物が織り込んでいる今後12か月の59ベーシスポイントの利下げよりも小さい幅です。最近の経済サプライズの持ち直しは、米10年国債利回りが少なくとも6か月前の水準である2.3~2.4%に戻ることを示唆しています(チャート 3)。ただし、例えば米中貿易協議の破綻のような政治的緊張の高まりがあると、この動きは遅れる可能性があります(チャート 4)。 チャート 3長期金利はさらにリバウンドへ... 長期金利、さらに反発へ... 長期金利、さらに反発へ... チャート 4...しかし地政学的緊張は依然リスク ...しかし地政学的緊張は依然としてリスクである ...しかし地政学的緊張は依然としてリスクである これは、今後数四半期にわたり株式が債券をアウトパフォームし続ける可能性が高いことを意味し、我々は12か月の投資期間でグローバル株式をオーバーウェイト、グローバル債券をアンダーウェイトの立場を維持しています。ただし、この明るいシナリオに対するリスクは増しています。我々は第二次世界大戦以降、ほぼ18か月前にほぼすべての景気後退を的中させてきたイールドカーブの逆イールド化を依然として懸念しています(チャート 5)。3か月/10年のカーブは今年中頃に逆イールド化しました。また、製造業部門の弱さが消費者信頼感を損なうことを懸念しています。これは欧州と日本にいくつかの兆候がありますが、米国ではまだ顕著ではありません(チャート 6)。したがって先月、景気後退に対するヘッジとして我々はキャッシュをオーバーウェイトしました。リスク/リワードの観点から、債券よりもキャッシュをより魅力的なヘッジとみなしています。 チャート 5イールドカーブのメッセージを無視できますか? イールド・カーブからのメッセージを無視できますか? イールド・カーブからのメッセージを無視できますか? チャート 6消費者信頼感の弱さのいくつかの兆候 消費者信頼感の弱まりを示すいくつかの兆候 消費者信頼感の弱まりを示すいくつかの兆候     我々はまた、ベータが低く他地域の株式ほど構造的逆風が少ない米国株式を引き続きオーバーウェイトします。ただし、中国のより大胆な刺激策の恩恵を受けるであろう、より景気循環性の高い株式市場への参入ポイントを引き続き探しています。中国の金融緩和はこれまでの景気刺激局面に比べてなお慎重です。国内活動を安定化させるにはおそらく十分でした(チャート 7)が、2016年のように工業用コモディティ価格や新興市場資産、ユーロ圏株式のラリーを引き起こすほどではありません。グローバルPMIの上昇と中国の信用成長の強まりの兆候は、明らかに新興市場と欧州を助けるでしょう(チャート 8)が、我々が実際にそれらが起きているとより高い確信を持つまではその動きを取ることはしません。その間、欧州株がアウトパフォームし始めた場合に有利になるはずのため、我々は上振れリスクをヘッジする目的でグローバルの金融セクターを戦術的にオーバーウェイトに引き上げています。今年初めには、より積極的な中国刺激による上振れリスクをヘッジするためにインダストリアルズをオーバーウェイト、オーストラリア株式をニュートラルに引き上げました。 チャート 7中国の刺激は成長を単に安定化させただけ 中国の景気刺激策は成長を単に安定させただけに過ぎない 中国の景気刺激策は成長を単に安定させただけに過ぎない チャート 8欧州と新興市場は最も景気循環的な市場 欧州と新興市場は最も景気循環性の高い市場だ 欧州と新興市場は最も景気循環性の高い市場だ     チャート 9原油価格の急騰はしばしば景気後退に先行する 原油価格の急騰は景気後退に先行することが多い。 原油価格の急騰は景気後退に先行することが多い。 我々の楽観的なシナリオに対する最大の地政学的リスクは、サウジの石油精製施設への攻撃後の中東情勢です。過去50年のすべての景気後退は、原油価格の前年同月比100%の急騰に先行されてきました(ただし、この事態が現実となるにはブレントが年末までに現在の61ドルから100ドル超へ上昇する必要があります(チャート 9   チャート 10原油のリスクプレミアムは低すぎるのか? 四半期ポートフォリオ見通し:全方位のヘッジ 四半期ポートフォリオ見通し:全方位のヘッジ   ギャリー・エヴァンス、シニア・バイス・プレジデント チーフ・グローバル・アセット・アロケーション・ストラテジスト garry@bcaresearch.com     クライアントが尋ねていること 世界成長の反発のタイミングを図るために投資家はどの先行指標を注視すべきか? チャート 11世界成長に関するポジティブなシグナル ユーロ圏の製造業は底打ちに近いか? 世界経済の成長に対するポジティブなシグナル ユーロ圏の製造業は底打ちに近いか? 世界経済の成長に対するポジティブなシグナル 2019年の世界的な成長鈍化は、債券ラリーとディフェンシブ資産のアウトパフォーマンスの主要因でした。したがって、この下落がいつ反転するかのタイミングを見極めることは極めて重要です。反転はディフェンシブから景気循環性の資産へのリーダーシップの交代ももたらすからです。では、どのようにしてこれを行うか。以下に、過去に世界経済に関する信頼できる先行シグナルを提供してきた我々のお気に入りの指標を三つ挙げます。 キャリートレードのパフォーマンス:非常に高いキャリーを持つ新興国通貨の対円でのパフォーマンスは、世界成長の先行指標となる傾向があります(チャート 11, パネル1)。一般に、キャリートレードは資金が豊富だが利回りが低い国(日本のような)から、貯蓄不足でリスクは高いが見込み収益が高い国へ流動性を分配します。これらの通貨のポジティブなパフォーマンスは、世界的な流動性の改善を示す傾向があり、通常は世界成長を後押しします。 スウェーデンの在庫サイクル:スウェーデンの受注在庫比率は世界の製造業サイクルの先行指標です(パネル2)。なぜか。スウェーデンは小さな開放経済であり、世界成長のダイナミクスに非常に敏感です。さらに、スウェーデンの輸出は中間財に重心が置かれており、これはグローバルなサプライチェーンの早い段階に位置します。これによりスウェーデンの在庫サイクルは世界の製造業サイクルの良い早期のバロメーターとなります。 G3のマネタリートレンド:G3の実質的なマネーサプライ超過(マネーサプライ成長率と貸出成長率の差として測定)は、世界の工業生産の先行指標です(パネル3)。ベースマネーと預金が既存の貸出プールに対して銀行システム内でより豊富になると、商業銀行の流動性ポジションは改善します。これにより銀行はより多くの貸出成長を生み出す燃料を得られ、最終的に経済活動に追い風を提供します。 重要なのは、これらすべての先行指標が世界経済に対してポジティブなシグナルを送っていることです。これは、世界成長が強まるにつれて金利は上昇すべきだという我々の見解を裏付けます。したがって、投資家はポートフォリオで株式をオーバーウェイト、債券をアンダーウェイトのままにしておくべきです。   ユーロ圏の銀行を買う時期か? 2018年12月のユーロ圏の銀行に関するスペシャルレポートでは、「歴史的に、相対P/Bディスカウントが下限バンドに達し、相対配当利回りが上限バンドに達したとき、相対リターンの反発が期待できる」と指摘しました。1 当時の我々の推奨は「長期投資家はこの地域の銀行を避けるべきだが、より戦術的な権限を持ち、機動的なスタイルの投資家は評価指標を利用して銀行への出入りを短期トレードとして『タイミング』できる」というものでした。 それ以降、銀行は市場全体を10%以上アウトパフォームできずに引き続きアンダーパフォームし、相対的な評価指標をさらに押し下げました。現在、相対P/Bと相対配当利回りはともに、歴史的に少なくとも短期的な反発を予告してきた極端な水準にあります。 ユーロ圏のPMIはまだ50を下回っていますが、ユーロ圏経済が今年後半に持ち直す兆候があり、これは銀行の相対的な収益にとってポジティブになるはずです。すでに、フォワードの1株当たり利益(EPS)成長は幅広い市場に対して安定化しています(チャート 12、パネル4)。 さらに、2018年12月当時の主要な懸念材料の二つはイタリア政府債務と量的緩和(QE)の巻き戻しでした。現在、イタリア債務はもはや危機的な状況にはなく、ECBはQEを再開しています。 したがって、戦術的な権限を持ち機動的に運用できる投資家はユーロ圏の銀行を買う(オーバーウェイト)べきです。長期投資家は構造的な問題が残っているため、依然としてこのような短期トレードは避けるべきです。 チャート 12戦術的にユーロ圏の銀行をアップグレード 戦術的にユーロ圏の銀行を格上げ 戦術的にユーロ圏の銀行を格上げ  金相場の上昇は終わったのか? スポット金価格は年初来で17%上昇しており、その背景には世界的な成長鈍化、ハト派に傾いた中央銀行、そして高まる政治的緊張がある。投資家は今、金のエクスポージャーを削減すべきだろうか。常識的にはそうすべきだろう。しかし、今回は通常の時期ではない。 短期的には、テクニカル面での買われ過ぎと行き過ぎたポジティブなセンチメントのために一部利益確定が入り、金価格は下押しを受ける可能性がある(チャート13、パネル1)。さらに、今年の金価格の動きは中央銀行の緩和期待の高まりによるところが大きい(パネル2)。今後、市場は利下げが限定的にとどまることに失望する可能性があり、それが金の下落圧力となり得ると予想する。 他方で、現在世界の債務の約27%、すなわち14.9兆ドルがマイナス利回りであるため、投資家は次善の資産である利回りゼロの金へ引き続きシフトしていくだろう(パネル3)。中央銀行と投資家の双方によるここ数年の金保有増加(パネル4・5)からもこれが明らかである。投資家がマイナス利回りを回避し資本保全に重点を置く動きが続く限り、この傾向は持続すると見ている。 年初以来、地政学的緊張は強まっている:米中間の継続するが決定的でない貿易交渉、さらなる関税の実施、ブレグジットの不確実性、そして中東での最近の軍事攻撃(パネル6)。このような環境は金価格を押し上げ続けるはずだ。 我々は引き続き、今後12か月で加速すると見ているインフレに対するヘッジとして、また世界成長や地政学的状況のさらなる悪化に対するヘッジとして金を推奨する。 Chart 13Gold: Sell Or Hold? ゴールド:売却か保有か? ゴールド:売却か保有か? 楽観的シナリオへのリスクは高まっている。我々は依然として逆イールド曲線を懸念している。逆イールド曲線は第二次世界大戦以降のすべての景気後退を正確に予測してきた。 金利はどこまで下がり得るか? ゼロ下限は過去のものだ。先月、デンマーク中央銀行は金利を-0.75%に引き下げ、スイスの10年国債は主要国として歴史的最低水準の-1.12%に達した。次の景気後退において、理論上金利はさらにどこまで下落し得るだろうか? 個人にとって、紙幣の保管コストが現金金利の下限を制約する可能性がある。紙幣自体は利回りゼロだからだ(政府が現金を禁止する方法や年会費を課す方法を見出さない限り)。銀行の貸金庫は年間約300ドル、また100万ドルを保管するのに十分なプロ用金庫(100ドル札の山で31 x 55 cm、重さ約10kg)は設置費を含め約2,000ドルである。後者を10年で償却すれば、100万ドルの保管コストは年率約0.2%〜0.3%になる。スイスフラン紙幣(最高額面CHF1,000)は保管コストがより低くなるだろう。しかし、現物金の保管コストは年率約2%である。 金利がこれを下回っている場合、他の制約が存在するはずだ。個人が現金を保管することは危険であり、確実に非常に不便である(税金の支払いのために現金を銀行に運ばなければならないことを想像してみてほしい)。また、例えば10億ドル(重さ10トン)を保管する個人や企業のコストははるかに高くなるだろう。低金利国の歴史を踏まえると(チャート14、パネル1)、現金保有者が政府短期債の銀行預金の代替を模索し始める水準は概ね-1%前後だと我々は考えている。 Chart 14How Low Can They Go? どこまで下がるのか? どこまで下がるのか? Chart 15Yield Curves When Rates Are At Zero Or Below 金利がゼロ以下のときのイールドカーブ 金利がゼロ以下のときのイールドカーブ   長期側では、短期金利がゼロまたはマイナスのときにイールドカーブが大きく逆転することは通常ない(チャート15)。今年初めにスイスで観測された3か月/10年の最大逆イールドは-0.05%だった。 したがって、どこであれ10年債の絶対的な最低水準は、たとえ厳しい景気後退の只中であっても概ね-1.1%付近であろうという示唆になる。 これは資産配分担当者にとっての懸念材料だ。現在の水準(スイス-0.8%)からスイス国債が取り得る数学的最大上昇幅は3%であり、ドイツ国債(現-0.5%)では5%である。これはあまり有効なヘッジとは言えない。米国だけが相対的に有利に見える:10年物米国債利回りが0%に低下した場合、トータルリターンは18%になる。   世界経済 Chart 16U.S. Growth Remains Solid 米国の成長は堅調を維持 米国の成長は堅調を維持 概観:世界的に産業部門の成長は弱く、多くの国で製造業PMIが50を下回っている。しかし、消費とサービスはほぼすべての地域で持ち堪えており、製造業比重の高いユーロ圏でも例外ではない。製造業の底打ちの兆しが断続的に見られるが、本格的な回復は中国におけるさらなる金融緩和の規模に依存するだろう。中国当局は2016年に行ったほどの大規模な緩和を展開することには慎重な姿勢を崩していないようだ。 米国:米国の製造業は既に世界の他地域に続いて収縮局面に入っており、ISM製造業景況指数は8月に50を下回った(チャート16、パネル2)。しかし、消費とサービスは概ね好調を維持している。雇用は拡大を続けている(ただし昨年よりやや鈍いペースで、求職者不足が一因かもしれない)、解雇の増加は見られず、消費者信頼感は依然として歴史的高水準に近い(9月にわずかに低下した)。住宅は昨年の減速後に回復しており、最近の議会での予算合意により今後12か月は財政政策がやや拡張的になる見込みだ。設備投資(パネル5)のみが、貿易戦争を巡る不確実性のために企業が投資判断を先送りしている影響で鈍化している。コンセンサスは今年の米国実質GDP成長率を2.2%と見込んでおり、多くの潜在成長率の推定を上回っている。 ユーロ圏:製造業の比重が高いため、欧州の成長は米国より弱い。製造業PMIは2月以来50を下回り、8月にはさらに45.6に低下した。鉱工業生産は前年比で2%縮小している。イタリアは2四半期のマイナス成長を経験しており、ドイツも第3四半期にテクニカルリセッションに入る可能性がある(第2四半期はGDPが0.1%縮小した)。しかし、製造業の底打ちの兆候は断続的に見られる:例えば9月のZEW調査は上振れのサプライズとなった。また、米国同様に消費は強い。製造業比重の高いドイツでも雇用は増加を続け、7月の小売売上高は前年同月比で4.4%増だった。一方、英国ではブレグジットを巡る不確実性が企業の投資を損なっているが、雇用は堅調である。2 Chart 17First Signs Of A Rebound In The Rest Of The World? 世界のその他地域で反発の兆候が見え始めたか? 世界のその他地域で反発の兆候が見え始めたか? 日本:消費は既に低下しており、10月に予定された消費税率の引き上げ前でさえ落ち込んでいる。7月の小売売上高は前年比で2%減少し、賃金のマイナス成長と消費者センチメントの5年ぶりの低水準への低下が原因である。製造業は中国の減速と強い円(過去12か月で6%上昇)の影響を受け続けており、輸出は6%減、鉱工業生産は過去3か月で前年比2%減少している。消費税率引上げの影響は自動車税の軽減や高校教育の無償化といった政府の措置により緩和される可能性があるし、中国成長の回復が輸出を押し上げるだろう。しかし、活動の底打ちの兆候はまだ乏しい。 新興市場:中国の成長は安定化しているように見え、製造業・非製造業の両PMIが50を上回っている(チャート17、パネル3)。しかし、景況感は脆弱で、小売売上高の伸びは20年ぶりの低水準に鈍化し、自動車販売は8月に7%減少した。これは新排出基準適合車の導入にもかかわらずである。当局は追加の緩和策(9月の預金準備率の追加引き下げを含む)で対応したが、2016年のような本格的な金融刺激を再度実施することには消極的なようだ。他の新興国では、構造的な問題を抱える国で成長が鈍化している(アルゼンチンの最新の前年比実質GDP成長率は-5.7%、トルコは-1.5%、メキシコは-0.8%)が、他方で比較的堅調なのはインド5%、インドネシア5%、ポーランド4.2%、コロンビア3.4%である。 金利:ほぼすべての中央銀行がハト派に転じており、FRBは2回目の利下げを行い、ECBは資産買入れを再開し、日銀は10月に緩和を示唆した。しかし、さらなる金融緩和は市場の期待よりも小幅にとどまる可能性が高い。FRBは今回の利下げを中間的な修正に過ぎないと示し、追加緩和は考えにくいと示唆した。ECBと日銀には利用可能な手段がほとんど残っていない。成長の底打ちの兆しと、中央銀行のハト派転換が終盤に差し掛かっているという市場の理解を踏まえ、既に米国で1.45%から9月に1.72%へと上昇している長期金利はさらに上昇する可能性が高い。投資家はまた、米国のインフレに注意深く注視すべきである。基調の強さを示す兆候があり、コアCPIは8月に前年比2.4%上昇している(過去3か月の年率換算では最大3.4%に達する)。   世界株式 Chart 18Has Earnings Growth Bottomed? 利益の伸びは底を打ったか? 利益の伸びは底を打ったか? 依然として慎重だが、上方リスクに対するヘッジを追加:地政学的リスクや弱まる経済指標といったヘッドラインリスクにもかかわらず、グローバル株式は第3四半期に8ベーシスポイントの小幅な損失にとどまった(チャート18)。総じて、我々のディフェンシブな国別配分は第3四半期によく機能した。先進国(DM)株式は新興国(EM)を4.5%上回り、米国はユーロ圏を2.8%上回った。 ただしセクター配分は期待通りにはいかなかった。ユーティリティーと生活必需品のアンダーウェイト、および資本財、エネルギー、ヘルスケアのオーバーウェイトがすべて逆方向に動いたためである。とはいえマテリアルのアンダーウェイトが損失の一部を相殺するのに寄与した。 四半期の間、債券利回りの大きな変動に合わせて、グローバル株式の世界ではセクターおよび国別のローテーションが明確に見られた。9月には先進国/新興国、米国/ユーロ圏、景気循環株/ディフェンシブ株で一部の反転が確認された。 今後について、BCAのハウスビューは世界経済成長がここ数か月のうちに回復し始めるという見方を維持しているが、以前に予想したよりやや遅れると予想している。したがって、我々のディフェンシブな国別配分は依然として適切だ。4月にユーロ圏と新興国株をアップグレード監視リストに入れたが、世界的な回復の遅れはまだその判断を発動する時ではないことを示している。3 我々は債券利回りが底を打ったとの見方を持っているため4、グローバルのセクター配分で1つ調整を行い、金融セクターをニュートラルからオーバーウェイトへ格上げする。資金はヘルスケアのダブルオーバーウェイトを半分にしてオーバーウェイトに削減することで賄う(詳細は次ページ参照)。この調整は、1) ユーロ圏が米国をアウトパフォームする場合、2) 今後の米国大統領選でエリザベス・ウォーレンが勝利する場合、という二つの可能性に対するヘッジにもなる。5  グローバル金融株をニュートラルからオーバーウェイトへ格上げ Chart 19Upgrade Global Financials グローバル・ファイナンシャルズをアップグレード グローバル・ファイナンシャルズをアップグレード グローバルの金融株の総株式市場に対する相対パフォーマンスは、グローバル債券利回りの動きに大きく影響を受けてきた(Chart 19、パネル1)。9月に債券利回りが急反転したのに伴い、金融株の相対パフォーマンスも反転した。ただし、近年にわたり金融株が幅広い市場に対して大きくアンダーパフォームしてきたことから、チャート上ではほとんど見えない。 債券利回りの急反転がどの程度持続するかは明確ではないが、BCAのハウスビューでは今後9~12か月で債券利回りは上昇すると見ている。したがって、以下の追加的な理由により金融株をニュートラルからオーバーウェイトへ格上げする。 バリュエーションはパネル2に示されているように非常に魅力的である。さらに重要なのは、相対バリュエーションが現在、歴史的に金融株の相対パフォーマンスの反発を予告してきた極端な水準にあることである。 ローンの質が改善している。米国の不良債権(NPL)比率は世界金融危機(GFC)前に達した底に近づいている。スペインやイタリアにおいてもNPL比率は大幅に低下しているが、GFC前の水準よりは依然高いままである(パネル3)。 米国の消費は堅調で、住宅は回復し、ローン需要は強まっている(パネル4)。シティ・エコノミック・サプライズ・インデックスなどのデータと一致しており、経済指標が底入れした可能性を示唆している。 この格上げを資金繰りするため、ヘルスケアのダブル・オーバーウェイトをオーバーウェイトに引き下げた。これは、来年の米大統領選でエリザベス・ウォーレンが勝利し医薬品価格規制を厳格化するリスクへのヘッジである。 国債 デュレーションはややアンダーウェイトを維持。 第3四半期の最初の2か月間、我々のベンチマーク比デュレーション縮小の判断はグローバル債券市場によって大きく試された。米国の10年物国債利回りは9月3日に1.43%を付けたが、これは米国のISM製造業指数が予想を下回ったことを受けたもので、前四半期末の水準より57ベーシスポイント低く、2016年7月6日に記録した歴史的低水準1.32%をわずかに上回る水準だった。ただし、9月5日以降の債券利回りの反発は、米中貿易政策の起伏だけでなく、Chart 20に示される通り経済指標のサプライズがポジティブだったことにも牽引されている。 BCAのグローバル・デュレーション・インジケーターは、当社のグローバル・フィクスト・インカム・ストラテジーチームが複数の先行経済指標を用いて構築したもので、今後世界的に利回り上昇を示唆している。投資家は今後9~12か月間、デュレーションをややアンダーウェイトで維持すべきである。 名目債よりインフレ連動債を優先。 グローバルのインフレ期待も、四半期の最初の2か月間に続いた下降トレンドの後に反発している。これは主に8月にコアCPI、コアPCE、平均時給といった実現インフレ指標が加速したことを反映している。加えて、歴史的に原油価格の変化はインフレ期待と良好な相関を持つ傾向がある。サウジアラビアの石油生産施設への攻撃を受けて原油価格は一時20%急騰した。中東の地政学的緊張がどのように進展するかは不透明だが、サウジ側が主張するように失われた生産の70%を復旧できると仮定すると、OPECの余剰生産能力(日量約180万バレル)が市場の均衡を保ち、残る失われた生産をカバーできるはずである。年末まで原油価格が横ばいで推移するという保守的な前提でも、インフレ期待ははるかに高まる方向にあり、これが名目債よりインフレ連動債を支持する根拠となる。日本およびオーストラリアにおいても、それぞれの名目債よりインフレ連動債を好む(Chart 21)。 Chart 20Bond Yields Have Hit Bottom 債券利回りは底を打った 債券利回りは底を打った Chart 21Favor Inflation Linkers リンク債を選好 リンク債を選好 より大胆な中国の景気刺激が実現した場合に恩恵を受ける、景気循環性の高い市場への参入機会を引き続き探している。 社債 我々がフィクスト・インカム・ポートフォリオ内で景気循環的にクレジットをオーバーウェイトに転じて以来、投資適格社債とハイイールド債は、それぞれデュレーションを合わせた国債に対して220および73ベーシスポイントの超過リターンを生み出している。 我々は今後12か月のクレジット見通しに対して引き続き強気である。年末までにグローバル成長が加速すると予想しているからである。歴史的に見ると、グローバル成長の改善はクレジットが国債に対して持続的にアウトパフォームすることをもたらしてきた。さらに、貸出基準が緩和を続けていることを踏まえれば、デフォルト率は今後1年にわたり抑制されると見られる(Chart 22、パネル1)。 どのくらいの期間クレジットをオーバーウェイトにするのか。米国企業債市場における高いレバレッジ水準、利息支払能力(interest coverage ratio)の低下、およびBaa格付け債の比率の高さは、構造的にクレジットをリスクの高い選択肢にしている。しかし、インフレ期待が依然として非常に低いため、FRBは金融政策を緩和的に保つインセンティブが強い。このハト派的な金融政策は金利コストを抑え、クレジットが今後1年でアウトパフォームするのを助けるだろう。 とはいえ、魅力的なクレジットのカテゴリーには差があると我々は考えている。具体的には、Baa格付けとハイイールド証券を優先することを推奨する。これらのクレジット・バケットにはさらなるスプレッド圧縮の余地が残されているためである(パネル2およびパネル3)。一方で、最上位の信用カテゴリーはもはやバリューを提供していないため避けるべきである(パネル4)。 Chart 22Baa-rated And High-Yield Credit Offer The Most Value Baa格付けおよびハイイールド・クレジットは最も高い価値を提供する Baa格付けおよびハイイールド・クレジットは最も高い価値を提供する   コモディティ Chart 23No Supply Shock In The Oil Market 四半期ポートフォリオ見通し:全方位でのヘッジ 四半期ポートフォリオ見通し:全方位でのヘッジ エネルギー(オーバーウェイト):9月のドローン攻撃はサウジの原油施設に対する供給懸念を引き起こし、攻撃直後の数日間で原油価格は最大で約20%上昇したが、その後攻撃前の水準まで下落した。初期の推計では供給障害は日量約570万バレル、つまり世界供給量の約5.5%に相当し、史上最大の原油供給停止となった。ただし、サウジが主張するように失われた生産の70%を復旧できると仮定すれば、OPECの予備能力である日量約180万バレルが市場を均衡させ、残る失われた生産をカバーできるはずである。より長期的には、経済成長の回復に伴う世界的な原油需要の伸びと供給の緊張が原油価格を押し上げる見込みで、ブレントは今年70ドルに達し、2020年は平均74ドルになると予想される(Chart 23、パネル1およびパネル2)。 工業用金属(ニュートラル):年初来の中国当局による消極的な刺激策と2019年第2四半期・第3四半期の米ドル高が工業用金属のスポット価格を押し下げてきた。しかし、中国政府は9月に追加の刺激策を発表し、インフラ事業の資金調達のためのさらなる債券発行や金融緩和を行うと表明した(パネル3)。これにより、今後6~12か月で工業用金属価格に上振れ余地が出るはずである。 貴金属(ニュートラル):年初来の力強いパフォーマンスを踏まえつつも、我々は金に対して依然としてポジティブである。金は景気後退、インフレ、地政学リスクに対する優れたヘッジと見なせるからである。金については第9ページのクライアントからの質問セクションで詳述している。銀も短期的には魅力的に見える。過去20年で銀の利用用途の性質は変化し、主に工業用素材としての側面から、安全資産としての貴金属的側面が強まっている。金と銀の価格の相関は世界金融危機前の平均0.5から危機後は0.8へと上昇している(パネル4およびパネル5)。グローバル成長と政治的不確実性が今後数か月で銀価格を支えるだろう。 通貨 米ドル:4月にニュートラルに転じて以来、貿易加重ドルは2.5%上昇している。利回りの急落は金融条件を緩和し、年末の第4四半期に世界成長を下支えする公算が大きい。米ドルは逆景気循環的な通貨であるため、世界的な成長の回復局面は歴史的にドルにとってネガティブであった。 ユーロ:4月に強気に転じて以来、EUR/USDは2.7%の下落となっている。全体として、我々は景気循環的な時間軸においてEUR/USDに対して引き続きポジティブである。ECBが金利を10ベーシスポイント引き下げ、追加の量的緩和を発表した後、ユーロ圏が米国に対してさらに緩和を続ける余地はあまり残っていない(Chart 24、パネル1)。加えて、ユーロ圏の利益成長見通しが米国に比べて改善することが期待されれば、資金フローは欧州へ向かい、それがEUR/USDを押し上げるだろう(パネル2)。 新興国通貨:当面の間、新興国通貨に対しては弱気の見方を維持する。ただし、年末に向けては格上げ監視中である。世界成長が反転しつつある兆候が複数みられ、これは歴史的に記録的に低い債券利回りがもたらす緩和的な金融環境の結果である。さらに、新興国成長の主要エンジンである中国における限界的な消費傾向(M1成長率とM2成長率の差で代理される)は、新興国通貨のさらなる上昇を示唆し続けている(パネル3)。 Chart 24Interest Rate And Profit Expectation Differentials Favor The Euro ユーロはまもなく急騰するかもしれない。金利と利益期待の差がユーロに有利だ。 ユーロはまもなく急騰するかもしれない。金利と利益期待の差がユーロに有利だ。     オルタナティブ Chart 25Favor Hedge Funds Untill Global Growth Bottoms グローバル成長が底打ちするまでヘッジファンドを推奨 グローバル成長が底打ちするまでヘッジファンドを推奨 リターン増強策:過去12か月にわたり、我々は投資家に対してプライベート・エクイティの配分を減らし、ヘッジファンド、特にマクロ・ヘッジファンドへの配分を増やすことを推奨してきた。これは、我々の判断として景気サイクルが後期にあるためである。成長が今後数か月で回復すると期待しているが、現時点のデータではまだ明確ではない(Chart 25、パネル1)。この不確実なマクロ環境は、特にマルチプルの上昇と買収競争の激化という環境下でプライベート・エクイティにとって厳しいものとなるだろう。グローバル・マクロ・ヘッジファンドは次の景気後退に先立つ最良のヘッジであると引き続き見ており、非流動性資産への配分を変更するには時間がかかるため、投資家には今のうちに資金を配分することを勧める。 インフレ・ヘッジ:現状では、TIPSは非流動性のオルタナティブ資産よりも優れたインフレ・ヘッジである可能性が高い。2019年5月のスペシャルレポート8は、インフレが上昇しているが依然として比較的低い(2.3%未満)局面では、TIPSが特に魅力的なリスク調整後リターンを生み出すことを示している。したがって、FRBがハト派を維持し、金利をもう一度引き下げるかもしれない一方でインフレの中程度の加速を容認するという我々の見通しの下では、TIPSは今後数か月の環境で良好に推移するはずである(パネル2)。 ボラティリティ抑制策:ストラクチャード・プロダクツ、主にモーゲージ担保証券(MBS)は、ポートフォリオのボラティリティを低減する点で優れた実績を持っている(パネル3)。それにもかかわらず、現在の評価は必ずしも魅力的ではないため、MBSへの配分はニュートラルを超えて推奨しない。今シーズンは長期金利が100ベーシスポイント以上低下し、借り換え活動が活発化しているにもかかわらず、名目ベースのMBSスプレッドは史上最低水準付近にとどまっている。ただし、国債利回りが底打ちするにつれて借り換えは減速し、スプレッドに下押し圧力がかかると予想している。当社見解に対するリスク 最も起こり得る上方リスクは、FRB(米連邦準備制度理事会)が過度にハト派になり、対応が遅れることである。米国の基調的なインフレ圧力は依然として強い(コア消費者物価指数は過去3か月で年率換算3.4%上昇)。2回の利下げ後、フェデラルファンド金利は現在中立金利を大きく下回っている:実質で0.1%、Laubach‑Williamsのr*は0.8%に対してである(チャート26)。マネー・マーケットのタイトさからFRBは再びバランスシートの拡大を開始している。来年に製造業の成長が加速し、賃金と利益が上昇し始めれば、1999年のような株式市場のメルトアップが起こり得る。しかし最終的には、インフレを抑えるためにFRBは利上げ(場合によっては急激な利上げ)を行う必要があり、それが次の景気後退を招く可能性がある。 下方リスクの範囲はより広い。 本四半期報告全体で論じた通り、景気後退の引き金になり得る要因は様々ある:特に中国が景気刺激に失敗することや、消費者の信頼の喪失などである。一部の景気後退モデルは今後12か月のリスクを最大30%と見積もっている(チャート27)。構造的に見て、最大のリスクはおそらく米国における企業債務の高水準である(チャート28)。昨年12月に短期間観測されたようなジャンク債市場の崩壊は、今後18か月で満期を迎える大量の債務を企業が借り換えできなくなる事態を招く可能性がある。 地政学的リスクも依然として高止まりしており、その性質上予測が困難である。ブレグジットの帰結は依然として非常に不確実であるが、合意なき離脱のリスクは低いと見ている。米中の貿易協議は包括的な合意なく長期化すると予想しており、明確な決裂はネガティブである。トランプ大統領の弾劾はおそらく市場にとって重大な出来事ではないが、市場心理を一時的に悪化させる可能性がある(特にそれがエリザベス・ウォーレンの当選可能性を高める場合)。イランとサウジ間の紛争がエスカレートする可能性もある。これらの脅威を織り込むためにリスクプレミアムは上昇する必要があるかもしれない。 チャート26FRBは過度にハト派になっているのか? 米FRBはハト派に傾きすぎているのか? 米FRBはハト派に傾きすぎているのか? チャート27景気後退のリスクはどの程度か? 景気後退のリスクは? 景気後退のリスクは? チャート28企業債務が最大のリスクか? 企業債務は最大のリスクか? 企業債務は最大のリスクか?   脚注 1詳細はグローバル・アセット・アロケーション・スペシャル・レポート、「ユーロ圏の銀行:バリュー・プレイかバリュー・トラップか?」2018年12月14日付、gaa.bcaresearch.comで入手可能。 2詳細はフォーリン・エクスチェンジ・ストラテジー・スペシャル・レポート、「英国:循環的減速か構造的停滞か?」2019年9月20日付、fes.bcaresearch.comで入手可能。 3詳細はグローバル・アセット・アロケーション・クォータリー、「クォータリー - 2019年4月」2019年4月1日付、gaa.bcaresearch.comで入手可能。 4詳細はグローバル・インベストメント・ストラテジー・ウィークリー・レポート、「債券利回りは底を打った,」2019年9月6日付、gis.bcaresearch.comで入手可能。 5詳細はグローバル・インベストメント・ストラテジー・ウィークリー・レポート、「エリザベス・ウォーレンと市場,」2019年9月13日付、gis.bcaresearch.comで入手可能。 6Dmitry Zhdannikov and Alex Lawler “独占:サウジの石油生産、当初予想より速く回復へ-関係筋,” ロイター、2019年9月17日付。 7詳細はジオポリティカル・ストラテジー・スペシャル・アラート、「サウジの重要インフラへの攻撃は米国の対応に疑問を投げかける」2019年9月16日付、gps.bcaresearch.comで入手可能。 8詳細はグローバル・アセット・アロケーション・スペシャル・レポート、「インフレ・ヘッジのための投資家ガイド:インフレ上昇時の投資方法」2019年5月22日付、gaa.bcaresearch.comで入手可能。 GAA アセット・アロケーション