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Dear Client, I am on the road this week meeting clients. Instead of our regular Weekly Report, we are sending you a piece written by my colleague Brian Piccioni, head of our Technology Sector Strategy Service. In this Special Report Brian discusses how the limitations of Bitcoin and other cryptocurrencies make them extremely speculative investments. Furthermore he discusses the possibilities of blockchain technology for the financial service industry going forward. Best regards, Mathieu Savary, Vice President Foreign Exchange Strategy Feature Summary Modern cryptocurrencies (virtual currencies based on cryptographic methods) originated with the introduction of blockchain technology and the simultaneous launch of Bitcoin. As we noted in our February 9, 2016 Special Report "Bitcoin and Blockchain Technology": Bitcoin has numerous deficiencies which expose its users to fraud; Governments are concerned with use of cryptocurrencies for money laundering, tax evasion, and other criminal activities; The market for Bitcoin is unregulated, liquidity is low, and there is good reason to be suspicious of market quotes for the currency; It is unlikely any virtual currency will become a form of legal tender absent government oversight; and Any investment in Bitcoin related activities should be viewed as highly speculative. In contrast, blockchain technology associated with Bitcoin: Can be applied by the financial services industry to reduce fraud and improve transaction times; Can reduce overhead associated with maintaining a trusted intermediary; Blockchain-related technologies are open and it is hard to imagine that any derivative technology would not be. Therefore, any unusual returns associated with knowledge of the mathematics or applications of blockchain are likely to be transient in nature. The technology itself, however, may lead to significant improvements in the velocity and security of certain types of transactions. Recent Developments Japan Legalizes Cryptocurrencies While we stand by our original analysis, it appears that Japan has allowed the use of virtual currencies effective April 1, 2017, albeit with significant oversight. Requirements include minimum capital levels and annual audits for exchanges. It is unclear to us why the Japanese government saw fit to introduce these changes, and it remains to be seen whether such oversight will be effective. Introduction Of Blockchain As Service Microsoft,1 IBM,2 and Deloitte3 have introduced blockchain services which should facilitate adoption by their traditional clients. We refer readers to the footnotes to explore the quickly changing nature of these firms' offering and we expect that other firms offering software and IT consulting for large enterprise clients will likely also introduce blockchain-related products. Although purists might observe that a centralized approach to blockchain removes the benefits of a distributed leger (see below), it also allows for the correction of many of blockchain's deficiencies (namely anonymity and irreversible transactions). This would make it more applicable in a regulated environment, assuming the implementation incorporates safeguards equivalent to a distributed ledger. Bitcoin Hype Appears To Be Subsiding While Enterprise Interest Is Growing Although we still see some coverage of the day-to-day moves in Bitcoin pricing, we get the sense that hype over cryptocurrencies is subsiding. Online discussions regarding speculating in cryptocurrencies appear to be less excited and neo-Libertarians appear to have moved on. Meanwhile, it seems that financial institutions are taking blockchain technology more seriously, and a large majority of financial services firms expect to deploy blockchain-related technologies over the next few years,4, 5 though some are more cautious on timing.6 Virtual Currencies And Bitcoin According to the ECB, a virtual currency: "... is defined as a digital representation of value, not issued by a central bank, credit institution or e-money institution, which in some circumstances can be used as an alternative to money"7 The IMF has produced Figure 1 which explains the differences between virtual, digital, and cryptocurrencies. Bitcoin was described in a 2008 paper "Bitcoin: A Peer-to-Peer Electronic Cash System".8 The paper outlines a technique (see Figure 2) which does away with the need for a trusted intermediary in executing secure transactions through the use of public key encryption and timestamps. Figure 1Overview Of Virtual Currencies Blockchain And Cryptocurrencies Blockchain And Cryptocurrencies Figure 2Simplified Diagram Of Bitcoin And Blockchain Function Blockchain And Cryptocurrencies Blockchain And Cryptocurrencies Blockchain technology, on which Bitcoin relies, provides: Anonymity of source and destination (neither buyer nor seller need to know each other); Irreversibility, such that no transaction can be reversed without the consent of the parties; and Security, subject to certain limitations, through redundancy and a peer to peer network. The mathematics of blockchain technology creates a verifiable distributed ledger among many computers on a peer to peer network. Because there is no central ledger, costs with maintaining it, arbitrating disputes and compensating for fraudulent transfers are all eliminated. A distributed ledger also means an asset can exist in only one place: there is no chance of embezzlement where an asset is purportedly on one set of books while actually being somewhere else. Bitcoin and blockchain technologies are not synonymous: there are an unlimited number of virtual currencies which can be produced using blockchain-like technologies and blockchain technology can be used to in non-currency applications. Limitations Of Cryptocurrencies Cryptocurrencies present a challenge for governments as anti-money laundering regulations typically require enforcement and monitoring by trusted third parties to report suspicious transactions to authorities. A secure anonymous transaction system such as Bitcoin provides a ready workaround for money laundering and tax evasion, characteristics quickly embraced by the underworld. A complete analysis of the challenges posed by virtual currencies in general and cryptocurrencies in particular can be found in the IMF Staff Discussion Note "Virtual Currencies and Beyond: Initial Considerations".9 Where Theft Isn't Quite Illegal There are three ways to obtain Bitcoin: Exchange "real" money for Bitcoin via an online virtual currency exchange; Exchange good or services for Bitcoin; or "Mine" them using a computer to solve the cryptographic problems. Typically there are more consumers than sellers (i.e. more drug users than drug dealers), so most users convert money to and from Bitcoin via exchanges. Mining still goes on but as the cryptographic hashes become more difficult to solve, and the computing resources and electricity now needed to "mine" Bitcoin require a significant investment.10 Transaction Costs Are Not Insignificant Although blockchain removes the need for a trusted intermediary, introduction of an exchange creates an intermediary. A staggering number of Bitcoin exchanges have been "hacked", most likely by the operators themselves. Lack of regulatory oversight and the anonymous nature of the transactions, including theft, mean that such hacks are rarely solved and victims do not get their Bitcoin back even when they are. It is not clear whether theft of a virtual currency is, in fact, illegal: the question of whether theft of virtual property is theft is a subject of debate,11, 12 suggesting there is no clear answer. Even courts treat the matter differently when there is no issue of criminality besides the alleged theft.13, 14 Besides the money lost to users from fraud, high exchange rates associated with converting Bitcoin to and from "real" currency further add to costs, suggesting that for many users untraceable transactions is more important than transaction costs. Cryptocurrency Can Be Irrevocably Destroyed Or Lost One other feature of Bitcoin which presents a challenge is that it requires a private key or password to transfer it. This means that one can imagine a scenario where an embezzler steals money from a business and immediately converts it into Bitcoin. If caught the embezzler might threaten to destroy the private key, and therefore the money is lost forever. Similarly, the heirs of someone who placed his trust in Bitcoin rather than a bank may discover their inheritance is lost forever unless care was taken to ensure the private key is accessible to the estate after death.15 These issues might arise with any asset secured by a blockchain system unless there are built in safeguards against it. Illiquidity And Unregulated Markets Virtual currency markets have two important characteristics: they are extremely illiquid and unregulated making market manipulation relatively straightforward. Bitcoin, currently has a market cap of about $30B16 but has average daily volume in the range of about 3.4% of the market cap. Note that since transaction costs (though not the exchange rates) associated with Bitcoin are small and optional,17 and since the market is unregulated and anonymous, there is nothing to prevent individuals from wash trading or other forms of market manipulation.18 Chinese Yuan trading volume has rapidly increased since 2013, and up until January 2017 accounted for the overwhelming majority of Bitcoin trading (Chart 1). Although other factors may have influenced the rise in Chinese bitcoin trading, zero-fee trade structures (which lead to wash trading) contributed as well. Chinese Bitcoin trading volume collapsed in January 2017, after exchanges began charging trading fees, likely due to regulatory pressure from the government.19 This had a dramatic impact on the volume of Bitcoins traded globally (Chart 2), although the price has stayed high, indicating that marginal demand from Bitcoin bulls remains high enough to keep them in charge of this market for now. As has happened before in 2013, prices will likely drop once these bulls capitulate. Chart 1Bitcoin Trading Volume* Breakdown##br## (Top 3 Currencies) Blockchain And Cryptocurrencies Blockchain And Cryptocurrencies Chart 2Bitcoin Trading Volumes Collapsed ##br##After Chinese Exchanges Introduced Transaction Fees Bitcoin Trading Volumes Collapsed After Chinese Exchanges Introduced Transaction Fees Bitcoin Trading Volumes Collapsed After Chinese Exchanges Introduced Transaction Fees Unregulated financial systems devolve to fraud, and there is no reason to believe a market dominated by unsophisticated, anonymous, participants trading an intangible asset with uncertain liquidity where fraud or theft is not necessarily illegal is, in any way, an efficient market. Sadly, even mainstream media appear to ignore these realities when covering Bitcoin and related price moves. Distributed Legers And Their Application One of the most significant innovations associated with cryptocurrencies is the concept of a secure, distributed ledger (Figure 3, left panel) in lieu of a centralized ledger maintained by a trusted authority such as a bank or brokerage (Figure 3, right panel). Although the application of distributed ledgers has been with cryptocurrencies, there are many potential applications in traditional financial markets since assets such as stocks and bonds are held by a dealer while ownership can change frequently. Adoption of a distributed ledger system can20 and has been used to "facilitate the issuance, cataloging and recording of transfers of shares of privately-held companies on The NASDAQ Private Market". According to NASDAQ, "Blockchain technology has the potential to assist in expediting trade clearing and settlement from the current equity market standards of three days to as little as ten minutes".21 Aspects of Bitcoin which permit its criminal use are not inherent characteristics of blockchain, or distributed ledger technologies in general. The technology will almost certainly be improved in order to eliminate those problems by incorporating an audit trail (to reduce its use for tax evasion or money laundering), reversibility (to allow for the reversal of trading errors), and so on. Figure 3 Blockchain And Cryptocurrencies Blockchain And Cryptocurrencies Investment Summary And Implications For Currency Markets The long term investment impact of Bitcoin will likely be insignificant as exchanges and mining operations disappear into the dark net (i.e. the part of the Internet used by criminals). Investors should consider a position in Bitcoin, whether the currency or related services such as exchanges or mining, to be highly speculative. Blockchain Technology Is Open To Anyone The profusion of cryptocurrencies shows that blockchain technology can be adapted by anyone with the requisite understanding the mathematics involved. Time and again we find investor interest in certain emerging technologies rapidly dissipates once expertise becomes commonplace, regardless of the broader impact on society. We suspect a similar thing will happen with blockchain technology namely that it will become broadly used in a number of applications, however, besides the few companies which are acquired, few will become significant or profitable and most such acquisitions will be written down not long after they are consummated. Blockchain Technology Will Be Broadly Adopted Blockchain technology has broad implications for the financial services industry as a mechanism to reduce costs and transaction times. These are all unequivocal positives for the industry and society in general, but can be construed as deflationary and not conducive to sustainable profit gains. What Does This All Mean For Currency Investors? The progress in blockchain-related technology is a promising development for the future ease of transaction processing. However, due to the limitation embedded in Bitcoin and other cryptocurrencies, fiat currencies are not yet at risk. For the time being, BTC and co. are still very speculative and volatile instruments that do not qualify as stores of value. In fact, the concerns of global governments with the use of cryptocurrencies for illicit purposes, as well as all the security risks still associated with their ownership, continue to be handicaps. This suggests that when it comes to the need for safety, these cryptocurrencies are not yet alternatives to the dollar, Swiss franc, and government bonds issued by the German and U.S. governments. Instead, gold and precious metals should remain the vehicle of choice for investors concerned with safety and the debasing of fiat currencies that may result from the large debt loads of the advanced economies' governments. As a result, we continue to think of these crypto currencies as high beta plays on the dollar and Chinese capital flows. Since BCA's view is that the dollar bull market is about to resume in full force, this implies that investors should fade the recent BTC rally. Moreover, the capital controls put in place by the Chinese authorities are working, and China is raising the cost of transacting in BTC. With BTC now expensive, and expected returns fading, this combination is likely to prove poisonous for Bitcoin. Another big selloff is thus likely. Final Thoughts A significant barrier to entry in technology markets is Intellectual Property (IP). Blockchain is an open technology, though is likely that extensions to blockchain could be made which the inventors hope will remain proprietary. However, there are several barriers to this happening: Any blockchain system is based on mathematics, and it is not clear when mathematics can be patented22, 23 Distributed ledgers work best when there are many users; and Any blockchain system would have to be open and understood to be trusted. Brian Piccioni, Vice President Technology Sector Strategy brianp@bcaresearch.com Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com Paul Kantorovich, Research Analyst paulk@bcaresearch.com 1 https://azure.microsoft.com/en-ca/solutions/blockchain/ 2 https://www.ibm.com/blockchain/ 3 http://rubixbydeloitte.com/ 4 http://www.bain.com/publications/articles/blockchain-in-financial-markets-how-to-gain-an-edge.aspx 5 https://www.ethnews.com/deutsche-bundesbank-optimistic-about-blockchain-for-financial-markets 6 https://www.fnlondon.com/articles/blockchain-for-finance-is-10-years-away-20170410 7 https://www.ecb.europa.eu/pub/pdf/other/virtualcurrencyschemesen.pdf 8 https://bitcoin.org/bitcoin.pdf 9 http://www.imf.org/external/pubs/ft/sdn/2016/sdn1603.pdf 10 http://motherboard.vice.com/read/bitcoin-is-unsustainable 11 www.nzlii.org/nz/journals/CanterLawRw/2011/21.pdf 12 https://virtualcrimlaw.wordpress.com/2013/11/03/alls-fair-in-love-and-wow-virtual-theft-may-elude-real-life-prosecution/ 13 http://www.dailymail.co.uk/news/article-2328922/Teenager-dragged-court-giving-away-friends-VIRTUAL-gold-coins-online-fantasy-game.html 14 http://www.virtualpolicy.net/runescape-theft-dutch-supreme-court-decision.html 15 http://www.dailydot.com/business/what-happens-bitcoin-when-you-die/ 16 http://coinmarketcap.com/ 17 https://en.bitcoin.it/wiki/Transaction_fees 18 http://cointelegraph.com/news/115382/bitcoin-price-analysis-wash-trading-and-rising-volume 19 http://www.coindesk.com/chinas-big-three-bitcoin-exchanges-end-no-fee-policy/ 20 http://ir.nasdaq.com/releasedetail.cfm?releaseid=938667 21 http://ir.nasdaq.com/releasedetail.cfm?ReleaseID=948326 22 http://techcrunch.com/2013/03/28/judge-says-mathematical-algorithms-cant-be-patented-dismisses-uniloc-claim-against-rackspace/ 23 http://www.supremecourt.gov/opinions/13pdf/13-298_7lh8.pdf Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Closed Trades

Highlights Duration: U.S. growth expectations have become overly pessimistic. A Q2 rebound will lead to higher global bond yields and a steeper U.S. Treasury curve. UST / Bund Spread: The extreme divergence between the European and U.S. economic surprise indexes is not sustainable, especially in the face of weakening Chinese economic data. The Treasury / Bund spread is biased wider in the near term, though could tighten in the second half of this year as the ECB shifts to a less accommodative policy. USD Hedging Costs: Declining hedging costs driven by interest rate differentials and negative basis swap spreads make international bond investment very attractive for U.S. investors. Feature Chart 1Global Recovery Will Persist Global Recovery Will Persist Global Recovery Will Persist The synchronized global recovery that took hold in the second half of 2016 has stalled so far this year. Measures of economic sentiment, such as the Global ZEW survey and our own Boom/Bust Indicator, have rolled over from high levels and global bonds have clawed back some of last year's lost returns (Chart 1). Year-to-date, the Bloomberg Barclays Global Government Bond index has returned +3%, after having lost more than 9% between the July trough in the Global ZEW index and the end of last year. In our view, a repeat of early 2016's global growth slowdown and bond market rally, which saw the Global ZEW index fall below zero and the Global Government Bond index return 11.6% in 2016H1, is not in the cards. The global economy is on much firmer footing than at this time last year. U.S. Growth: Past Peak Pessimism First quarter U.S. GDP growth was a disappointing 0.7%, but is poised to bounce back strongly in Q2. The volatile inventories component subtracted 0.9% from overall Q1 growth, harsh weather wreaked havoc on the March employment report and there continue to be problems with residual seasonality depressing first quarter GDP data.1 The outlook is much brighter moving forward. The latest employment report showed that the U.S. economy added a healthy 211k jobs in April and our model is pointing toward a further acceleration (Chart 2). Economic growth can be thought of as a combination of aggregate hours worked and labor productivity (Chart 3). With aggregate hours worked growing at 1.7% year-over-year and labor productivity growth having averaged 0.6% (annualized) per quarter since 2012, real U.S. GDP growth of around 2.3% seems like a reasonable forecast. Chart 2Labor Market Still Strong Labor Market Still Strong Labor Market Still Strong Chart 3Look For Above 2% Growth Look For Above 2% Growth Look For Above 2% Growth There is even some reason to suspect that labor productivity could strengthen during the next few quarters. A recent IMF paper2 attributed weak post-crisis productivity growth to a combination of structural and cyclical factors, but also noted that weak investment in physical capital may be responsible for lowering total factor productivity growth by nearly 0.2 percentage points per year in advanced economies during the post-crisis period. With leading indicators pointing to still further gains in fixed investment (Chart 3, bottom panel), we would not be shocked to see productivity growth enjoy a modest late-cycle rebound. Chart 4Stronger Productivity = Steeper Curve Stronger Productivity = Steeper Curve Stronger Productivity = Steeper Curve All else equal, a late-cycle rebound in productivity growth would slow the increase in unit labor costs. Unit labor costs are a combination of wages (compensation-per-hour) and productivity (output-per-hour), and have historically tracked changes in the slope of the U.S. yield curve (Chart 4). Faster wage growth tends to coincide with Fed tightening, and slower wage growth with Fed easing. For this reason, all wage measures perform reasonably well tracking changes in the yield curve. But unit labor costs perform best because they also incorporate productivity growth, and low productivity growth can flatten the yield curve by pulling down long-dated yields. Rapid increases in compensation-per-hour and muted productivity growth have combined to give the yield curve a strong flattening bias during the past several years. Any increase in productivity growth would slow the uptrend in unit labor costs relative to other wage measures, allowing the yield curve to steepen. In fact, we continue to recommend that investors position for a steeper U.S. yield curve by going long the 5-year Treasury note and shorting a duration-matched barbell consisting of the 2-year and 10-year notes. This trade produces positive returns when the 2/10 slope steepens (Chart 4, panel 3), but has also returned +19 bps since we initiated the position last December, even though the curve has flattened since then. The reason for the trade's strong performance in an unfavorable curve environment is that the 5-year yield had been unusually elevated compared to the rest of the curve. Our model of the 2/5/10 butterfly spread versus the 2/10 slope showed that the 5-year note was one standard deviation cheap on the curve as recently as mid-March (Chart 4, bottom panel). This undervaluation has mostly dissipated and the 5-year note now appears only slightly cheap. For our curve trade to outperform from here, it will likely require the 2/10 slope to steepen.3 Bottom Line: With weak Q1 GDP now in the rearview mirror, we are likely past the point of peak pessimism on U.S. growth. Expect global bond yields to rise and the U.S. yield curve to steepen as the economic data start to reflect an environment of above-trend growth, in the neighborhood of 2% - 2.5%. European Growth & The Risk From China While the U.S. data have disappointed in recent weeks, as evidenced by the U.S. Economic Surprise Index having dipped below zero (Chart 5), the European economy has consistently bested expectations (Chart 5, panel 2). As a result, the Treasury / Bund spread has narrowed from high levels during the past few months. In practice, economic surprise indexes tend to mean revert because positive data surprises beget increasingly optimistic expectations. Eventually, overly optimistic expectations become too high a hurdle and the data start to disappoint. In our view, U.S. expectations have become unduly pessimistic while the Eurozone surprise index appears overdue for a correction. Against this back-drop, we expect the Treasury / Bund spread to widen in the near term as the large divergence between the U.S. and European surprise indexes starts to narrow. Further making the case for a wider Treasury / Bund spread is the recent performance of the Chinese economy. Our Foreign Exchange Strategy service recently observed that growth differentials between the U.S. and Europe are highly correlated with indicators of Chinese growth.4 This should not be overly surprising since Europe trades more with China and other Emerging Markets than does the United States. Along those lines, the IMF has calculated that a 1% growth shock to Emerging Markets impacts European growth by nearly 40 basis points, while it impacts U.S. growth by only 10 basis points.5 The worry at the moment is that Chinese monetary conditions have started to tighten, and China's Manufacturing PMI is rolling over alongside weaker commodity prices. These trends usually coincide with the underperformance of Europe relative to the U.S. (Chart 6). Chart 5Surprise Indexes Will Converge Surprise Indexes Will Converge Surprise Indexes Will Converge Chart 6Look To China To Trade UST / Bund Spread Look To China To Trade UST / Bund Spread Look To China To Trade UST / Bund Spread Our China Investment Strategy service highlights the importance of the trade-weighted RMB as a driver of Chinese growth.6 The RMB's 30% appreciation between 2012 and 2015 applied a massive deflationary force to China's economy, while its more recent depreciation helped boost producer prices, enhance profit margins and reduce the real cost of funding (Chart 7). Chart 7Monetary Conditions ##br##Still Fairly Stimulative Monetary Conditions Still Fairly Stimulative Monetary Conditions Still Fairly Stimulative More recently, the pace of the RMB's depreciation has slowed and this likely explains the weakness in China's Manufacturing PMI and commodity prices. Our China strategists are quick to note that while the pace of RMB depreciation has slowed, it is still not appreciating, and real interest rates deflated by the producer price index remain negative. In other words, monetary conditions have become somewhat less stimulative, but they should still be supportive of further economic growth. Although the Chinese economic data are likely to moderate in the coming months, barring the major policy mistake of aggressive tightening, Chinese growth will avoid a collapse and remain reasonably buoyant. Similarly, we would also expect European growth expectations to soften in the coming months, but growth is very likely to remain above trend and the ECB is still on track to adopt a less accommodative policy stance over the next year. In the most likely scenario, a few hints will be given at the June ECB meeting, and then an announcement that asset purchases will be tapered in 2018 will be made at the September meeting. The market will correctly assume that rate hikes will follow the taper, and this re-pricing of rate expectations will open up a window in the second half of this year when the Treasury / Bund spread can tighten. However, it is still too soon to adopt this position. Bottom Line: The extreme divergence between the European and U.S. economic surprise indexes is not sustainable, especially in the face of weakening Chinese economic data. The Treasury / Bund spread is biased wider in the near term, though could tighten in the second half of this year as the ECB shifts to a less accommodative policy. U.S. Bond Investors Should Expand Their Borders Divergences that have opened up between U.S. short-term interest rates and short-term rates in other developed countries mean that U.S. bond investors now face much lower currency hedging costs. In addition, increasingly negative cross-currency basis swap spreads have become a permanent feature of the post-crisis investment landscape, and unless significant regulatory changes occur, we expect they are here to stay. Combined, both of these factors make it incredibly attractive for U.S. bond investors to swap their U.S. dollars for foreign currencies and invest in foreign government bonds. In this week's report we explain why this is an attractive trade for U.S. investors and why it will likely remain so for quite some time. What Is The Basis Swap Spread? An excellent definition of the cross-currency basis comes from the Bank for International Settlements (BIS) who define it as "the difference between the direct dollar interest rate in the cash market and the implied dollar interest rate in the [currency] swap market".7 In essence, the existence of a negative basis swap spread should mean that there is an opportunity to arbitrage the difference between interest rates in the cash market and implied interest rates in the currency swap market. However, post-crisis regulatory constraints on bank balance sheets appear to have made this arbitrage prohibitive. Banks are either unable or unwilling to arbitrage the basis swap spread back to zero, and this increases the cost of U.S. dollars in FX swap markets. As a quick example, we can calculate the 10-year German Bund yield hedged into U.S. dollars using currency forwards. Hedged yield = Unhedged yield - Cost of hedging Where: Cost of hedging = forward exchange rate / spot exchange rate In this case, we define the exchange rates as euros per 1 U.S. dollar. By covered interest rate parity, we can also calculate the cost of hedging as: Cost of hedging = (1 + euro interest rate + basis swap spread) / (1 + USD interest rate) Using current 3-month interest rates, this means that the cost of hedging from euros into U.S. dollars is: Cost of hedging = (1 - 0.36% - 0.3%) / (1 + 1.18%) = -1.82% This means that the 10-year German Bund yield rises from 0.42% to 2.24%, from the perspective of a U.S. dollar investor, after hedging the currency on a 3-month horizon. In other words, U.S. investors can significantly increase the average yield of their portfolios by lending U.S. dollars over short time horizons and investing the proceeds into non-U.S. bonds. In Chart 8 we show the difference this currency hedging makes for German, Japanese and French 10-year government bonds. Current hedged 10-year yields for all the major bond markets are also shown on page 13 of this report. But for how long can this trade continue? In short, it can continue for as long as U.S. short-term interest rates increase relative to non-U.S. short-term interest rates and for as long as basis swap spreads move further into negative territory. At the moment there is no widespread agreement on what drives the day-to-day fluctuations in the basis swap spread. The BIS has posited a model where dollar strength weakens the capital positions of bank balance sheets, causing them to back away from providing liquidity to the FX swap market, and leading to increasingly negative basis swap spreads (Chart 9, top panel). Chart 8Higher Yields Via Currency Hedging Higher Yields Via Currency Hedging Higher Yields Via Currency Hedging Chart 9Basis Swaps, Reserves And The Dollar Basis Swaps, Reserves And The Dollar Basis Swaps, Reserves And The Dollar Meanwhile, Zoltan Pozsar from Credit Suisse has identified a link between basis swap spreads and reserves on the Fed's balance sheet (Chart 9, bottom panel).8 Specifically, as the Fed winds down its balance sheet it will be draining cash reserves from the banking system and replacing them with Treasury securities. This could cause money to leave the FX swap market and flow into Treasuries. The result is less liquidity in the FX swap market and increasingly negative basis swap spreads. Interestingly, the run-up to the debt ceiling in the U.S. has presented a test of this view. To stay under the debt ceiling the U.S. Treasury department has drawn down its cash account at the Fed and removed T-bill supply from the market. The result has been a temporary increase in reserve balances. As the theory would have predicted, basis swap spreads have moved closer to zero as reserves have increased. Going forward, the Fed is very likely to start winding down its balance sheet later this year. In all likelihood this will serve to pressure basis swap spreads even further below zero. Meanwhile, short-term interest rates in the U.S. will probably continue to rise more quickly than in most other developed markets. This means that the cost of hedging should become increasingly negative for U.S. investors. In Chart 10 we show that as the cost of hedging becomes more negative, total returns from a USD-hedged position in German bunds tend to outpace total returns from a position in U.S. Treasuries. Similarly, Chart 11 shows that USD-hedged Japanese government bonds (JGBs) also tend to outperform U.S. Treasuries when the cost of hedging falls. Chart 10Hedging Costs & Bond Returns: Germany Hedging Costs & Bond Returns: Germany Hedging Costs & Bond Returns: Germany Chart 11Hedging Costs & Bond Returns: Japan Hedging Costs & Bond Returns: Japan Hedging Costs & Bond Returns: Japan We should note that the relationships between hedging costs and relative total returns shown in Charts 10 & 11 are not perfect, and there will be instances when Treasuries can outperform even if hedging costs continue to decline. However, in the long run, as long as short-term U.S. interest rates continue to rise more quickly than short-term interest rates in the Eurozone or Japan, and especially if the Fed's upcoming balance sheet contraction leads to more deeply negative basis swap spreads, then U.S. investors should continue to boost their yields by lending dollars and investing in bunds and JGBs. Bottom Line: Declining hedging costs driven by interest rate differentials and negative basis swap spreads make international bond investment very attractive for U.S. investors. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 Our U.S. Investment Strategy service took up the issue of residual seasonality in a recent report. Please see U.S. Investment Strategy Weekly Report, "Spring Snapback?", dated April 24, 207, available at usis.bcaresearch.com 2 IMF Staff Discussion Note, "Gone with the Headwinds: Global Productivity", https://www.imf.org/en/Publications/Staff-Discussion-Notes/Issues/2017/04/03/Gone-with-the-Headwinds-Global-Productivity-44758 3 Our outlook for the U.S. yield curve was discussed in detail in a recent report. Please see U.S. Bond Strategy Weekly Report, "The Yield Curve On A Cyclical Horizon", dated March 21, 2017, available at usbs.bcaresearch.com 4 Please see Foreign Exchange Strategy Weekly Report, "ECB: All About China?", dated April 7, 2017, available at fes.bcaresearch.com 5 IMF Multilateral Policy Issues Report: 2014 Spillover Report https://www.imf.org/external/np/pp/eng/2014/062514.pdf 6 Please see China Investment Strategy Weeky Report, "Has China's Cyclical Recovery Peaked?", dated May 5, 2017, available at cis.bcaresearch.com 7 http://www.bis.org/publ/work592.pdf 8 https://ftalphaville.ft.com/2017/04/13/2187317/where-would-you-prefer-your-balance-sheet-banks-or-the-federal-reserve/ Fixed Income Sector Performance Recommended Portfolio Specification

Highlights Chart 1Global Equities At Record Highs Global Equities At Record Highs Global Equities At Record Highs Our Stock Market Timing Model points to a heightened risk of a correction for global equities over the next few months. However, the 12-month cyclical outlook still looks reasonably good thanks to accelerating earnings growth. Monetary policy has also yet to reach restrictive levels in most economies. Beyond the next 12 months, lofty valuations (especially in the U.S.), as well as the prospect of a meaningful economic slowdown late next year, will weigh on returns. Tactically, go short the S&P 500 with a target of 7.5% and stop-loss of 2.5%. This trade will automatically expire in six weeks. Cyclically, go long the December 2017 Brent Oil futures contract. Feature Aging Bull? Global equities have been on a tear lately. The MSCI All-Country Index reached a fresh record high this week (Chart 1). The index is up 14.1% in local-currency terms and 13.3% in U.S. dollar terms since early November. Our philosophy at BCA Research is that the best market calls come from combining informed qualitative analysis with time-tested quantitative indicators. With that in mind, this week's report distills the results of our proprietary Stock Market Timing Model. Our main conclusions are only partly reassuring. While the cyclical 12-month outlook for stocks remains reasonably auspicious, our model suggests that there is an elevated risk of a near-term correction. The model is also forecasting subpar long-term returns for stocks, particularly in the U.S. where valuations have become stretched. What Predicts Stock Returns? As we have documented in past research,1 a number of empirical regularities help predict stock market returns: 1. Stocks Tend To Perform Better When Economic Growth Is Accelerating The state of the business cycle is the most important driver of stock returns over horizons of around 12 months. Our model incorporates a variety of forward-looking cyclical variables that span different parts of the economy. For example, Table 1 shows the S&P 500 has delivered an average annualized real total return of 9.8% since 1948 whenever the gap between the ISM manufacturing new orders and inventories components - based on the prior month's ISM reading - was positive. In contrast, the S&P 500 has fallen by an average of 1.2% whenever the gap was negative. In the same vein, the S&P 500 has produced an average annualized real total return of 9.2% since 2000 whenever initial unemployment claims have declined over the prior three months, while losing 3.6% whenever claims have increased. The gap between new orders and inventories fell to 6.5 in April, down from a March reading of 15.5. The downtrend in initial unemployment claims has also flattened out. The moves in the ISM manufacturing index and unemployment claims, along with other measures such as auto sales, suggest that the economy is going through a soft patch. This softening, in turn, has been reflected in a steep drop in Citi's economic surprise index (Chart 2). Table 1Stocks Tend To Perform Better When Growth Is Accelerating The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Chart 2Some Signs Of Softening U.S. Economic Data... Some Signs Of Softening U.S. Economic Data... Some Signs Of Softening U.S. Economic Data... Still, we would not overstate the extent of the deterioration in the growth picture. Goldman's Current Activity Indicator remains near cyclical highs (Chart 3). The Atlanta Fed's preliminary Q2 growth estimate stands at 4.2%, while the NY Fed's Nowcast stands at 2.3%. If these preliminary estimates prove to be correct, Q1 will end up being just a temporary speedbump along the road to recovery. Consistent with this, a variety of forward-looking indicators suggest that the U.S. economy will grow at an above-trend pace over the remainder of the year (Chart 4). Durable goods orders are rising, business capex intentions have surged, building permits are trending higher, and consumer confidence is strong. Chart 3...But Growth Backdrop Still Solid... ...But Growth Backdrop Still Solid... ...But Growth Backdrop Still Solid... Chart 4...And Forward-Looking Indicators Remain Upbeat ...And Forward-Looking Indicators Remain Upbeat ...And Forward-Looking Indicators Remain Upbeat Globally, the picture remains reasonably upbeat, as highlighted by our Global Leading Indicator (Chart 5). Growth in the euro area is particularly strong. Green shoots are also appearing in beleaguered emerging markets such as Brazil and Russia. The Chinese economy has slowed a notch, but is still in much better shape than it was at this time last year. Above-trend global growth is helping to propel corporate earnings. The Q1 earnings season is off to a strong start. According to Thomson Reuters, EPS for the S&P 500 in the first quarter is expected to increase by 14.8% from year-ago levels. 75% of companies have beat earnings estimates, compared to the long-term average of 64%. 63% of companies have beaten revenue estimates, compared to the historic average of 59%. BCA's global earnings model predicts further upside for profits over the coming months (Chart 6).2 Chart 5Global Economy Is Doing Well Global Economy Is Doing Well Global Economy Is Doing Well Chart 6More Upside For Global Earnings More Upside For Global Earnings More Upside For Global Earnings Bottom Line: Cyclical indicators are somewhat mixed, but generally point to further upside for global stocks. 2. Stocks Tend To Perform Better When Financial Conditions Are Easing Easy money and equity bull markets tend to go hand in hand. Since 1970, the S&P 500 has delivered a real total average annualized return of 12.9% whenever our monetary indicator - which looks at money growth, bank lending, as well as short-term and long-term rates - was above its long-term average in the prior month, but only 0.5% when the indicator was below its long-term average. Similarly, the S&P 500 has risen at a 9.6% annualized pace whenever BCA's Financial Conditions Index (FCI) - which includes such components as credit spreads, the trade-weighted dollar, oil prices, home prices, and the relative performance of bank shares - was above its 250-day moving average, while gaining only 1.4% when the FCI was below its 250-day moving average. Chart 7 shows that our U.S. FCI remains slightly above its moving average, thanks to the decline in credit spreads over the past 12 months, along with higher stock market and house prices. However, the monetary indicator has now dipped below its respective moving average due to rising rates and slower broad money growth. Chart 7Financial Conditions Still Bode Well For Equity Returns, But U.S. Rate Hikes Loom Large Financial Conditions Still Bode Well For Equity Returns, But U.S. Rate Hikes Loom Large Financial Conditions Still Bode Well For Equity Returns, But U.S. Rate Hikes Loom Large Looking out, monetary and financial conditions are likely to be buffeted by various crosswinds. On the one hand, business lending should recover thanks in part to a rebound in manufacturing output (Chart 8). On the other hand, consumer lending standards have been tightening for some time and delinquencies and charge-offs for auto and credit card loans have edged higher, albeit from very low levels (Chart 9). Higher interest rates are also likely to weigh on credit demand. On balance, we expect a modest tightening in U.S. financial conditions over the remainder of the year. Chart 8Business Lending Should Recover Business Lending Should Recover Business Lending Should Recover Chart 9Tightening Consumer Lending Standards Tightening Consumer Lending Standards Tightening Consumer Lending Standards Outside the U.S., financial conditions are likely to stay accommodative. Unlike the Fed, most other central banks will keep rates near rock-bottom levels. In fact, real short-term rates in the euro area and Japan could even decline as stronger GDP growth lifts inflation expectations. Bottom Line: Financial conditions are still somewhat supportive for global equities, but are likely to become less so in the U.S. as the Fed continues to hike rates. 3. Stocks Tend To Perform Better When Sentiment Is Poor But Improving Warren Buffet once famously said that the secret to being a successful investor is to be "fearful when others are greedy and greedy when others are fearful." There is no doubt that the level of sentiment can be a powerful contrarian indicator. However, our research indicates that the change in sentiment is also important in predicting equity returns. Trading rules that overweight stocks whenever sentiment over the prior weeks has improved from bearish levels, while underweighting stocks whenever sentiment has deteriorated from bullish levels, can significantly outperform a buy-and-hold strategy (Chart 10). This finding is similar to what one sees for individual stocks. As we discussed in our report on bottom-up stock picking,3 the best stocks tend to be the ones for which the consensus analyst opinion is bearish but improving. In contrast, the worst stocks are typically the ones for which the consensus analyst opinion is bullish but deteriorating. Today, market sentiment is on the bullish side (Chart 11). According to the Marketvane survey, the share of traders that expect stocks to rise over the coming weeks is only slightly below where it was during past stock market peaks. Bullish sentiment is less pronounced in the AAII's survey of individual investors. However, equity allocations among AAII members are about five points above their historic average, which limits the scope for "new money" to come into the market. Meanwhile, complacency is setting in (Chart 12). The VIX hit its lowest level in ten years this week. The Minneapolis Fed's market-based probability of a 20%+ correction in the S&P 500 has also dropped to below 10%, a level last seen during the peak of the previous bull market in 2007. Yale University's One-Year Confidence Index - which measures how likely market participants think that stocks will go up in the succeeding year - is near record levels for individual investors and at an absolute record high for institutional investors. U.S. margin debt, expressed as a share of GDP, has also risen above its 2000 and 2007 peaks. Chart 10Buy Stocks When Sentiment Is Poor But Improving The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Chart 11Equity Sentiment Is More Bullish Than Usual Equity Sentiment Is More Bullish Than Usual Equity Sentiment Is More Bullish Than Usual Chart 12Complacency Reigns Complacency Reigns Complacency Reigns Bottom Line: Current levels of bullish sentiment are a warning sign for equities. Should sentiment measures begin to deteriorate without a correspondingly large drop in stock prices, it will be time to head for the exit doors. 4. Stocks Tend To Perform Better In "Young" Bull Markets Following Pullbacks When is the trend your friend? The answer is over horizons of about two years. Returns tend to be positively serially correlated over this range. This means that if stocks have done well over the past two years, they are likely to continue doing well. Over shorter horizons of less than a year and longer horizons exceeding three years, the trend is not your friend - returns tend to be negatively correlated (Chart 13). Thus, if stocks have fallen over the past few weeks, they are likely to do better over the following few weeks than if they had risen. Likewise, if stocks have done well over, say, the past five years, then this is evidence that the bull market is getting long in the tooth. Obviously, these are not hard and fast rules, but they do give some guidance about what the future may have in store. The fact that the S&P 500 has done well over the past two years is a bullish sign, but the fact that the bull market is now in its eighth year and price gains have accelerated over the past few months (raising the risk of a blow-off top) are both bearish signs. The bull market is less mature outside the U.S., which works in favor of non-U.S. stocks. Relative momentum is also turning more favorable for non-U.S. markets, especially those in the euro area (Chart 14). Chart 13When Is The Trend Your Friend? The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Chart 14Relative Momentum Favors Non-U.S. Stocks Relative Momentum Favors Non-U.S. Stocks Relative Momentum Favors Non-U.S. Stocks Bottom Line: Recent price momentum is sending mixed signals for U.S. stocks, but somewhat more encouraging signals for non-U.S. stocks. 5. Stocks Tend To Perform Better When They Are Cheaply Priced Valuations are not especially useful as a short-term timing tool. However, they are by far the most useful tool for gauging long-term expected returns. This can be seen in the fact that there is a strong negative correlation between the Shiller PE ratio and subsequent real total returns (Chart 15). In the U.S., the Shiller PE ratio currently stands at 29. This is 45% above the post-1960 median and 82% above the median since 1880. If profit margins over the past 10 years had been what they were on average during the 1990s, the Shiller PE ratio would stand at 41 today - within reaching distance of its 2000 peak (Chart 16). U.S. valuations are even more stretched if one looks underneath the indices: The median NYSE stock currently trades at a higher price-to-earnings and price-to-cash flow ratio than at the 2000 peak (Chart 17). Chart 15Valuation Is The Single Best Predictor Of Long-Term Equity Returns The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Chart 16U.S. Valuations Are Stretched... U.S. Valuations Are Stretched... U.S. Valuations Are Stretched... Chart 17...Especially For The Median Stocks ...Especially For The Median Stocks ...Especially For The Median Stocks One could argue that a structurally lower neutral interest rate justifies a higher equilibrium PE ratio. There are plenty of reasons to challenge this argument - a lower neutral rate may foreshadow slow earnings growth, for instance - but even if one accepts its basic premise, it does not imply that stocks will do well in absolute terms. If you assume a lower discount rate in calculating the present value of future cash flows, you must also assume a lower long-term rate of return from owning stocks. You can't one have without the other. Valuations are generally more favorable outside the U.S., even if one adjusts for differences in sector weights across countries (Chart 18). Chart 18Valuations More Favorable Outside The U.S. The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Bottom Line: Valuations are stretched in the U.S. Long-term investors should favor non-U.S. stocks over their U.S. peers. 6. Stocks Tend To Perform Better During Certain Days And Months Of The Year Than Others No discussion of stock market-timing strategies would be complete without a few words on calendar effects (Table 2). Table 2When to Buy Stocks The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model As with all stock market anomalies, there is a risk that any particular calendar pattern will disappear once it has been documented. For example, the "Blue Monday" effect, popularized by Yale Hirsch's 1987 book "Don't Sell Stocks On Monday," vanished soon after the book was published, only to make a comeback of sorts during the past 15 years. The so-called January Effect, which describes the tendency for stocks to do well at the start of the year, largely disappeared from the data at the turn of the century. In its place the "Santa Claus rally" was born, presumably reflecting the desire of traders to front run the January effect. Other calendar effects remain alive and well. The tendency for stocks to underperform during the summer and autumn months (the "Sell In May And Go Away" effect) is still around (Chart 19). The same goes for the so-called "turn-of-the-month effect" - the tendency for stocks to do best in the last few days and first few days of each month. Less well known is the tendency for stocks to do much better on FOMC days.4 Remarkably, the S&P 500 would be more than 50% lower today if one were to exclude all the days since 1990 when scheduled FOMC meetings took place from the return tally (Chart 20). Chart 19Sell In May And Go Away The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Chart 20The Fed Effect The Fed Effect The Fed Effect Bottom Line: High frequency, tactical investors may be able to profit from exploiting calendar effects in the data. Putting It All Together Our Stock Market Timing Model incorporates the factors discussed above. As Chart 21 illustrates, it has an admirable track record of predicting market returns. The current message from the model differs across time horizons. Tactically, over a three-month horizon, it suggests that stocks are overbought and vulnerable to a correction. This is mainly due to the sharp run-up in most global bourses over the past six months, as well as elevated levels of bullish sentiment. The fact that we are also entering the historically weak summer months is also a slight negative in our model. Cyclically, however, the picture still looks fairly reassuring: leading economic indicators and corporate earnings are in an uptrend. Financial conditions also remain accommodative. Thus, the model continues to predict modestly above-average returns for global equities over a 12-month horizon. Looking beyond the next 12 months, however, the picture begins to dim. The U.S. now accounts for over 50% of global equity market capitalization. Valuations for U.S. stocks have reached elevated levels. The U.S. economy is also approaching full employment, which means that growth will fall back to what so far has been a very anemic pace of potential GDP growth. Interest rates may also eventually reach punitive levels as the Fed continues to hike rates. All this suggests that the bullish window for global stocks, and U.S. stocks in particular, may close late next year. Two New Trades We are initiating two new trades reflecting our differing tactical and cyclical views: Tactically, go short the S&P 500 with a target of 7.5% and stop-loss of 2.5%. This trade will automatically expire in six weeks. Cyclically, go long the December 2017 Brent Oil futures contract (Chart 22). Our commodity strategists remain convinced that the supply backdrop for oil is tighter than the market is discounting. Add to that a firm demand picture, and we have a recipe for what is likely to be at least a temporary recovery in oil prices. Chart 21Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Chart 22Go long December 2017 Brent Futures Go long December 2017 Brent Futures Go long December 2017 Brent Futures Peter Berezin, Chief Global Strategist Global Investment Strategy peterb@bcaresearch.com 1 Please see Global Investment Strategy Special Report, "Market Timing: Holy Grail Or Fool's Gold?" dated May 27, 2016, available at gis.bcaresearch.com. 2 Please see Global Alpha Sector Strategy Bi-Weekly Report, "Quarterly Review And Outlook," dated April 7, 2017, available at gss.bcaresearch.com. 3 Please see Global Investment Strategy Special Report, "Introducing ETS: A Top-Down Approach To Bottom-Up Stock Picking," dated December 3, 2015, available at gis.bcaresearch.com. 4 David O. Lucca., and Emanuel Moench, "The Pre-FOMC Announcement Drift," Federal Reserve Bank Of New York Staff Reports, August 2013. Appendix Tactical Global Asset Allocation Monthly Update We announced in late March that we are making major upgrades to our Tactical Asset Allocation Model. In the meantime, we will send you a concise update of our recommendations in the first week of every month based on a combination of BCA's proprietary indicators as well as our own seasoned judgement (Appendix Table 1). Appendix Table 1Global Asset Allocation Recommendations (Percent, Relative To Benchmark) The Message From Our Stock Market Timing Model The Message From Our Stock Market Timing Model Our tactical recommendations are based on a three-month horizon. Thus, at times, they can differ significantly from both our cyclical (12-month) and structural (12-month plus) recommendations. Compared to last month, we are cutting our tactical allocation to global stocks from +7 percentage points to zero (relative to benchmark), reflecting the heightened risk of a near-term pullback. We continue to maintain an underweight position in U.S. stocks within the equity portion of the portfolio. However, given the low-beta nature of U.S. stocks, most of the downgrade in overall equity exposure has occurred among European, Japanese, and EM bourses. We are also increasing our exposure to bonds from -9 to -6 percentage points, and increasing our tactical allocation to cash from +2 to +6 percentage points. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Highlights The headwinds against commodity currencies are still brewing, the selloff is not over. Global liquidity conditions are deteriorating and EM growth will disappoint. The valuation cushion in commodity currencies and EM plays is not large enough to compensate for the red flags emanating from financial markets. The euro is peaking. A capitulation by shorts is likely early next week. A move to 1.12 should be used to sell EUR/USD. Feature Commodity currencies have had a tough nine weeks, weakening by 5% in aggregate, helping boost our short commodity currency trade returns to 3.8%. At this juncture, the key questions on investors' minds is whether or not this trend will deepen and if this selloff will remain playable. We believe the answer to both questions is yes. A Less Friendly Global Backdrop When observed in aggregate, the past 12 months represented a fertile ground for commodity currencies to perform well as both global liquidity and growth conditions were on one of the most powerful upswings in the past two decades, lifting risk assets in the process (Chart I-1). Chart I-1The Zenith Is Passing The Zenith Is Passing The Zenith Is Passing Global Liquidity Is Drying When we look at the global liquidity picture, the improvement seems to be over, especially as the Fed, the key anchor to the global cost of money, is more confidently embracing its switch toward a tighter monetary policy. It is true that U.S. Q1 data has been punky at best; however, like the Fed, we think this phenomenon will prove to be temporary. Recently, much ink has been spilled over the weakness in the auto sector. However, when cyclical spending is looked at in aggregate, the picture is not as dire and even encourages moderate optimism. Driven by both corporate and housing investment, cyclical sectors have been growing as a share of GDP (Chart I-2). This highlights that poor auto sales may have been a sector specific development and do not necessarily provide an accurate read on the state of household finances. Chart I-2Autos Do Not Paint The Full Picture For The U.S. Cyclical Spending Is Firm... Autos Do Not Paint The Full Picture For The U.S. Cyclical Spending Is Firm... Autos Do Not Paint The Full Picture For The U.S. Cyclical Spending Is Firm... Moreover, the outlook for household income is still positive. Our indicator for aggregate household disposable income continues to point north (Chart I-3). As we have highlighted in recent publications, various employment surveys are suggesting that job growth should improve in the coming months.1 Also, this week's productivity and labor cost report showed that compensation is increasing at a nearly 4% annual pace. This healthy outlook for household income, combined with the consumer's healthy balance sheets - debt to disposable income stands near 14 year lows while debt-servicing ratios are still near 40 year lows - and elevated confidence suggests that house purchases can expand. With the inventory of vacant homes standing at 11 year lows, this positive backdrop, along with the improving household-formation rate, is likely to prompt additional housing starts, lifting residential investment (Chart I-4). Chart I-3Bright U.S. Household ##br##Income Prospects Bright U.S. Household Income Prospects Bright U.S. Household Income Prospects Chart I-4As Households Get Formed,##br## Housing Starts To Pick up As Households Get Formed, Housing Starts To Pick up As Households Get Formed, Housing Starts To Pick up For the corporate sector, the strength in survey data is also likely to result in growing capex (Chart I-5). Not only have "soft" data historically been a good leading indicator of "hard" data, but the outlook for profit growth has also improved substantially. Profit growth is the needed ingredient to realize the positive expectation of business leaders embedded in "soft" data. Profit itself is very often dictated by the trend in nominal revenue growth. The fall in profits in 2016 mostly reflected the fall in nominal GDP growth to 2.5%, which produced a level of revenue growth historically associated with recessions (Chart I-6). As such, the recent rebound in nominal GDP growth, suggests that through the power of operating leverage, profit should also continue to grow, supporting capex in the process. Chart I-5Business Confidence Points ##br##To Better Growth And Capex... Business Confidence Points To Better Growth And Capex... Business Confidence Points To Better Growth And Capex... Chart I-6...Especially As A Key Profit##br## Driver Is Improving ...Especially As A Key Profit Driver Is Improving ...Especially As A Key Profit Driver Is Improving With the most cyclical sector of the U.S. economy still on an upswing, the Fed will continue to increase rates, at least more aggressively than the 45 basis points of tightening priced into the OIS curve over the next 12 months. With liquidity being sucked into the U.S. economic machine, international dollar-based liquidity, which is already in a downtrend, is likely to deteriorate further (Chart I-7). Moreover, global yield curves, which were steepening until earlier this year, have begun flattening again, highlighting that the tightening in global liquidity conditions is biting (Chart I-8). This will represent a continuation of the expanding handicap against global growth, and EM growth in particular. Chart I-7Global Dollar Liquidity Is Already Poor Global Dollar Liquidity Is Already Poor Global Dollar Liquidity Is Already Poor Chart I-8A Symptom Of The Tightening In Liquidity A Symptom Of The Tightening In Liquidity A Symptom Of The Tightening In Liquidity Global Growth Conditions Are Also Past Their Best, Especially In EM Global growth conditions are already showing a few troubling signs, potentially exerted by the tightening in global liquidity. To begin with, while our global leading economic indicator is still pointing north, its own diffusion index - the number of nations with improving LEIs versus those with deteriorating ones - has already rolled over. Normally, this represents a reliable signal that growth will soon peak (Chart I-9). For commodity currencies, the key growth consideration is EM growth. Here too, the outlook looks precarious. The impulse to EM growth tends to emerge from China as Chinese imports have been the key fuel to boost exports, investments, and incomes across a wide swath of EM nations. Chinese developments suggest that Chinese growth, while not about to crater, may be slowing. Chinese monetary conditions have been tightening abruptly (Chart I-10, top panel). Moreover, this tightening seems to be already yielding some results. The issuance of bonds by smaller financial firms has been plunging, which tends to lead the growth in aggregate total social financing (Chart I-10, bottom panel). This is because the grease in the shadow banking system becomes scarcer as the cost of financing rises. Chart I-9Deteriorating Growth##br## Outlook Deteriorating Growth Outlook Deteriorating Growth Outlook Chart I-10Chinese Monetary Conditions ##br##Are Tightening Chinese Monetary Conditions Are Tightening Chinese Monetary Conditions Are Tightening This situation could continue. Some of the rise in Chinese interbank rates to two-year highs reflects the fact that easing capital outflows have meant that the PBoC can tighten monetary policy through other means. However, the recent focus by the Beijing and president Xi Jinping on financial stability and bubble prevention, suggests that there is a real will to see tighter policy implemented. This means that the decline in total credit growth in China should become more pronounced. As a result, this will weigh on the country's industrial activity, a risk already highlighted by the decline in Manufacturing PMIs (Chart I-11). Additionally, this decline in credit growth tends to be a harbinger of lower nominal GDP growth, and most importantly for EM and commodity producers, a foreboding warning for Chinese imports (Chart I-12). Chart I-11China Industrial ##br##Growth Worry China Industrial Growth Worry China Industrial Growth Worry Chart I-12Slowing Chinese Credit Impulse ##br##Will Weigh On EM Growth Slowing Chinese Credit Impulse Will Weigh On EM Growth Slowing Chinese Credit Impulse Will Weigh On EM Growth Financial markets are already flashing red signals. The Canadian Venture exchange and various coal plays have historically displayed a tight correlation with Chinese GDP growth.2 Today, they are breaking below key trend lines that have defined their bull markets since the February 2016 troughs (Chart I-13). This message is corroborated by the recent weakness in copper, iron ore, and oil prices. Additionally, the price of platinum relative to that of gold is also breaking down. While the VW scandal has a role to play, this breakdown is also a symptom of the pain on growth created by the tightening in global liquidity conditions. In the past, the message from this ratio have ultimately been heeded by EM stock prices, suggesting that the recent divergence is likely to be resolved with weaker EM asset prices (Chart I-14). Confirming this risk, the sectoral breadth of EM equities has also deteriorated, and is already at levels that in the past have marked the end of stock advances (Chart I-15). At the very least, the narrowing of the EM bull market should prompt investors in EM-related plays to pause and reflect. Chart I-13Two Worrisome Breakdowns##br## On Chinese Plays Two Worrisome Breakdowns On Chinese Plays Two Worrisome Breakdowns On Chinese Plays Chart I-14Platinum's Dark##br## Omen For EM Platinum's Dark Omen For EM Platinum's Dark Omen For EM Chart I-15The Falling Participation ##br##In The EM Rally The Falling Participation In The EM Rally The Falling Participation In The EM Rally This moment of reflection seems especially warranted as EM assets do not have much cushion for unanticipated growth disappointment. The implied volatility on EM stocks is near cycle lows, so are EM sovereign CDS and corporate spreads (Chart I-16). This picture is mimicked by commodity currencies. Even after the recent bout of weakness, the aggregate risk-reversal in options points to a limited amount of concern, and therefore, a growing risk of negative surprises (Chart I-17). Chart I-16Little Cushion##br## In EM Assets Little Cushion In EM Assets Little Cushion In EM Assets Chart I-17Commodity Currency Options##br## Turn Optimistic As Well Commodity Currency Options Turn Optimistic As Well Commodity Currency Options Turn Optimistic As Well If commodity currencies have already depreciated in the face of a slightly soft dollar and perky EM asset prices, we worry that further weaknesses will emerge if the dollar strengthens again and EM assets self-off on the back of less liquidity and more EM growth disappointment. If the price of platinum relative to that of gold was a signal for EM assets, it is also a good indicator of additional stress in the commodity-currency space (Chart I-18). Chart I-18Platinum Raises Concerns ##br##For Commodity Currencies As Well Platinum Raises Concerns For Commodity Currencies As Well Platinum Raises Concerns For Commodity Currencies As Well We remain committed to our trade of shorting a basket of commodity currencies. AUD is the most expensive and most exposed to the Chinese tightening of the group, but that doesn't mean much. The Canadian housing market seems to be under increased scrutiny thanks to the combined assault of rising taxes on non-residents and growing worries about mortgage fraud, which is deepening the underperformance of Canadian banks relative to their U.S. counterparts. If this two-front attack continues, the housing market, the engine of the domestic economy, may also prove to weaken faster than we anticipated. Finally, the New Zealand dollar too is expensive even if domestic economic developments suggest that its fair value may be understated by most PPP metrics. Bottom Line: The outlook for the U.S. economy remains good, but this will deepen the tightening in global liquidity. When combined with the tightening of monetary conditions in China, this suggests that global industrial activity and EM growth in particular could disappoint, especially as cracks in the financial system are beginning to appear. Moreover, EM assets and commodity currencies do not yet offer enough of a valuation cushion to fade this risk. Stay short commodity currencies. Macron In = Buy The Euro? The euro has rallied a 3.6% since early April, mostly on the back of Emmanuel Macron's electoral victories. Obviously, the last big hurdle is arriving this weekend with the second round. The En Marche! candidate still leads Marine Le Pen by a 20% margin. Wednesday's bellicose debate is unlikely to overturn this significant lead. The Front National candidate's lack of substance seems to have weighed against her in flash polls. If anything, her performance might have prompted some undecided Mélanchon voters to abstain or cast a "vote blanc" this weekend instead of picking her. This was her loss, not Macron's win. Does this mean that the euro has much upside? A quick rally toward 1.12 early next week still seems reasonable. New polls are beginning to show that En March! might perform much better than anticipated in the legislative election. Also, the center-right Les Républicains should also perform very well, resulting in the most right wing, pro-market Assemblée Nationale in nearly 50 years. While these polls are much too early to have any reliability, they may influence the interpretation by traders of Sunday's presidential election. However, we would remain inclined to fade any such rally. As we highlighted last week in a Special Report, our EUR/USD intermediate-term timing model shows that the euro is becoming expensive tactically, and that much good news is now in the euro's prices (Chart I-19).3 Additionally, investors have been excited by the rebound in core CPI in the euro area, a development interpreted as giving a carte-blanche to the ECB to hike rates sooner than was anticipated a few months ago. Indeed, currently, the first hike by the ECB is estimated to materialize in 27 months, versus the more than 60 months anticipated in July 2016. We doubt that market participants will bring the first rate hike closer to the present, a necessary development to prompt the euro to rally given our view on the Fed's tightening stance. We expect the rebound in the European core CPI to prove transient. Not only does European wage dynamics remain very poor outside of Germany, our country-based core CPI diffusion index has rolled over and points to a decelerating euro area core CPI (Chart I-20). Chart I-19EUR/USD: ##br##Good News In The Price EUR/USD: Good News In The Price EUR/USD: Good News In The Price Chart I-20European Core CPI Rebound ##br##Should Prove Transient European Core CPI Rebound Should Prove Transient European Core CPI Rebound Should Prove Transient Additionally, as we argued four weeks ago, tightening Chinese monetary conditions and EM growth shocks weigh more heavily on European growth than they do on the U.S.4 As such, our EM view implies that the euro area's positive economic surprises might soon deteriorate. Therefore, the favorable growth differential between Europe and the U.S. could be at its zenith. Shorting the euro today may prove dangerous, as a violent pop next week is very possible if the last euro shorts capitulate on a positive electoral outcome. Instead, we recommend investors sell EUR/USD if this pair hits 1.12 next week. Moreover, for risk management reasons, despite our view on the AUD, we are closing our long EUR/AUD position at a 6.9% gain this week. Bottom Line: Emmanuel Macron's likely victory this weekend could prompt a last wave of euro purchases. However, we are inclined to sell the euro as economic differentials between the common currency area and the U.S. are at their apex. Moreover, European core CPI is likely to weaken in the coming quarters, removing another excuse for investors to bid up the euro. Close long EUR/AUD. A Few Words On The Yen The yen has sold-off furiously in recent weeks. The tension with North Korea and the rise in the probability of a Fed hike in June to more than 90% have been poisons for the JPY. We are reluctant to close our yen longs just yet. Our anticipation that EM stresses will become particularly acute in the coming months should help the yen across the board. That being said, going forward, we recommend investors be more aggressive on shorting NZD/JPY than USD/JPY. Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com 1 Please see Foreign Exchange Strategy Weekly Report titled “The Last Innings Of The Dollar Correction”, dated April 21, 2017, available at fes.bcaresearch.com 2 Please see Foreign Exchange Strategy Weekly Report titled "Healthcare Or Not, Risks Remain", dated March 24, 2017, available at fes.bcaresearch.com 3 Please see Foreign Exchange Strategy Special Report titled "Updating Our Intermediate Timing Models", dated April 28, 2017, available at fes.bcaresearch.com 4 Please see Foreign Exchange Strategy Weekly Report titled "ECB: All About China?", dated April 7, 2017, available at fes.bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 The Fed decided to keep the federal funds rate unchanged at the 0.75% - 1% range. The Committee highlighted the Q1 GDP weakness as transitory, as the labor market has tightened more since their last meeting, inflation is reaching its 2% target, and business investment is firming. Continuing and initial jobless claims both beat expectations; However, ISM Manufacturing PMI came in less than expected at 54.8; PCE continues to fluctuate around the 2% target, coming in at 1.8% from 2.1%; ISM Prices Paid came in at 68.5, beating expectations. Furthermore, the Committee expects that "near-term risks to the economic outlook appear roughly balanced", and that "economic activity will expand at a moderate pace". The market is now pricing in a 93.8% probability of a hike. We therefore expect the dollar to continue its appreciation after the French elections. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 The Last Innings Of The Dollar Correction - April 21, 2017 The Fed And The Dollar: A Gordian Knot - April 14, 2017 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Macron's lead over Le Pen has risen after the heated debate between the two rival candidates. We believe these dynamics were a key bullish support for the euro in the run up to elections as the possibility of a Le Pen victory is being completely priced out. Adding to this optimism is a plethora of positive data from Europe. Business and consumer confidences have both pick up. German HICP came in at 2% yoy; Overall euro area headline CPI came in at 1.9%, and core at 1.2%. Nevertheless, labor market data in the peripheries, as well as the overall euro area, was disappointing. We believe this highlights substantial slack in the economy, and will keep the ECB from increasing rates any time soon. We expect the euro to climb in the short run, but the longer-run outlook remains bleak. Look to short EUR/USD at 1.12. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 The Last Innings Of The Dollar Correction - April 21, 2017 The Fed And The Dollar: A Gordian Knot - April 14, 2017 The Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Economic data in Japan has been positive this past week: The unemployment rate went down to 2.8%, outperforming expectations. Retail trade annual growth came in 2.1%, also outperforming expectations. The jobs offer-to-applicants ratio came in at 1.45. This last number is significant, as this ratio has reached it 1990 peak, and it provides strong evidence that the Japanese labor market is very tight. Eventually, this tight labor market will exert pressures on wage inflation. In an environment like Japan, where nominal rates are capped, rising inflation would mean a collapse in real rates and consequently a collapse on the yen. Thus, we are maintaining our bearish view on the yen on a cyclical basis. On a tactical basis, we continue to be positive on the yen, given that a risk-off period in EM seems imminent. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 U.S. Households Remain In The Driver's Seat - March 31, 2017 Et Tu, Janet? - March 3, 2017 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 In spite of the tougher rhetoric coming from Brussels recently, the pound has maintained resilient and has even gain against the U.S. dollar. Indeed, recent data from the U.K. has been positive: Markit Services PMI came in at 55.8, outperforming expectations. Meanwhile, Markit Manufacturing PMI came in at 57.3, crushing expectations. Additionally, both consumer credit and M4 money supply growth also outperformed. Overall we continue to be positive on the pound, particularly against the euro, as we believe that expectations on Britain are too pessimistic, while the ability for the ECB to turn hawkish limited given that peripheral economies are still too weak to sustain tighter monetary conditions. Against the U.S. dollar the pound will have limited upside from now, given that it has already appreciated substantially. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 The Last Innings Of The Dollar Correction - April 21, 2017 Updating Our Long-Term FX Value Models - February 17, 2017 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 The RBA left its cash rate unchanged at 1.5%. The Bank also stated that its "forecasts for the Australian economy are little changed." It remains of the opinion that the low interest rate environment continues to support the outlook. This will also be a crucial ingredient to generate a positive outcome in the labor market in the foreseeable future. This past month has been very negative for the antipodean currency, with copper and iron ore prices displaying a similar behavior, losing almost 10% and 25% of their values since February, respectively. With China tightening monetary policy, and dissipating government spending soon to impact the Chinese economy, we remain bearish on AUD. In brighter news, the Bank's trimmed mean CPI measure increased by 1.9% on an annual basis, beating expectations of 1.8%. This is definitely a positive, but economic slack elsewhere could limit this development. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 U.S. Households Remain In The Driver's Seat - March 31, 2017 AUD And CAD: Risky Business - March 10, 2017 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 Data for New Zealand was very positive this week: The participation rate came in at 70.6%, outperforming expectations. Employment growth outperformed expectations substantially in the first quarter of 2017, coming in at 1.2%. The unemployment rate also outperformed coming in at 4.9% This recent data confirms our belief that inflationary pressures in New Zealand are stronger than what the RBNZ would lead you to believe. Indeed, non-tradable inflation, which measures domestically produced inflation is at its highest since 2014. Eventually, this will lead the RBNZ to abandon its neutral bias and embrace a more hawkish one, lifting the NZD in the process, particularly against the AUD. Against the U.S. dollar the kiwi dollar will likely have further downside, as the tightening in monetary conditions in China should weigh on commodity prices. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 U.S. Households Remain In The Driver's Seat - March 31, 2017 Et Tu, Janet? - March 3, 2017 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 The oil-based currency has once again succumbed to fleeting oil prices, depreciating to a 1-year low. U.S. crude inventories have recently been declining by less than expected and production in Libya has been increasing. Moreover, headline inflation dropped 0.5% from its January high of 2.1%. The Bank of Canada acknowledged the weak core CPI data in its last monetary policy meeting, but instead chose to focus on stronger economic data to change their stance to neutral. As the weakness in oil prices proves temporary due to another likely OPEC cut, headline inflation should pick up again. However, labor market conditions and economic activity remain questionable based on the weakness of recent data: retail sales are contracting 0.6% on a monthly basis, and the raw materials price index dropped 1.6%. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 The Fed And The Dollar: A Gordian Knot - April 14, 2017 AUD And CAD: Risky Business - March 10, 2017 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 Recent data in Switzerland has been mixed: Real retail sales growth came in at 2.1%, crushing expectations. However, Aprils PMI underperformed coming in at 57.4 against expectations of 58.3. Additionally, the KOF leading indicator came in at 106, al coming below expectations. EUR/CHF now stands at its highest level since late 2017 and while data has not been beating expectations it still very upbeat. We believe that conditions are slowly being put into place for the SNB to abandon its implied floor, given that core inflation is approaching its long term average. Therefore, once the French elections are over, EUR/CHF will become an attractive short, given that the euro will once again trade on economic fundamentals rather than political risks. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 The Fed And The Dollar: A Gordian Knot - April 14, 2017 Updating Our Long-Term FX Value Models - February 17, 2017 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 The krone continues to depreciate sharply. This comes as no surprise given that oil is now down 13% in 2017. Overall we expect that oil currencies will outperform metal currencies given that oil prices will have less sensitivity to EM liquidity and economic conditions. That being said, it is hard to be too bullish on oil if China slows anew, even if one believe that the OPEC deal will stay in place . This means that USD/NOK could have additional upside. On a longer term basis, there has been a slight improvement in Norwegian data, as nominal retail sales are growing at a staggering 10% pace, while real retail sales are growing at more than 2%, which are a 5-year and a 2-year high respectively. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 Updating Our Long-Term FX Value Models - February 17, 2017 Outlook: 2017's Greatest Hits - December 16, 2016 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 The April Monetary Policy meeting delivered an unexpected decision, with members deciding to extend asset purchases till the end of the year, while delaying the forecast for a rate hike to mid-2018. Recent inflationary fluctuations and weak commodity prices support the Riksbank's actions. Forecasts for both inflation and the repo rate were lowered for 2018 and 2019. The Riksbank highlighted that "to support the upturn in inflation, monetary policy needs to be somewhat more expansionary", and is prepared to be more aggressive if need be. This increasingly dovish rhetoric by the Riksbank contrasts markedly with the FOMC's hawkish tilt, a dichotomy that will prove bearish for the krona relative to the greenback. Implications for EUR/SEK are a little more blurred, as the ECB will also remain dovish for the foreseeable future. However, Sweden's attentive and cautious stance on its currency's strength will cap any downside in EUR/SEK. Report Links: Updating Our Intermediate Timing Models - April 28, 2017 Updating Our Long-Term FX Value Models - February 17, 2017 Outlook: 2017's Greatest Hits - December 16, 2016 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Closed Trades

Highlights We are going long spot gold at tonight's closing price, given our view that inflation and inflation expectations will continue to move higher going into 2018. In the U.S., we expect higher fiscal spending and tax cuts hitting the economy next year to have a significant effect on an economy already at or very close to full employment, boosting real wages and inflationary pressures. As a safe-haven, gold also is well suited to hedging geopolitical risks, which also are rising. Lastly, gold exposure has the added benefit of providing a hedge to equity positions. Energy: Overweight. The ~ 10% correction in benchmark crude oil prices from 1Q17 levels likely has run its course, as representatives of key states that are party to the November 2016 production cut deal signal it will be extended at the upcoming May 25 meeting in Vienna. We remain long Dec/17 Brent $65/bbl calls vs. short the Dec/17 Brent $45/bbl puts, which is down $0.88/bbl, and will be getting long Dec/17 Brent $55/bbl calls vs. Dec/17 $60/bbl calls at tonight's close. We expect Dec/17 Brent to reach $60/bbl by year-end, with WTI trading ~ $2.00/bbl lower. Base Metals: Neutral. Indonesia's state mining company PT Aneka Tambang is expected to resume nickel exports, reversing a three-year ban on outgoing trade. We remain neutral base metals. Precious Metals: Neutral. We are recommending an allocation to gold outright as a strategic hedge against higher inflation, particularly emanating from the U.S., and geopolitical risk in Europe (see below). Underweight. Markets remain well stocked with indications stocks-to-use data will continue to weigh on prices. We remain bearish. Feature Recent indications inflation and inflation expectations are ticking higher will persist into 2018 (Chart of the Week). U.S. fiscal spending and tax cuts expected next year will lift real wages and boost spending power. The American economy already is at or very close to full employment, and U.S. rate hikes are lagging wage growth, which will, all else equal, boost inflation and inflation expectations (Chart 2). Although we expect the Fed to raise rates at least two more times this year - perhaps three - we believe the central bank will continue to keep rate hikes behind wage growth, and will not try to get out in front of inflation (Chart 3). Chart Of The WeekGlobal CPI Inflation Continues To Percolate Global CPI Inflation Continues To Percolate Global CPI Inflation Continues To Percolate Chart 2Rate Hikes Lagging Wage Growth Rate Hikes Lagging Wage Growth Rate Hikes Lagging Wage Growth Chart 3Fed Likely Won't Get Ahead Of Inflation Fed Likely Won't Get Ahead Of Inflation Fed Likely Won't Get Ahead Of Inflation On the political and geopolitical fronts, looming Italian elections are a risk that is all but being ignored by financial markets. Our colleague Marko Papic, head of BCA's Geopolitical Strategy service, identifies next February's Italian elections as "the highest probability risk to European integration at the moment," given its potential to "reignite Euro Area breakup risk."1 Political risks dog the DM economies: falling support for globalization, which will undermine the benefits of sourcing low-cost inputs (labor and capital) worldwide; tighter immigration policies, which go hand-in-hand with falling support for globalization; a predisposition to monetize debt via higher money supply; and higher minimum-wage demands as income inequality increases all raise inflation and inflation expectations in DM economies.2 This financial and political backdrop again points us toward gold in an attempt to identify safe-haven assets and hedges against the increasing likelihood of renewed inflation. In addition, while our House view does not include a marked equities correction in the near term, it is worthwhile pointing out that gold does hedge equities when they are selling off, and in bear markets generally. A corollary to this property is that in equity bull markets, gold tends to hold value, even if it underperforms stocks in absolute terms. These are powerful properties, which increase the stability of investors' portfolios. Before proceeding, it is useful to distinguish between the specifications mentioned above:3 A safe-haven asset refers to an asset that is negatively correlated (or uncorrelated) with other assets that lose value in times of financial stress. An important feature of a safe-haven asset is that it only exhibit low or negative correlation with financial assets (e.g., equities) in extremely negative market conditions, without specifying any particular behavior when markets are not under stress. In other words, both assets could be positively correlated in bull markets, as long as the correlation turns negative when financial-market conditions deteriorate. We make a distinction between the weak and strong form of safe-havens: The weak form represents an asset that is uncorrelated with the reference asset, while the strong form is negatively correlated.4 A hedge is an asset that is negatively correlated (or uncorrelated) with another asset, on average, over the time interval being examined in a particular analysis. As with safe-haven assets, there is a similar distinction between weak- and strong-form hedges. A diversifier refers to an asset that is positively, but imperfectly, correlated with another asset on average during the period of analysis. Gold Vs. Inflation During inflationary periods, assets that generate returns for investors that offset purchasing-power losses experienced by other assets in their portfolio - i.e., a store of value - traditionally have been preferred. Gold has been used as a store of value during inflationary episodes, and for this reason is viewed as a safe haven. Fundamentally, gold's supply is relatively inelastic, and consists of above-ground physical stocks comprising public and private holdings. The world gold council estimates physical gold stocks were ~ 4570.8t at the end of 2016, up 5.8% since 2010. Demand for gold was estimated at 4249.1t at the end of 2016, versus 3281t at the end of 2000. The inelasticity of gold supply makes it difficult to respond to changes in inflation - or to any shocks to the economy, for that matter - by increasing the supply over the short term, as it would be the case with any fiat currencies and other assets. For this reason, price allocates limited supply. During inflationary periods and during a macroeconomic shock, gold's price is bid up, which is the source of returns for holding gold.5 Gold often is seen as a currency; however, it lacks a central bank that can increase its supply via turning up the printing press. This makes the precious metal a so-called "hard currency," and endows it with the ability to maintain its purchasing power during periods of inflation. In addition, it is an asset that is accepted as collateral to support bank lending and margining by the BIS and numerous banks.6 In Table 1, we look at the correlation between year-on-year gold return and U.S. CPI inflation.7 We used a sample period from 1985 to now.8 On average, during the entire sample, we obtained a correlation of 26%. Within the sub-periods gold provides a hedge against inflation, but how much of a hedge depends on other financial factors - chiefly the broad USD TWI and real U.S. interest rates - affecting its performance (Chart 4). We examine these below. Table 1Gold Vs. U.S.##BR##And EU Inflation Go Long Gold As A Strategic Portfolio Hedge Go Long Gold As A Strategic Portfolio Hedge Chart 4Gold's Inflation-Hedging Properties##BR##Affected By Monetary Conditions Gold's Inflation-Hedging Properties Affected By Monetary Conditions Gold's Inflation-Hedging Properties Affected By Monetary Conditions The hedging relationship between gold returns and the CPI inflation rates does not consistently hold up in all bear markets - e.g., the GFC, when global assets became highly correlated and lost significant value. It is possible, though, that in times of financial stress or downturn, gold's ability to act as a hedge asset to U.S. equities might sometime dominates its ability to hedge inflation, leading to an ambiguous relationship with inflation during bear markets. We delve further into this below. Gold, Inflation And U.S. Monetary Conditions We typically model gold as a function of financial variables, which are sensitive to inflation and inflation expectations and to Fed policy shifts. Given our preference for modeling gold's price evolution as a function of U.S. financial variables - the broad trade-weighted (TWI) USD and real rates, in particular - we looked further into this (Chart 5). The impact of inflation on gold prices is stronger when the dollar experiences large negative shocks and depreciates, and weaker when the USD appreciates (i.e., a large positive shock).9 So, when the USD broad TWI is falling, gold is an effective hedge. When the greenback is appreciating, it is less effective. Next, we examined the ability of gold to hedge inflation risk when U.S. real rates are high and low. To do this, we used 10-year real rates and cut a long-term sample from 1990 to now into two different sub-periods: a high-rate period from 1990 to 2003, and a low-rate period from 2003 to now (Chart 6).10 Chart 5USD's Evolution Is Important To Gold,##BR##As Are U.S. Real Rates USD's Evolution Is Important To Gold, As Are U.S. Real Rates USD's Evolution Is Important To Gold, As Are U.S. Real Rates Chart 6U.S. 10-Year##BR##Real Rates U.S. 10-year Real Rates U.S. 10-year Real Rates During the high-real-rate period, the correlation between gold and inflation is close to zero (0), meaning gold did not act as a strong hedge against inflation, but still could have been acting as a weak hedge (meaning it's uncorrelated). Gold's hedging ability increased significantly in the low-real-rate period (Table 2). Again, this supports our theory that gold's hedging ability depends on U.S. monetary conditions, and that during periods of low real U.S. interest rates gold is an effective hedge against inflation. Table 2Gold Vs. CPI Inflation In High- And Low-Real Rate Environments Go Long Gold As A Strategic Portfolio Hedge Go Long Gold As A Strategic Portfolio Hedge Gold Vs. U.S. Equities Cutting right to the chase, gold can be used to hedge equities exposure in portfolios, as the correlation analysis in Table 3 demonstrates. Here, we are examining the hedging ability of gold relative to the U.S. stock market (proxied by the S&P 500 Total Return (TR) index). Table 3Gold's Hedging Properties Vs. Equities Go Long Gold As A Strategic Portfolio Hedge Go Long Gold As A Strategic Portfolio Hedge In our analysis, we find gold and U.S. equities are negatively correlated, on average, over the entire sample (correlation coefficient -0.19). We also tested for time-varying correlation by looking at the correlation separately in different bull- and bear-market sub-periods. Bull (bear) markets are defined as periods in which the U.S. stock index has a positive (negative) move of more than 15% and that lasts for at least 3 months.11 During both bear markets, gold's annualized compound returns were up when the S&P 500 returns were negative (Table 4). This strongly suggests gold is a safe-haven asset in time of extended weakness for equities, all else equal (i.e., we don't have a 100-year global meltdown that takes all correlations to 1.00). Interestingly, the relationship is unclear for bull markets which reflects the non-linearity in gold's hedging ability. We can conclude that during bull markets, gold tends to underperform equity markets; however, this does not imply that holding gold will lead to negative returns. Hence, gold offers protection against bear markets that offsets the costs in terms of returns during bull markets.12 Table 4Gold Hedges U.S. Equities Go Long Gold As A Strategic Portfolio Hedge Go Long Gold As A Strategic Portfolio Hedge The correlation between month-on-month gold and S&P 500TR returns corroborate the earlier finding. We find that gold is negatively correlated with U.S. equities during equity bear markets, and that it is ambiguous in equity bull markets. Bottom Line: We find gold is a good hedge during inflationary periods, particularly when the USD TWI is weak and real rates are low. We also show gold has excellent safe-haven and hedging properties versus equities (using the S&P 500TR index as a proxy). Based on this analysis, we are recommending a strategic allocation to gold, and will get long at tonight's close. Robert P. Ryan, Senior Vice President Commodity & Energy Strategy rryan@bcaresearch.com Hugo Bélanger, Research Assistant Commodity & Energy Strategy hugob@bcaresearch.com 1 Please see "Political Risks Are Understated in 2018," published on April 12, 2017, by BCA Research's Geopolitical Strategy. It is available at gps.bcaresearch.com. 2 Please see "The End Of the Anglo-Saxon Economy?" published April 13, 2016, by BCA Research's Geopolitical Strategy. It is available at gps.bcresearch.com. 3 Baur, Dirk G.; Brian M. Lucey (2010), "Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold". The Financial Review 45, 217-229. 4 Baur, Dirk G.; Thomas K.J. McDermott (2010), "Is Gold a Safe Haven? International Evidence", Journal of Banking & Finance 34, 1886-1898. 5 We would note that the real price of gold increased during the Great Depression, which indicated gold's value during a period of significant deflation appears to increase, perhaps as investors fear the debasement of their currencies and the subsequent loss of purchasing power. 6 Please see Section 4 of "Basel III counterparty credit risk and exposures to central counterparties - Frequently asked questions," published by the BIS December 2012. 7 We use CPI here because it drives the payout of inflation-linked securities in the U.S. 8 We begin our analysis in 1990 for consistency throughout. We also note that several papers take note of an important structural break in U.S. inflation around 1984. Please see Batten, Jonathan A.; Cetin Ciner; Brian M. Lucey (2014), "On The Economic Determinants Of The Gold-Inflation Relation", Resources Policy 41, 101-108; and Stock, James H.; Mark W. Watson (2007), "Why Has U.S. Inflation Become Harder to Forecast?", Journal of Money, Credit and Banking 39 (supplement). For the selection of bear and bull markets, please see "Monthly Economic Report" published on April 2017, by Mackenzie investments. 9 We did this by estimating a regression to see how gold responds when the broad trade-weighted USD is trading in the 5% and 90% quantile of year-on-year U.S. dollar variation over the period 1995 to present. We did this using dummy variables to represent the impact of U.S. inflation in periods of large dollar appreciation and dollar depreciation. The model's adj-R2 is 0.45, and all coefficients are significant below 5%. 10 The mean for the high-rates period is 3.77%; for the low-rates period it is 1.07%. These rates are statistically different between these two sub-periods (using a two-tailed t-test). 11 The selection of bull and bear markets is based on Mackenzie investment analysis. Please see "Monthly Economic Report" published on April 2017, by Mackenzie investments. 12 Our results were supported by further econometric analysis of the variance properties using GARCH modeling. These results are available upon request. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed In 2017 Go Long Gold As A Strategic Portfolio Hedge Go Long Gold As A Strategic Portfolio Hedge Go Long Gold As A Strategic Portfolio Hedge Go Long Gold As A Strategic Portfolio Hedge Summary Of Trades Closed In 2016

Highlights The global credit impulse is 4 months into a mini-downswing, and it is too soon to position for the next mini-upswing. The euro area economy will remain one of the better performers in a global growth pause. Underweight German bunds in a global bond portfolio. Stay long the euro, especially euro/yuan. Go long euro area Financials versus U.S. Financials, currency unhedged, as a first foray into a beaten-up sector. Feature First the good news: the ECB's latest bank lending data indicate that the euro area 6-month bank credit impulse is stabilizing after a modest but clear decline in recent months (Chart I-2). Now the bad news: the global bank credit impulse continues to weaken. The upshot is that the euro area economy - even with 1.5% growth - will remain one of the better performers in what is now a very clear global growth pause. Chart of the WeekThe Global Bond Yield Has Shown ##br##A Regular Wave Like Pattern The Global Bond Yield Has Shown A Regular Wave Like Pattern The Global Bond Yield Has Shown A Regular Wave Like Pattern Chart I-2The 6-Month Credit Impulse Has Stabilized In The ##br##Euro Area... But Not In The U.S. Or China The 6-Month Credit Impulse Has Stabilized In The Euro Area... But Not In The U.S. Or China The 6-Month Credit Impulse Has Stabilized In The Euro Area... But Not In The U.S. Or China How To Play The Euro Area's Economic Outperformance In a global growth pause, the best way to play euro area economic outperformance is through relative positions in the bond markets and through currencies. Specifically, underweight German bunds in a global bond portfolio but stay long the euro, especially euro/yuan. The implication for euro area equities is more ambiguous. The Eurostoxx50 has a very low exposure to Technology, which tends to perform defensively in a growth pause. Conversely, the Eurostoxx50 has a high exposure to Financials, whose relative performance reduces to a play on the bond yield (Chart I-3). Given that the global credit impulse is still weakening, it is premature to expect a sustained absolute rally in Financials anywhere. Therefore, the strong knee-jerk absolute rally in European banks after the French election first round is unlikely to last. That said, with the euro area economy likely to outperform in a global growth pause, and euro area Financials still near a 50-year relative low versus U.S. Financials, euro area bank equities can now outperform banks in other markets (Chart I-4). Chart I-3Global Bond Yield = ##br##Financials Vs. Market Global Bond Yield = Financials Vs. Market Global Bond Yield = Financials Vs. Market Chart I-4T-Bond/German Bond Spread Compression =##br## Euro Area Financials Outperform U.S. Financials T-Bond/German Bond Spread Compression = Euro Area Financials Outperform U.S. Financials T-Bond/German Bond Spread Compression = Euro Area Financials Outperform U.S. Financials As a first foray into a beaten-up sector, go long euro area Financials versus U.S. Financials, currency unhedged. (Caveat: all of this assumes that Emanuel Macron beats Marine Le Pen to the French Presidency on Sunday, as we expect.) Don't Rely On Year On Year Comparisons Nature provides many of our units of time. The earth's orbit around the sun gives us a year; the moon's orbit around the earth gives us a month; the earth's rotation on its axis gives us a day. But there is absolutely no reason why economic and financial cycles should follow nature's cycles. Yet most analysts persist at looking for patterns and cycles in economic and financial data using yearly, monthly, or daily rates of change. Unfortunately, by focusing on years, months and days, they risk completely missing some of the strongest patterns and cycles in the economy and markets. Think about a clock pendulum. If you look at it once a second, it will always seem to be in the same position, motionless. You will miss the cycle. Likewise, if an economy regularly accelerates for 6 months and then symmetrically decelerates for 6 months, the yearly rate of change will be a constant, giving the false appearance that nothing is happening. It will miss the cycle. It turns out that the global economy does indeed regularly accelerate and decelerate - and that each half-cycle averages about 8 months. The strongest evidence of this very clear oscillation comes from the remarkably regular wave like pattern in the global bond yield, illustrated in the Chart of the Week and Chart I-5 and Chart I-6. Chart I-5The Global Bond Yield Has Shown A ##br##Regular Wave Like Pattern... The Global Bond Yield Has Shown A Regular Wave Like Pattern... The Global Bond Yield Has Shown A Regular Wave Like Pattern... Chart I-6...Which Is Easier To See ##br##When Detrended ...Which Is Easier To See When Detrended ...Which Is Easier To See When Detrended Furthermore, the acceleration and deceleration of bank credit flows - as measured in the global credit impulse - also exhibits a remarkably regular wave like pattern, with each half-cycle lasting about 8 months. But crucially, a half-cycle length of less than a year means that a year on year analysis would miss this very clear oscillation. Hence, our analysis always uses the 6-month credit impulse (Chart I-7). Chart I-7The Global Credit Impulse Has Also Shown A Regular Wave Like Pattern The Global Credit Impulse Has Also Shown A Regular Wave Like Pattern The Global Credit Impulse Has Also Shown A Regular Wave Like Pattern Mini Half-Cycles Average Eight Months It is not a coincidence that the bond yield and bank credit impulse exhibit near identical half-cycle lengths. The bond yield and credit impulse cycles are inextricably embraced in a perpetual feedback loop. A higher bond yield will initiate a mini down cycle. All else being equal, the higher cost of credit will weigh on credit flows. This will slow economic growth, which will then show up in GDP (and other hard) data. The bond yield will respond by readjusting down. In turn, a lower bond yield will then initiate a mini up cycle. And so on... But each stage in the sequence comes with a delay. For a change in the cost of credit to register with households and firms and fully impact credit flows, it clearly takes time. The credit flows do not generate instantaneous economic activity either. Fully spending the credit flows also takes time. Once you accept these assumptions of internal regulating feedback combined with delays in economic response, the economy has to be a naturally-oscillating system whose half-cycle length depends on the delays in economic response. And the important point is that these delays have little connection with nature's cycles. For those who are mathematically inclined, Box I-1 shows the differential equations which define the economic mini-cycle and its half-cycle length. Box 1The Mathematics Of Mini-Cycles Why Europe's 1.5% Growth Will Look Stellar Why Europe's 1.5% Growth Will Look Stellar Still, some commentators counter that credit flows don't just depend on the cost of credit. They also depend on so-called "animal spirits" - optimism or pessimism about the future. These commentators point to sentiment and survey data which show that animal spirits have soared. Our response is yes, for credit flows, heightened animal spirits in isolation are indeed a tailwind. But any rise in the cost of credit is a headwind. It follows that the net impact on credit flows depends on the relative strengths of the tailwind from heightened animal spirits and the headwind from the higher cost of credit. It is the net effect on the 6-month credit impulse - rather than heightened animal spirits per se - that determines the cyclical direction of the economy. We would suggest that the tailwind from heightened animal spirits has been countered by an even stronger headwind - the sharpest proportional rise in borrowing costs for at least 70 years (Chart I-8). Chart I-8The Sharpest Proportional Rise In Borrowing Costs For At Least 70 Years! The Sharpest Proportional Rise In Borrowing Costs For At Least 70 Years! The Sharpest Proportional Rise In Borrowing Costs For At Least 70 Years! As anticipated in our 16th February report The Contrarian Case For Bonds, incoming GDP data from the world's largest economies - the U.S., U.K. and France - now confirm this. First quarter growth (at annualised rates) sharply decelerated to 0.7%, 1.2% and 1.0% respectively. And this is not just about so-called first quarter "residual seasonality" as 6-month growth rates have also lost momentum. The global credit impulse is 4 months into a mini-downswing; the global bond yield is 2 months into a mini-downswing. Previous half-cycles have averaged 8 months, with the shortest at around 5 months. Hence, we feel it is somewhat premature to position for the next mini-upswing. Dhaval Joshi, Senior Vice President European Investment Strategy dhaval@bcaresearch.com Fractal Trading Model* The rally in Portuguese sovereign bonds appears technically overextended. Go short Portuguese sovereign 10-year bonds versus Spanish sovereign 10-year bonds with a profit target and stop loss of 2.5% . For any investment, excessive trend following and groupthink can reach a natural point of instability, at which point the established trend is highly likely to break down with or without an external catalyst. An early warning sign is the investment's fractal dimension approaching its natural lower bound. Encouragingly, this trigger has consistently identified countertrend moves of various magnitudes across all asset classes. Chart I-9 10-Year Bonds: Short Portugal / Long Spain 10-Year Bonds: Short Portugal / Long Spain * For more details please see the European Investment Strategy Special Report "Fractals, Liquidity & A Trading Model," dated December 11, 2014, available at eis.bcaresearch.com The post-June 9, 2016 fractal trading model rules are: When the fractal dimension approaches the lower limit after an investment has been in an established trend it is a potential trigger for a liquidity-triggered trend reversal. Therefore, open a countertrend position. The profit target is a one-third reversal of the preceding 13-week move. Apply a symmetrical stop-loss. Close the position at the profit target or stop-loss. Otherwise close the position after 13 weeks. Use the position size multiple to control risk. The position size will be smaller for more risky positions. Fractal Trading Model Recommendations Equities Bond & Interest Rates Currency & Other Positions Closed Fractal Trades Trades Closed Trades Asset Performance Currency & Bond Equity Sector Country Equity Indicators Bond Yields Chart II-1Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-2Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-3Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-4Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Interest Rate Chart II-5Indicators To Watch##br## - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch##br## - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch ##br##- Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch##br## - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations

Feature Table 1Recommended Allocation Monthly Portfolio Update Monthly Portfolio Update Don't Worry About The Tepid Data Risk assets are likely to continue to grind higher. Two of the catalysts we cited for this in our most recent Quarterly1 have half happened: European political risk is lifting now that Marine Le Pen looks most unlikely to win in the second round of the French presidential election (polls give her less than 40% of the vote); and the Trump administration announced its tax cut plan (which, though details are still sparse, we expect to be passed in some form this year). As a result, the MSCI All Country World Index hit a record high in late April and the S&P 500 is only 1% below its high. But both growth and inflation have surprised somewhat to the downside in the past couple of months. The Citi Economic Surprise Index for the U.S. has fallen sharply, though surprises remain fairly positive elsewhere (Chart 1).Q1 U.S. real GDP growth came in at an annualized rate of only 0.7%. This has pushed bond yields down (with the US Treasury 10-year yield falling back to 2.2%), consequently weakening the dollar. We are not unduly worried about the tepid data. It is mainly due to technical factors. Corporate loan growth in the U.S., for example (Chart 2), mostly reflects just the lagged effect of last year's slowdown on banks' willingness to lend, as well as energy companies repaying credit lines they tapped in early 2016 when short of working capital. The weakness in auto sales (Chart 3) is most likely caused by the end of the car replacement cycle which began in 2010, rather than reflecting any generalized deterioration in consumer behavior. Moreover, there seem to be problems with seasonal adjustment of data caused by the extreme swings in the economy in 2008 and 2009: Q1 has been the weakest quarter for U.S. GDP in six out of the past 10 years, and has on average been 2.3 ppts lower than Q2.2 There were no such distortions prior to 1996. Chart 1U.S. Growth Has Surprised To The Downside U.S. Growth Has Surprised To The Downside U.S. Growth Has Surprised To The Downside Chart 2Weaker Loan Growth Is Mostly Technical... Weaker Loan Growth Is Mostly Technical... Weaker Loan Growth Is Mostly Technical... Chart 3...And The Slowdown In Autos Is Just The End Of A Replacement Cycle ...And The Slowdown In Autos Is Just The End Of A Replacement Cycle ...And The Slowdown In Autos Is Just The End Of A Replacement Cycle A consequence of the wobbly data is that markets have become too complacent about the Fed raising rates, with futures markets now projecting only about 40 bps of hikes over the next 12 months (Chart 4). Our view is that wages will gradually move up this year, pushing core PCE inflation to 2% by year end, which will cause the Fed to raise rates twice before end-2017 and once early in 2018 (though the latter rise could be postponed if the Fed starts to reduce its balance-sheet and forgoes one quarter's hike to judge the impact of this on the market). By contrast, we do not see the ECB hiking before 2019 at the earliest, with ECB President Draghi reiterating that he sees core inflation staying low and remains concerned about the fragile banking systems in peripheral European markets and about Italian politics. We also believe Bank of Japan governor Kuroda when he says he has no plans to change the BoJ's 0% target for the 10-year JGB yield. All this implies that the dollar is likely to appreciate further in the next 12 months as interest rate spreads widen (Chart 5). Chart 4Fed Is Likely To Hike Faster Than This Fed Is Likely To Hike Faster Than This Fed Is Likely To Hike Faster Than This Chart 5Interest Differentials Suggest Further Dollar Strength Interest Differentials Suggest Further Dollar Strength Interest Differentials Suggest Further Dollar Strength The next catalyst for equities to rise further could be earnings. Q1 U.S. earnings are surprising significantly on the upside, with EPS growth of 11.7% year on year and 75% of companies beating analysts' estimates.3 BCA's proprietary model suggests that S&P 500 operating earnings this year could grow by over 20% (Chart 6). If anything, upside surprises to earnings have been even stronger in the euro zone and Japan. With none of the standard indicators signaling any risk of recession over the next 12 months (Chart 7), we remain overweight equities versus bonds. We continue to warn, though, that the Goldilocks scenario of healthy growth and stable inflation may not last for long. A combination of tax cuts, wage growth accelerating as labor participation hits a ceiling, and the Fed falling behind the curve (perhaps when President Trump - given that he recently confessed "I do like a low interest rate policy" - appoints a dovish replacement for Janet Yellen as Fed Chair) could cause inflation to rise unexpectedly next year, forcing the Fed to raise rates sharply, triggering a recession in 2019. Chart 6U.S. Earnings Could Grow 20% This Year U.S. Earnings Could Grow 20% This Year U.S. Earnings Could Grow 20% This Year Chart 7No Sign Of A Recession On The Horizon No Sign Of A Recession On The Horizon No Sign Of A Recession On The Horizon Equities: In a risk-on environment, euro zone equities should continue to outperform, due to their higher beta (averaging 1.3 against global equities over the past 20 years, compared to 0.9 for the U.S.), more cyclical earnings, and modestly cheaper valuations (forward PE is at a 18.9% discount to the U.S.). Japanese equities should also do well as interest rates rise again globally (except in Japan where the BoJ will stick to its 0% yield target on 10-year bonds), which should push down the yen and boost earnings. We remain overweight Japanese equities on a currency-hedged basis. We are underweight EM equities, which are likely to be weighed down over the next 12 months by the stronger dollar, and by a slowdown in China which should cause commodity prices to fall. Fixed Income: We expect the 10-year U.S. Treasury yield to reach 3% by year-end: a pickup in real growth, slightly higher inflation and two more Fed hikes can easily add 70 bps to the yield over the next eight months. Euro zone yields will also rise, though not by as much. This implies a negative return from G7 sovereign bonds for the first time since 1994. We continue to prefer corporate credit, with a preference for U.S. investment-grade debt over high-yield bonds (which have stretched valuations) and over European corporate debt (which will be negatively affected by the tapering of ECB purchases next year). Currencies: As described above, we do not believe that the dollar appreciation which began in 2014 is over, due to divergences in monetary policy. We would look for a further 5-10% appreciation of the dollar over the coming 12 months, though the rise is likely to be bigger against the yen and emerging market currencies than against the euro. Commodity currencies such as the Australian dollar also look vulnerable and overvalued. The British pound will be driven by the vicissitudes of the Brexit negotiations in the short-run but looks undervalued in the long run if, as we expect, the EU eventually agrees a moderately satisfactory trade deal with the U.K. Commodities: We continue to believe that the equilibrium level for oil is $55 a barrel, and that an extension of the OPEC production agreement beyond June and a drawdown in inventories in the second half will bring WTI crude back to that level - with the risk of even $60-65 temporarily if there are any unforeseen supply disruptions. We remain more cautious on industrial commodities, which will be hurt by a mild withdrawal of monetary and fiscal stimulus in China. Following its 6.9% GDP print in Q1, Chinese growth is likely to slow moderately. However, with the Party Congress coming up in the fall, growth will not be allowed to slow excessively - and, indeed, there are signs that central government spending has begun to accelerate recently (Chart 8). We remain positive on gold as a long-term hedge against the tail risk of inflation. As our recent Special Report on Safe Havens demonstrated,4 gold has historically provided good returns during recessions, particularly those associated with high inflation (Chart 9). Chart 8China Is Withdrawing Stimulus - Or Is It? China Is Withdrawing Stimulus - Or Is It? China Is Withdrawing Stimulus - Or Is It? Chart 9Gold Glisters When Inflation Rises Gold Glisters When Inflation Rises Gold Glisters When Inflation Rises Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com 1 Please see Global Asset Allocation, "Quarterly Portfolio Outlook: No Reasons To Turn Cautious," dated 3 April 2017, available at gaa.research.com 2 For detailed analysis of the problems with seasonal adjustment, please see U.S. Investment Strategy, "Spring Snapback?" dated April 24, 2017, available at usis.bcaresearch.com 3 So far about half of U.S. companies have reported. 4 Please see Global Asset Allocation, "Safe Havens: Where To Hide Next Time?" dated April 21, 2017, available at gaa.bcaresearch.com. Recommended Asset Allocation

Dear Client, In addition to this abbreviated Weekly Report, I sent you a Special Report earlier today written by my colleague Mark McClellan of our monthly Bank Credit Analyst publication. Following up on many of the themes discussed in our latest Quarterly Strategy Outlook, Mark makes a convincing case that most of the factors that have suppressed global interest rates since the financial crisis could begin to unwind or even reverse over the coming years. Best regards, Peter Berezin, Chief Global Strategist Feature Davos Man Is Happy Chart 1Macron Leading Le Pen Macron Leading Le Pen Macron Leading Le Pen Populist forces have been in retreat of late. First came the Austrian presidential elections, which saw voters reject a populist right-wing challenger in favor of a former Green Party leader who pledged to be an "open-minded, liberal-minded, and above all a pro-European president." Then came the Dutch elections, where Prime Minister Mark Rutte won more seats than the maverick Geert Wilders. Last week the pound surged after U.K. Prime Minister Theresa May called for a fresh election. May's announcement was designed to expand the Conservative Party's majority, thus neutralizing the ability of a few hardline Tories to scuttle a Brexit deal. These uncompromising MPs would rather see negotiations break down than acquiesce to any of the EU's demands, including that the U.K. pay the remaining £60 billion portion of its contribution to the EU's 2014-20 budget. This week we have the results of the first round of the French presidential elections. Despite the media's absurd characterization of Emmanuel Macron as an "outsider," the former government minister was, in fact, the establishment's dream candidate: pro-business and fervently Europhile. Current polls show Macron beating Le Pen in a runoff by 21 points (Chart 1). Finally, on the other side of the Atlantic, Donald Trump has caved on most of his populist campaign pledges. He agreed to drop his requests that Congress pay for a border wall with Mexico and defund Planned Parenthood. The move is likely to avert an imminent government shutdown. In addition, Trump backed off his pledge to scrap NAFTA. This follows on the heels of his decision not to label China as a "currency manipulator," something he had promised to do during the campaign. And to top it all off, Trump released a one-page tax plan with all the goodies the Republican establishment has been craving: Lower corporate and personal tax rates and the abolition of the estate tax. Risk Assets Will Benefit... Not surprisingly, global equities have responded positively to these developments. The MSCI All-Country World Index hit a record high this week (Chart 2). A rebound in corporate earnings is helping to propel stocks higher. Our global earnings model points to further upside for profits over the coming months (Chart 3). Chart 2Global Equities At Record Highs Global Equities At Record Highs Global Equities At Record Highs Chart 3More Upside Ahead For Global Earnings More Upside Ahead For Global Earnings More Upside Ahead For Global Earnings The laggard remains the Treasury market. Trump's tax plan will add about $5 trillion to the national debt over the next decade above and beyond what the Congressional Budget Office is already projecting. Yet, the 10-year Treasury yield remains 30 basis points below where it was in early March. The market is pricing in just under two rate hikes over the next 12 months. This is below the Fed's guidance and our own expectations. We went short the January 2018 fed funds futures contract last week (Chart 4). Higher U.S. rate expectations should lead to a further widening of rate differentials between the U.S. and its trading partners (Chart 5). Mario Draghi underscored yesterday that the ECB has no plans to remove monetary stimulus anytime soon. If anything, rising inflation expectations in the euro area on the back of a firming economy could lead to lower real yields there, putting downward pressure on the euro. Chart 6 shows that the market expects real U.S. five-year yields to be only 11 basis points higher than in the euro area in 2022.1 That seems too low to us, given the euro area's bleak demographics and high debt levels. We continue to see EUR/USD reaching parity later this year. Chart 4The Market Is Lowballing The Fed The Market Is Lowballing The Fed The Market Is Lowballing The Fed Chart 5Higher U.S. Rate Expectations Will Lead To Further Widening Of Rate Differentials Higher U.S. Rate Expectations Will Lead To Further Widening Of Rate Differentials Higher U.S. Rate Expectations Will Lead To Further Widening Of Rate Differentials Chart 6The Vanishing Transatlantic Bond Spread The Establishment Strikes Back The Establishment Strikes Back ...But Populists Will Triumph In The End Steady growth and falling unemployment will reduce support for populist parties over the coming 12 months. This will help keep global equities in an uptrend. Beyond then, the clouds are likely to darken. We argued in our Q2 Strategy Outlook that global growth could begin to slow in the second half of next year.2 If that happens, support for mainstream political parties will fade. Structural forces will further bolster support for populist leaders. Chart 7 shows that Le Pen won the plurality of voters between the ages of 35 and 59. Young voters tilted towards Mélenchon, while older voters overwhelmingly went for Emmanuel Macron and François Fillon. If recent voting trends are any guide, the elderly of tomorrow will be more sympathetic to Le Pen than the elderly of today. Le Pen's populist message on the economy could resonate more with younger voters (indeed, Le Pen beat Macron among voters between the ages of 18 and 24). Chart 7Who Likes Le Pen? The Establishment Strikes Back The Establishment Strikes Back Meanwhile, worries about terrorism will undermine support for the establishment. There are 17,000 people on the French government's terrorist watch list, 2,000 of whom have fought in Syria and Iraq. Macron's feeble pledge to hire 10,000 additional police officers will do little to thwart future attacks. In the U.S., Trump's pivot towards the establishment wing of the Republican Party could prove to be short-lived. Most Republican voters have mixed feelings about Donald Trump the man. They voted for Trumpism, not Trump. Either Trump will start delivering on the promises that endeared him to blue-collar workers in states such as Ohio and Pennsylvania, or he will go down in flames in the next election. Bottom Line: Investors should overweight global equities in a balanced portfolio over the next 12 months, but look to reduce exposure in the second half of next year. Peter Berezin, Chief Global Strategist Global Investment Strategy peterb@bcaresearch.com 1 Please see Global Investment Strategy Weekly Report, "Talk Is Cheap: EUR/USD Is Heading Towards Parity," dated April 14, 2017, available at gis.bcaresearch.com. 2 Please see Global Investment Strategy Outlook: "Second Quarter 2017: A Three-Act Play," dated March 31, 2017, available at gis.bcaresearch.com. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Dear Client, In addition to an abbreviated Weekly Report that you will receive later tonight, I am sending you this Special Report written by my colleague Mark McClellan of our monthly Bank Credit Analyst publication. Following up on many of the themes discussed in our latest Quarterly Strategy Outlook, Mark makes a convincing case that most of the factors that have suppressed global interest rates since the financial crisis could begin to unwind or even reverse over the coming years. Best regards, Peter Berezin, Chief Global Strategist Highlights The fundamental drivers of the low rate world are considered by many to be structural, and thus likely to keep global equilibrium bond yields quite depressed by historical standards for years to come. However, some of the factors behind ultra-low interest rates have waned, while others have reached an inflection point. The age structure of world population is transitioning from a period in which aging added to the global pool of savings to one in which aging will begin to drain that pool. Global investment needs will wane along with population aging, but the majority of the effect on equilibrium interest rates is in the past. In contrast, the demographic effects that will depress desired savings are still to come. The net impact will be bond-bearish. Moreover, the massive positive labor supply shock, following the integration of China and Eastern Europe into the world's effective labor force, is over. Indeed, this shock is heading into reverse as the global working-age population ratio falls. This may improve labor's bargaining power, sparking a shift toward using more capital in the production process and thereby placing upward pressure on global real bond yields. It is too early to declare globalization dead, but the neo-liberal trading world order that has been in place for decades is under attack. This could be inflationary if it disrupts global supply chains. Anti-globalization policies could paradoxically be positive for capital spending, at least for a few years. As for China, the fundamental drivers of its savings capacity appear to rule out a return to the days when the country was generating a substantial amount of excess savings. Technological advance will remain a headwind for real wage gains, but at least the transition to a world that is less labor-abundant will boost workers' ability to negotiate a larger share of the income pie. We are not making the case that real global bond yields are going to quickly revert to pre-Lehman averages. Global yields could even drop back to previous lows in the event of another recession. Nonetheless, from a long-term perspective, current market expectations for bond yields are too low. Investors should have a bond-bearish bias on a medium- and long-term horizon. Feature In the September 2016 The Bank Credit Analyst, we summarized the key drivers behind the major global macroeconomic disequilibria that have resulted in deflationary pressure, policy extremism, dismal productivity, and the lowest bond yields in recorded history (Chart 1). The disequilibria include income inequality, the depressed wage share of GDP, lackluster capital spending, and excessive savings. Chart 1Global Disequilibria Beware Inflection Points In The Secular Drivers Of Global Bonds Beware Inflection Points In The Secular Drivers Of Global Bonds The fundamental drivers of the low bond yield world are now well documented and understood by investors. These drivers generally are considered to be structural, and thus likely to keep global equilibrium bond yields and interest rates at historically low levels for years to come according to the consensus. Based on discussions with BCA clients, it appears that many have either "bought into" the secular stagnation thesis or, at a minimum, have adopted the view that growth headwinds preclude any meaningful rise in bond yields. However, bond investors might have been lulled into a false sense of security. Yields will not return to pre-Lehman norms anytime soon, but some of the factors behind the low-yield world have waned, while others have reached an inflection point. Most importantly, the age structure of world population is transitioning from a period in which aging added to the global pool of savings to one in which aging will begin to drain that pool. We have reached the tipping point. Equilibrium real bond yields will gradually move higher as a result. But before we discuss what is changing, it is important to review the drivers of today's macro disequilibria. Several of them predate the Great Financial Crisis, including demographic trends, technological advances, and the integration of China's massive workforce and excess savings into the global economy. Ultra-Low Rates: How Did We Get Here? (A) Demographics And Global Savings Chart 2Global Shifts In The Saving And Investment Curves Beware Inflection Points In The Secular Drivers Of Global Bonds Beware Inflection Points In The Secular Drivers Of Global Bonds The so-called Global Savings Glut has been a bullish structural force for bonds for the past couple of decades. We won't go through all of the forces behind the glut, but a key factor is population aging in the advanced economies. Ex-ante desired savings rose as baby boomers entered their high-income years. The Great Financial Crisis only served to reinforce the desire to save, given the setback in the value of boomers' retirement nest eggs.1 The corporate sector also began to save more following the crisis. Even more importantly, the surge in China's trade surplus since the 1990s had to be recycled into the global pool of savings. While China's rate of investment was very high, its propensity to save increased even faster, resulting in a swollen external surplus and a massive net outflow of capital. Other emerging economies also made the adjustment from net importers of capital to net exporters following the Asian crisis in the late 1990s. By leaning into currency appreciation, these countries built up huge foreign exchange reserves that had to be recycled abroad. In theory, savings must equal investment at the global level and real interest rates shift to ensure this equilibrium (Chart 2). China's excess savings, together with a greater desire to save in the developed countries, represented a shift in the saving schedule to the right. The result was downward pressure on global interest rates. (B) Demographics And Global Capital Spending Demographics and China's integration also affected the investment side of the equation. A slower pace of labor force growth in the developed countries resulted in a permanently lower level of capital spending relative to GDP. Slower consumer spending growth, as a result of a more moderate expansion in the working-age population, meant a reduced appetite for new factories, malls, and apartment buildings. Chart 3 shows that the growth rate of global capital spending that is required to maintain a given capital-to-output ratio has dropped substantially, due to the dramatic slowdown in the growth of the world's working-age population.2 Keep in mind that this estimate refers only to the demographic component of investment spending. Actual capital expenditure growth will not be as weak as Chart 3 suggests because firms will want to adopt new technologies for competitive or environmental reasons. Nonetheless, the point is that the structural tailwind for global capex from the post-war baby boom has disappeared. Chart 3Demographics Are A Structural Headwind For Global Capex Beware Inflection Points In The Secular Drivers Of Global Bonds Beware Inflection Points In The Secular Drivers Of Global Bonds (C) Labor Supply Shock And Global Capital Spending While the working-age population ratio peaked in the developed countries years ago, it is a different story at the global level (Chart 4). The integration of the Chinese and Eastern European workforces into the global labor pool during the 1990s and 2000s resulted in an effective doubling of global labor supply in a short period of time. Relative prices must adjust in the face of such a large boost in the supply of labor relative to capital. The sudden abundance of cheap labor depressed real wages from what they otherwise would have been, thus incentivizing firms to use more labor and less capital at the margin. The combination of slower working-age population growth in the advanced economies and a surge in the global labor force resulted in a decline in desired global capital spending. In terms of Chart 2, the leftward shift of the investment schedule reinforced the impact of the savings impulse in placing downward pressure on global interest rates. (D) Labor Supply Shock And Income Inequality The wave of cheap labor also aggravated the trend toward greater inequality in the advanced economies and the downward trend in labor's share of the income pie (Chart 5). In theory, a surge in the supply of labor is a positive "supply shock" that benefits both developed and developing countries. However, a recent report by David Autor and Gordon Hanson3 highlighted that trade agreements in the past were incremental and largely involved countries with similar income levels. The sudden entry of China to the global trade arena, involving a massive addition to the effective global stock of labor, was altogether different. The report does not argue that trade has become a "bad" thing. Rather, it points out that the adjustment costs imposed on the advanced economies were huge and long-lasting, as Chinese firms destroyed entire industries in developed countries. The lingering adjustment phase contributed to greater inequality in the major countries. Management was able to use the threat of outsourcing to gain the upper hand in wage negotiations. The result has been a rise in the share of income going to high-income earners in the Advanced Economies, at the expense of low- and middle-income earners (Chart 6). The same is true, although to a lesser extent, in the emerging world. Chart 4Working-Age Population Ratios Have Peaked Working-Age Population Ratios Have Peaked Working-Age Population Ratios Have Peaked Chart 5Labor Share Of Income Has Dropped Labor Share Of Income Has Dropped Labor Share Of Income Has Dropped Chart 6Hollowing Out Hollowing Out Hollowing Out Greater inequality, in turn, has weighed on aggregate demand and equilibrium interest rates because a larger share of total income flowed to the "rich" who tend to save more than the low- and middle-income classes. (E) The Dark Side Of Technology Advances in technology also contributed to rising inequality. In theory, new technologies hurt some workers in the short term, but benefit most workers in the long run because they raise national income. However, there is evidence that past major technological shocks were associated with a "hollowing out" or U-shaped pattern of employment. Low- and high-skilled employment increased, but the proportion of mid-skilled workers tended to shrink. Wages for both low- and mid-skilled labor did not keep up with those that were highly-skilled, leading to wider income disparity. Today, technology appears to be resulting in faster, wider and deeper degrees of hollowing-out than in previous periods of massive technological change. This may be because machines are not just replacing manual human tasks, but cognitive ones too. A recent IMF report made the case that technology and global integration played a dominant role in labor's declining fortunes. Technology alone explains about half of the drop in the labor share of income in the developed countries since 1980.4 Falling prices for capital goods, information and communications technology in particular, have facilitated the expansion of global value chains as firms unbundled production into many tasks that were distributed around the world in a way that minimized production costs. Chart 7 highlights that the falling price of capital goods in the advanced economies went hand-in-hand with rising participation in global supply chains since 1990. Falling capital goods prices also accelerated the automation of routine tasks, contributing especially to job destruction in the developed (high-wage) economies. In other words, firms in the developed world either replaced workers with machinery in areas where technology permitted, or outsourced jobs to lower-wage countries in areas that remained labor-intensive. Both trends undermined labor's bargaining power, depressed labor's share of income, and contributed to inequality. The effects of technology, global integration, population aging and China's economic integration are demonstrated in Chart 8. The world working-age-to-total population ratio rose sharply beginning in the late 1990s. This resulted in an upward trend in China's investment/GDP ratio, and a downward trend in the G7. The upward trend in the G7 capital stock-per-capita ratio began to slow as a result, before experiencing an unprecedented contraction after the Great Recession and Financial Crisis. Chart 7Economic Integration And Falling Capital Goods Prices Economic Integration And Falling Capital Goods Prices Economic Integration And Falling Capital Goods Prices Chart 8Macro Impact Of Labor Supply Shock Macro Impact Of Labor Supply Shock Macro Impact Of Labor Supply Shock The result has been a deflationary global backdrop characterized by demand deficiency and poor potential real GDP growth, both of which have depressed equilibrium global interest rates over the past 20 to 25 years. Transition Phase Chart 9Working-Age Population To Shrink in G7 and China Working-Age Population To Shrink in G7 and China Working-Age Population To Shrink in G7 and China It would appear easy to conclude that these trends will be with us for another few decades because the demographic trends will not change anytime soon. Nonetheless, on closer inspection the global economy is transitioning from a period when cyclical economic pressures and all of the structural trends were pushing equilibrium interest rates in the same direction, to a period in which the economic cycle is becoming less bond-friendly and some of the secular drivers of low interest rates are gradually changing direction. First, the massive labor supply shock of the past few decades is over. The world working-age population ratio has peaked according to United Nations estimates. This ratio is already declining in the major advanced economies and is in the process of topping out in China. The absolute number of working-age people will shrink in China and the G7 countries over the next five years, although it will continue to grow at a low rate for the world as a whole (Chart 9). Unions are unlikely to make a major comeback, but a backdrop that is less labor-abundant should gradually restore some worker bargaining power, especially as economies regain full employment. The resulting upward pressure on real wages will support capital spending as firms substitute toward capital and away from (increasingly expensive) labor. Consumer demand will also receive a boost if inequality moderates and the labor share of income begins to rise. Globalization On The Back Foot Chart 10Globalization Peaking? Globalization Peaking? Globalization Peaking? Second, it is too early to declare globalization dead, but the neo-liberal trading world order that has been in place for decades is under attack. Global exports appear to have peaked relative to GDP and average tariffs have ticked higher (Chart 10). The World Trade Organization has announced that the number of new trade restrictions or impediments outweighed the number of trade liberalizing initiatives in 2016. The U.K. appears willing to sacrifice trade for limits to the free movement of people. The new U.S. Administration has ditched the Trans-Pacific Partnership (TPP) and is threatening to impose punitive tariffs on some trading partners. Anti-globalization policies could paradoxically be positive for capital spending, at least for a few years. If the U.S. were to impose high tariffs on China, for example, it would make a part of the Chinese capital stock redundant overnight. In order for the global economy to produce the same amount of goods and services as before, the U.S. and other countries would need to invest more. Any unwinding of globalization would also be inflationary as it would disrupt international supply chains. Demographics And Saving: From Tailwind To Headwind... Third, the impact of savings in the major advanced economies and China on global interest rates will change direction as well. In the developed world, aggregate household savings will come under downward pressure as boomers increasingly shift into retirement. Economists are fond of employing the so-called life-cycle theory of consumer spending. According to this theory, consumers tend to smooth out lifetime spending by accumulating assets during the working years in order to maintain a certain living standard after retirement. The U.N. National Transfer Accounts Project has gathered data on spending and labor income by age cohort at a point in time. Chart 11 presents the data for China and three of the major advanced economies. The data for the advanced economies suggest that spending tends to rise sharply from a low level between birth and about 15 years of age. It continues to rise, albeit at a more modest pace, through the working years. Other studies have found that consumer spending falls during retirement. Nonetheless, these studies generally include only private spending and therefore do not include health care that is provided by the government. The data presented in Chart 11 show that, if government-provided health care is included, personal spending rises sharply toward the end of life. The profile is somewhat different in China. Spending rises quickly from birth to about 20 years of age, and is roughly flat thereafter. Indeed, consumption edges lower after 75-80 years of age. These data allow us to project the impact of changing demographics on the average household saving rate in the coming years, assuming that the income and spending profiles shown in Chart 11 are unchanged. We start by calculating the average saving rate across age cohorts given today's age structure. We then recalculate the average saving rate each year moving forward in time. The resulting saving rate changes along with the age structure of the population. Chart 11Income And Consumption By Age Cohort Beware Inflection Points In The Secular Drivers Of Global Bonds Beware Inflection Points In The Secular Drivers Of Global Bonds The results are shown in Chart 12. The saving rates for all four economies have been indexed at zero in 2016 for comparison purposes. The aggregate saving rate declines in all cases, falling between 4 and 8 percentage points between 2016 and 2030. Germany sees the largest drop of the four countries. Chart 12Aging Will Undermine Aggregate Saving Aging Will Undermine Aggregate Saving Aging Will Undermine Aggregate Saving The simulations are meant to be suggestive, rather than a precise forecast, because the savings profile across age cohorts will adjust over time. Moreover, governments will no doubt raise taxes to cover the rising cost of health care, providing a partial offset in terms of the national saving rate.5 Nonetheless, the simulations highlight that the major economies are past the point where the baby boom generation is adding to the global savings pool at a faster pace than retirees are drawing from it. The age structure in the major advanced economies is far enough advanced that the rapid increase in the retirement rate will place substantial downward pressure on aggregate household savings in the coming years. It is well known that population aging will also undermine government budgets. Rising health care costs are already captured in our household saving rate projection because the data for household spending includes health care even if it is provided by the public sector. However, public pension schemes will also be a problem. To the extent that politicians are slow to trim pension benefits and/or raise taxes, public pension plans will be a growing drain on national savings. Could younger, less developed economies offset some of the demographic trends in China and the Advanced Economies? Numerically speaking, a more effective use of underutilized populations in Africa and India could go a long way. Nevertheless, deep-seated structural problems would have to be addressed and, even then, it is difficult to see either of these regions turning into the next "China story" given the current backlash against globalization and immigration. ...And The Capex Story Is Largely Behind Us Demographic trends also imply less capital spending relative to GDP, as discussed above. In terms of the impact on global equilibrium interest rates, it then becomes a race between falling saving and investment rates. Some analysts point to the Japanese experience because it is the leading edge in terms of global aging. Bond yields have been extremely low for many years even as the household saving rate collapsed, suggesting that ex-ante investment spending shifted by more than ex-ante savings. Nonetheless, Japan may not be a good example because the deterioration in the country's demographics coincided with burst bubbles in both real estate and stocks that hamstrung Japanese banks for decades. A series of policy mistakes made things worse. Economic theory is not clear on the net effect of demographics on savings and investment. The academic empirical evidence is inconclusive as well. However, a detailed IMF study of 30 OECD countries analyzed the demographic impact on a number of macroeconomic variables, including savings and investment.6 They estimated separate demographic effects for the old-age dependency ratio and the working-age population ratio. Applying the IMF's estimated model coefficients to projected changes in both of these ratios over the next decade suggests that the decline in ex-ante savings will exceed the ex-ante drop in capex requirements by about 1 percentage point of GDP. This is a non-trivial shift. Chart 13Demographics And Capex Requirements Beware Inflection Points In The Secular Drivers Of Global Bonds Beware Inflection Points In The Secular Drivers Of Global Bonds Moreover, our simulations highlight that timing is important. The outlook for the household saving rate depends on the changing age structure of the population and the distribution of saving rates across age cohorts. Thus, the average saving rate will trend down as populations continue to age over the coming decades. In contrast, the impact of demographics on capital spending requirements is related to the change in the growth rate of the working-age population. Chart 13 once again presents our estimates for the demographic component of capital spending. The top panel presents the world capex/GDP ratio that is necessary to maintain a constant capital/output ratio, and the bottom panel shows the change in that ratio. The important point is that the downward adjustment in world capex/GDP related to aging is now largely behind us because most of the deceleration in the growth rate of the working-age population is done. This is in contrast to the household saving rate adjustment where all of the adjustment is still to come. China Is Transitioning Too China must be treated separately from the developed countries because of its unique structural issues. As discussed above, household savings increased dramatically beginning in the mid-1990s (Chart 14). This trend reflected a number of factors, including: the rising share of the working-age population; a drop in the fertility rate, following the introduction of the one-child policy in the late 1970s that allowed households to spend less on raising children and save more for retirement; health care reform in the early 1990s required households to bear a larger share of health care spending; and job security was also undermined by reform of the state-owned enterprises (SOE) in the late 1990s, leading to increased precautionary savings to cover possible bouts of unemployment. These savings tailwinds have turned around in recent years and the household saving rate appears to have peaked. China's contribution to the global pool of savings has already moderated significantly, as measured by the current account surplus. The surplus has withered from about 9% in 2008 to 2½% in 2016. A recent IMF study makes the case that China's national saving rate will continue to decline. The IMF estimates that for every one percentage-point rise in the old-age dependency ratio, the aggregate household saving rate will fall by 0.4-1 percentage points. In addition, the need for precautionary savings is expected to ease along with improvements in the social safety net, achieved through higher government spending on health care. The household saving rate will fall by three percentage points by 2021 according to the IMF (Chart 15). Competitive pressure and an aging population will also reduce the saving rates of the corporate and government sectors. Chart 14China's Savings Rates Have Peaked... China's Savings Rates Have Peaked... China's Savings Rates Have Peaked... Chart 15...Suggesting That External Surplus Will Shrink ...Suggesting That External Surplus Will Shrink ...Suggesting That External Surplus Will Shrink Of course, investment as a share of GDP is projected to moderate too, reflecting a rebalancing of the economy away from exports and capital spending toward household consumption. The IMF expects that savings will moderate slightly faster than investment, leading to a narrowing in the current account surplus to almost zero by 2021. A lot of assumptions go into this type of forecast such that we must take it with a large grain of salt. Nonetheless, the fundamental drivers of China's savings capacity appear to rule out a return to the days when the country was generating a substantial amount of excess savings. Moreover, a return to large current account surpluses would likely require significant currency depreciation, which is a political non-starter given U.S. angst over trade. The risk is that China's excess savings will be less, not more, in five year's time. Tech Is A Wildcard It is extremely difficult to forecast the impact of technological advancement on the global economy. We cannot say with any conviction that the tech-related effects of "hollowing out", "winner-take-all" and the "skills premium" will moderate in the coming years. Nonetheless, these effects have occurred alongside a surge in the world's labor force and rapid globalization of supply chains, both of which reinforced the erosion of employee bargaining power. Looking ahead, technology will still be a headwind for some employees, but at least the transition from a world of excess labor to one that is more labor-scarce will boost workers' ability to negotiate a larger share of the income pie. We will explore the impact of technology on productivity, inflation, growth, and bond yields in a companion report to be published in the next issue. Conclusion: Table 1Key Secular Drivers Beware Inflection Points In The Secular Drivers Of Global Bonds Beware Inflection Points In The Secular Drivers Of Global Bonds The main points we made in this report are summarized in Table 1. All of the structural factors driving real bond yields were working in the same (bullish) direction over the past 30-40 years. Looking ahead, it is uncertain how technological improvement will affect bond prices, but we expect that the others will shift (or have already shifted) to either neutral or outright bond-bearish. No doubt, our views that globalization and inequality have peaked, and that the labor share of income has bottomed, are speculative. These factors may not place much upward pressure on equilibrium yields. Nonetheless, it seems likely that the demographic effect that has depressed capital spending demand is well advanced. We see it shifting from a positive factor for bond prices to a neutral factor in the coming years. It is also clear that the massive positive labor supply shock is over, and is heading into reverse as the global working-age population ratio falls. This may improve labor's bargaining power and the resulting boost consumer spending will be negative for bonds. This may also spark a shift toward using more capital in the production process and thereby place additional upward pressure on global real bond yields. Admittedly, however, this last point requires more research because theory and empirical evidence on it are not clear. Perhaps most importantly, the aging of the population in the advanced economies has reached a tipping point; retirees will drain more from the pool of savings than the working-age population will add to it in the coming years. We have concentrated on real equilibrium bond yields in this report because it is the part of nominal yields that is the most depressed relative to historical norms. The inflation component is only a little below a level that is consistent with central banks meeting their 2% inflation targets in the medium term. There is a risk that inflation will overshoot these targets, leading to a possible surge in long-term inflation expectations that turbocharges the bond bear market. This is certainly possible, as highlighted by a recent Global Investment Strategy Quarterly Strategy Outlook. Pain in bond markets would be magnified in this case, especially if central banks are forced to aggressively defend their targets. Please note that we are not making the case that real global bond yields will quickly revert to pre-Lehman averages. It will take time for the bond-bullish structural factors to unwind. It will also take time for inflation to gain any momentum, even in the United States. Global yields could even drop back to previous lows in the event of another recession. Nonetheless, from a long-term perspective, current market expectations suggest that investors have adopted an overly benign view on the outlook for yields. For example, implied real short-term rates remain negative until 2021 in the U.S. and 2026 in the Eurozone, while they stay negative out to 2030 in the U.K. (Chart 16). We doubt that short-term rates will be negative for that long, given the structural factors discussed above. Another way of looking at this is presented in Chart 17. The market expects the 10-year Treasury yield in ten years to be only slightly above today's spot yield, which itself is not far above the lowest levels ever recorded. Market expectations are equally depressed for the 5-year forward rate for the U.S. and the other major economies. Chart 16Market Expects Negative Short-Term Rates For A Long Time Market Expects Negative Short-Term Rates For A Long Time Market Expects Negative Short-Term Rates For A Long Time Chart 17Forward Rates Very Low Vs. History Forward Rates Very Low Vs. History Forward Rates Very Low Vs. History The implication is that investors should have a bond-bearish bias on a medium- and long-term horizon. Mark McClellan, Senior Vice President The Bank Credit Analyst markm@bcaresearch.com 1 It is true that observed household saving rates fell in some of the advanced economies, such as the United States, at a time when aging should have boosted savings from the mid-1990s to the mid-2000s. This argues against a strong demographic effect on savings. However, keep in mind that we are discussing desired (or ex-ante) savings. Ex-post, savings can go in the opposite direction because of other influencing factors. As discussed below, global savings must equal investment, which means that shifts in desired capital spending demand matter for the ex-post level of savings. 2 Arithmetically, if world trend GDP growth slows by one percentage point, then investment spending would need to drop by about 3½ percentage points of GDP to keep the capital/output ratio stable. 3 David H. Autor, David Dorn, and Gordon H. Hanson, "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Vol 8, pp. 205-240 (October 2016). 4 Please see "Understanding The Downward Trend In Labor Income Shares," Chapter 3, IMF World Economic Outlook (April 2017). 5 In other words, while the household saving rate, as defined here to include health care spending by governments on behalf of households, will decline, any associated tax increases will blunt the impact on national savings (i.e., savings across the household, government, and business sectors). 6 Jong-Won Yoon, Jinill Kim, and Jungjin Lee, "Impact Of Demographic Changes On Inflation And The Macroeconomy," IMF Working Paper no. 14/210 (November 2014).

The fundamental drivers of the low rate world are considered by many to be structural, and thus likely to keep global equilibrium bond yields quite depressed by historical standards for years to come. However, some of the factors behind ultra-low interest rates have waned, while others have reached an inflection point. The age structure of world population is transitioning from a period in which aging added to the global pool of savings to one in which aging will begin to drain that pool. Global investment needs will wane along with population aging, but the majority of the effect on equilibrium interest rates is in the past. In contrast, the demographic effects that will depress desired savings are still to come. The net impact will be bond-bearish. Moreover, the massive positive labor supply shock, following the integration of China and Eastern Europe into the world's effective labor force, is over. Indeed, this shock is heading into reverse as the global working-age population ratio falls. This may improve labor's bargaining power, sparking a shift toward using more capital in the production process and thereby placing upward pressure on global real bond yields. It is too early to declare globalization dead, but the neo-liberal trading world order that has been in place for decades is under attack. This could be inflationary if it disrupts global supply chains. Anti-globalization policies could paradoxically be positive for capital spending, at least for a few years. As for China, the fundamental drivers of its savings capacity appear to rule out a return to the days when the country was generating a substantial amount of excess savings. Technological advance will remain a headwind for real wage gains, but at least the transition to a world that is less labor-abundant will boost workers' ability to negotiate a larger share of the income pie. We are not making the case that real global bond yields are going to quickly revert to pre-Lehman averages. Global yields could even drop back to previous lows in the event of another recession. Nonetheless, from a long-term perspective, current market expectations for bond yields are too low. Investors should have a bond-bearish bias on a medium- and long-term horizon. In the September 2016 The Bank Credit Analyst, we summarized the key drivers behind the major global macroeconomic disequilibria that have resulted in deflationary pressure, policy extremism, dismal productivity, and the lowest bond yields in recorded history (Chart II-1). The disequilibria include income inequality, the depressed wage share of GDP, lackluster capital spending, and excessive savings. Chart II-1Global Disequilibria May 2017 May 2017 The fundamental drivers of the low bond yield world are now well documented and understood by investors. These drivers generally are considered to be structural, and thus likely to keep global equilibrium bond yields and interest rates at historically low levels for years to come according to the consensus. Based on discussions with BCA clients, it appears that many have either "bought into" the secular stagnation thesis or, at a minimum, have adopted the view that growth headwinds preclude any meaningful rise in bond yields. However, bond investors might have been lulled into a false sense of security. Yields will not return to pre-Lehman norms anytime soon, but some of the factors behind the low-yield world have waned, while others have reached an inflection point. Most importantly, the age structure of world population is transitioning from a period in which aging added to the global pool of savings to one in which aging will begin to drain that pool. We have reached the tipping point. Equilibrium real bond yields will gradually move higher as a result. But before we discuss what is changing, it is important to review the drivers of today's macro disequilibria. Several of them predate the Great Financial Crisis, including demographic trends, technological advances, and the integration of China's massive workforce and excess savings into the global economy. Ultra-Low Rates: How Did We Get Here? (A) Demographics And Global Savings Chart II-2Global Shifts In The ##br##Saving And Investment Curves May 2017 May 2017 The so-called Global Savings Glut has been a bullish structural force for bonds for the past couple of decades. We won't go through all of the forces behind the glut, but a key factor is population aging in the advanced economies. Ex-ante desired savings rose as baby boomers entered their high-income years. The Great Financial Crisis only served to reinforce the desire to save, given the setback in the value of boomers' retirement nest eggs.1 The corporate sector also began to save more following the crisis. Even more importantly, the surge in China's trade surplus since the 1990s had to be recycled into the global pool of savings. While China's rate of investment was very high, its propensity to save increased even faster, resulting in a swollen external surplus and a massive net outflow of capital. Other emerging economies also made the adjustment from net importers of capital to net exporters following the Asian crisis in the late 1990s. By leaning into currency appreciation, these countries built up huge foreign exchange reserves that had to be recycled abroad. In theory, savings must equal investment at the global level and real interest rates shift to ensure this equilibrium (Chart II-2). China's excess savings, together with a greater desire to save in the developed countries, represented a shift in the saving schedule to the right. The result was downward pressure on global interest rates. (B) Demographics And Global Capital Spending Demographics and China's integration also affected the investment side of the equation. A slower pace of labor force growth in the developed countries resulted in a permanently lower level of capital spending relative to GDP. Slower consumer spending growth, as a result of a more moderate expansion in the working-age population, meant a reduced appetite for new factories, malls, and apartment buildings. Chart II-3 shows that the growth rate of global capital spending that is required to maintain a given capital-to-output ratio has dropped substantially, due to the dramatic slowdown in the growth of the world's working-age population.2 Keep in mind that this estimate refers only to the demographic component of investment spending. Actual capital expenditure growth will not be as weak as Chart II-3 suggests because firms will want to adopt new technologies for competitive or environmental reasons. Nonetheless, the point is that the structural tailwind for global capex from the post-war baby boom has disappeared. Chart II-3Demographics Are A Structural Headwind For Global Capex May 2017 May 2017 (C) Labor Supply Shock And Global Capital Spending While the working-age population ratio peaked in the developed countries years ago, it is a different story at the global level (Chart II-4). The integration of the Chinese and Eastern European workforces into the global labor pool during the 1990s and 2000s resulted in an effective doubling of global labor supply in a short period of time. Relative prices must adjust in the face of such a large boost in the supply of labor relative to capital. The sudden abundance of cheap labor depressed real wages from what they otherwise would have been, thus incentivizing firms to use more labor and less capital at the margin. The combination of slower working-age population growth in the advanced economies and a surge in the global labor force resulted in a decline in desired global capital spending. In terms of Chart II-2, the leftward shift of the investment schedule reinforced the impact of the savings impulse in placing downward pressure on global interest rates. (D) Labor Supply Shock And Income Inequality The wave of cheap labor also aggravated the trend toward greater inequality in the advanced economies and the downward trend in labor's share of the income pie (Chart II-5). In theory, a surge in the supply of labor is a positive "supply shock" that benefits both developed and developing countries. However, a recent report by David Autor and Gordon Hanson3 highlighted that trade agreements in the past were incremental and largely involved countries with similar income levels. The sudden entry of China to the global trade arena, involving a massive addition to the effective global stock of labor, was altogether different. The report does not argue that trade has become a "bad" thing. Rather, it points out that the adjustment costs imposed on the advanced economies were huge and long-lasting, as Chinese firms destroyed entire industries in developed countries. The lingering adjustment phase contributed to greater inequality in the major countries. Management was able to use the threat of outsourcing to gain the upper hand in wage negotiations. The result has been a rise in the share of income going to high-income earners in the Advanced Economies, at the expense of low- and middle-income earners (Chart II-6). The same is true, although to a lesser extent, in the emerging world. Chart II-4Working-Age Population Ratios Have Peaked Working-Age Population Ratios Have Peaked Working-Age Population Ratios Have Peaked Chart II-5Labor Share Of Income Has Dropped Labor Share Of Income Has Dropped Labor Share Of Income Has Dropped Chart II-6Hollowing Out Hollowing Out Hollowing Out Greater inequality, in turn, has weighed on aggregate demand and equilibrium interest rates because a larger share of total income flowed to the "rich" who tend to save more than the low- and middle-income classes. (E) The Dark Side Of Technology Advances in technology also contributed to rising inequality. In theory, new technologies hurt some workers in the short term, but benefit most workers in the long run because they raise national income. However, there is evidence that past major technological shocks were associated with a "hollowing out" or U-shaped pattern of employment. Low- and high-skilled employment increased, but the proportion of mid-skilled workers tended to shrink. Wages for both low- and mid-skilled labor did not keep up with those that were highly-skilled, leading to wider income disparity. Today, technology appears to be resulting in faster, wider and deeper degrees of hollowing-out than in previous periods of massive technological change. This may be because machines are not just replacing manual human tasks, but cognitive ones too. A recent IMF report made the case that technology and global integration played a dominant role in labor's declining fortunes. Technology alone explains about half of the drop in the labor share of income in the developed countries since 1980.4 Falling prices for capital goods, information and communications technology in particular, have facilitated the expansion of global value chains as firms unbundled production into many tasks that were distributed around the world in a way that minimized production costs. Chart II-7 highlights that the falling price of capital goods in the advanced economies went hand-in-hand with rising participation in global supply chains since 1990. Falling capital goods prices also accelerated the automation of routine tasks, contributing especially to job destruction in the developed (high-wage) economies. In other words, firms in the developed world either replaced workers with machinery in areas where technology permitted, or outsourced jobs to lower-wage countries in areas that remained labor-intensive. Both trends undermined labor's bargaining power, depressed labor's share of income, and contributed to inequality. The effects of technology, global integration, population aging and China's economic integration are demonstrated in Chart II-8. The world working-age-to-total population ratio rose sharply beginning in the late 1990s. This resulted in an upward trend in China's investment/GDP ratio, and a downward trend in the G7. The upward trend in the G7 capital stock-per-capita ratio began to slow as a result, before experiencing an unprecedented contraction after the Great Recession and Financial Crisis. Chart II-7Economic Integration And ##br##Falling Capital Goods Prices Economic Integration And Falling Capital Goods Prices Economic Integration And Falling Capital Goods Prices Chart II-8Macro Impact Of ##br##Labor Supply Shock Macro Impact Of Labor Supply Shock Macro Impact Of Labor Supply Shock The result has been a deflationary global backdrop characterized by demand deficiency and poor potential real GDP growth, both of which have depressed equilibrium global interest rates over the past 20 to 25 years. Transition Phase Chart II-9Working-Age Population ##br##To Shrink In G7 And China Working-Age Population To Shrink in G7 and China Working-Age Population To Shrink in G7 and China It would appear easy to conclude that these trends will be with us for another few decades because the demographic trends will not change anytime soon. Nonetheless, on closer inspection the global economy is transitioning from a period when cyclical economic pressures and all of the structural trends were pushing equilibrium interest rates in the same direction, to a period in which the economic cycle is becoming less bond-friendly and some of the secular drivers of low interest rates are gradually changing direction. First, the massive labor supply shock of the past few decades is over. The world working-age population ratio has peaked according to United Nations estimates. This ratio is already declining in the major advanced economies and is in the process of topping out in China. The absolute number of working-age people will shrink in China and the G7 countries over the next five years, although it will continue to grow at a low rate for the world as a whole (Chart II-9). Unions are unlikely to make a major comeback, but a backdrop that is less labor-abundant should gradually restore some worker bargaining power, especially as economies regain full employment. The resulting upward pressure on real wages will support capital spending as firms substitute toward capital and away from (increasingly expensive) labor. Consumer demand will also receive a boost if inequality moderates and the labor share of income begins to rise. Globalization On The Back Foot Chart II-10Globalization Peaking? Globalization Peaking? Globalization Peaking? Second, it is too early to declare globalization dead, but the neo-liberal trading world order that has been in place for decades is under attack. Global exports appear to have peaked relative to GDP and average tariffs have ticked higher (Chart II-10). The World Trade Organization has announced that the number of new trade restrictions or impediments outweighed the number of trade liberalizing initiatives in 2016. The U.K. appears willing to sacrifice trade for limits to the free movement of people. The new U.S. Administration has ditched the Trans-Pacific Partnership (TPP) and is threatening to impose punitive tariffs on some trading partners. Anti-globalization policies could paradoxically be positive for capital spending, at least for a few years. If the U.S. were to impose high tariffs on China, for example, it would make a part of the Chinese capital stock redundant overnight. In order for the global economy to produce the same amount of goods and services as before, the U.S. and other countries would need to invest more. Any unwinding of globalization would also be inflationary as it would disrupt international supply chains. Demographics And Saving: From Tailwind To Headwind... Third, the impact of savings in the major advanced economies and China on global interest rates will change direction as well. In the developed world, aggregate household savings will come under downward pressure as boomers increasingly shift into retirement. Economists are fond of employing the so-called life-cycle theory of consumer spending. According to this theory, consumers tend to smooth out lifetime spending by accumulating assets during the working years in order to maintain a certain living standard after retirement. The U.N. National Transfer Accounts Project has gathered data on spending and labor income by age cohort at a point in time. Chart II-11 presents the data for China and three of the major advanced economies. Chart II-11Income And Consumption By Age Cohort Income And Consumption By Age Cohort Income And Consumption By Age Cohort The data for the advanced economies suggest that spending tends to rise sharply from a low level between birth and about 15 years of age. It continues to rise, albeit at a more modest pace, through the working years. Other studies have found that consumer spending falls during retirement. Nonetheless, these studies generally include only private spending and therefore do not include health care that is provided by the government. The data presented in Chart II-11 show that, if government-provided health care is included, personal spending rises sharply toward the end of life. The profile is somewhat different in China. Spending rises quickly from birth to about 20 years of age, and is roughly flat thereafter. Indeed, consumption edges lower after 75-80 years of age. These data allow us to project the impact of changing demographics on the average household saving rate in the coming years, assuming that the income and spending profiles shown in Chart II-11 are unchanged. We start by calculating the average saving rate across age cohorts given today's age structure. We then recalculate the average saving rate each year moving forward in time. The resulting saving rate changes along with the age structure of the population. The results are shown in Chart II-12. The saving rates for all four economies have been indexed at zero in 2016 for comparison purposes. The aggregate saving rate declines in all cases, falling between 4 and 8 percentage points between 2016 and 2030. Germany sees the largest drop of the four countries. Chart II-12Aging Will Undermine Aggregate Saving Aging Will Undermine Aggregate Saving Aging Will Undermine Aggregate Saving The simulations are meant to be suggestive, rather than a precise forecast, because the savings profile across age cohorts will adjust over time. Moreover, governments will no doubt raise taxes to cover the rising cost of health care, providing a partial offset in terms of the national saving rate.5 Nonetheless, the simulations highlight that the major economies are past the point where the baby boom generation is adding to the global savings pool at a faster pace than retirees are drawing from it. The age structure in the major advanced economies is far enough advanced that the rapid increase in the retirement rate will place substantial downward pressure on aggregate household savings in the coming years. It is well known that population aging will also undermine government budgets. Rising health care costs are already captured in our household saving rate projection because the data for household spending includes health care even if it is provided by the public sector. However, public pension schemes will also be a problem. To the extent that politicians are slow to trim pension benefits and/or raise taxes, public pension plans will be a growing drain on national savings. Could younger, less developed economies offset some of the demographic trends in China and the Advanced Economies? Numerically speaking, a more effective use of underutilized populations in Africa and India could go a long way. Nevertheless, deep-seated structural problems would have to be addressed and, even then, it is difficult to see either of these regions turning into the next "China story" given the current backlash against globalization and immigration. ...And The Capex Story Is Largely Behind Us Demographic trends also imply less capital spending relative to GDP, as discussed above. In terms of the impact on global equilibrium interest rates, it then becomes a race between falling saving and investment rates. Chart II-13Demographics And Capex Requirements May 2017 May 2017 Some analysts point to the Japanese experience because it is the leading edge in terms of global aging. Bond yields have been extremely low for many years even as the household saving rate collapsed, suggesting that ex-ante investment spending shifted by more than ex-ante savings. Nonetheless, Japan may not be a good example because the deterioration in the country's demographics coincided with burst bubbles in both real estate and stocks that hamstrung Japanese banks for decades. A series of policy mistakes made things worse. Economic theory is not clear on the net effect of demographics on savings and investment. The academic empirical evidence is inconclusive as well. However, a detailed IMF study of 30 OECD countries analyzed the demographic impact on a number of macroeconomic variables, including savings and investment.6 They estimated separate demographic effects for the old-age dependency ratio and the working-age population ratio. Applying the IMF's estimated model coefficients to projected changes in both of these ratios over the next decade suggests that the decline in ex-ante savings will exceed the ex-ante drop in capex requirements by about 1 percentage point of GDP. This is a non-trivial shift. Moreover, our simulations highlight that timing is important. The outlook for the household saving rate depends on the changing age structure of the population and the distribution of saving rates across age cohorts. Thus, the average saving rate will trend down as populations continue to age over the coming decades. In contrast, the impact of demographics on capital spending requirements is related to the change in the growth rate of the working-age population. Chart II-13 once again presents our estimates for the demographic component of capital spending. The top panel presents the world capex/GDP ratio that is necessary to maintain a constant capital/output ratio, and the bottom panel shows the change in that ratio. The important point is that the downward adjustment in world capex/GDP related to aging is now largely behind us because most of the deceleration in the growth rate of the working-age population is done. This is in contrast to the household saving rate adjustment where all of the adjustment is still to come. China Is Transitioning Too Chart II-14China's Savings Rates Have Peaked... China's Savings Rates Have Peaked... China's Savings Rates Have Peaked... China must be treated separately from the developed countries because of its unique structural issues. As discussed above, household savings increased dramatically beginning in the mid-1990s (Chart II-14). This trend reflected a number of factors, including: the rising share of the working-age population; a drop in the fertility rate, following the introduction of the one-child policy in the late 1970s that allowed households to spend less on raising children and save more for retirement; health care reform in the early 1990s required households to bear a larger share of health care spending; and job security was also undermined by reform of the state-owned enterprises (SOE) in the late 1990s, leading to increased precautionary savings to cover possible bouts of unemployment. These savings tailwinds have turned around in recent years and the household saving rate appears to have peaked. China's contribution to the global pool of savings has already moderated significantly, as measured by the current account surplus. The surplus has withered from about 9% in 2008 to 2½% in 2016. A recent IMF study makes the case that China's national saving rate will continue to decline. The IMF estimates that for every one percentage-point rise in the old-age dependency ratio, the aggregate household saving rate will fall by 0.4-1 percentage points. In addition, the need for precautionary savings is expected to ease along with improvements in the social safety net, achieved through higher government spending on health care. The household saving rate will fall by three percentage points by 2021 according to the IMF (Chart II-15). Competitive pressure and an aging population will also reduce the saving rates of the corporate and government sectors. Chart II-15...Suggesting That External Surplus Will Shrink ...Suggesting That External Surplus Will Shrink ...Suggesting That External Surplus Will Shrink Of course, investment as a share of GDP is projected to moderate too, reflecting a rebalancing of the economy away from exports and capital spending toward household consumption. The IMF expects that savings will moderate slightly faster than investment, leading to a narrowing in the current account surplus to almost zero by 2021. A lot of assumptions go into this type of forecast such that we must take it with a large grain of salt. Nonetheless, the fundamental drivers of China's savings capacity appear to rule out a return to the days when the country was generating a substantial amount of excess savings. Moreover, a return to large current account surpluses would likely require significant currency depreciation, which is a political non-starter given U.S. angst over trade. The risk is that China's excess savings will be less, not more, in five year's time. Tech Is A Wildcard It is extremely difficult to forecast the impact of technological advancement on the global economy. We cannot say with any conviction that the tech-related effects of "hollowing out", "winner-take-all" and the "skills premium" will moderate in the coming years. Nonetheless, these effects have occurred alongside a surge in the world's labor force and rapid globalization of supply chains, both of which reinforced the erosion of employee bargaining power. Looking ahead, technology will still be a headwind for some employees, but at least the transition from a world of excess labor to one that is more labor-scarce will boost workers' ability to negotiate a larger share of the income pie. We will explore the impact of technology on productivity, inflation, growth, and bond yields in a companion report to be published in the next issue. Conclusion: The main points we made in this report are summarized in Table II-1. All of the structural factors driving real bond yields were working in the same (bullish) direction over the past 30-40 years. Looking ahead, it is uncertain how technological improvement will affect bond prices, but we expect that the others will shift (or have already shifted) to either neutral or outright bond-bearish. Table II-1Key Secular Drivers May 2017 May 2017 No doubt, our views that globalization and inequality have peaked, and that the labor share of income has bottomed, are speculative. These factors may not place much upward pressure on equilibrium yields. Nonetheless, it seems likely that the demographic effect that has depressed capital spending demand is well advanced. We see it shifting from a positive factor for bond prices to a neutral factor in the coming years. It is also clear that the massive positive labor supply shock is over, and is heading into reverse as the global working-age population ratio falls. This may improve labor's bargaining power and the resulting boost consumer spending will be negative for bonds. This may also spark a shift toward using more capital in the production process and thereby place additional upward pressure on global real bond yields. Admittedly, however, this last point requires more research because theory and empirical evidence on it are not clear. Perhaps most importantly, the aging of the population in the advanced economies has reached a tipping point; retirees will drain more from the pool of savings than the working-age population will add to it in the coming years. We have concentrated on real equilibrium bond yields in this report because it is the part of nominal yields that is the most depressed relative to historical norms. The inflation component is only a little below a level that is consistent with central banks meeting their 2% inflation targets in the medium term. There is a risk that inflation will overshoot these targets, leading to a possible surge in long-term inflation expectations that turbocharges the bond bear market. This is certainly possible, as highlighted by a recent Global Investment Strategy Quarterly Strategy Outlook.7 Pain in bond markets would be magnified in this case, especially if central banks are forced to aggressively defend their targets. Please note that we are not making the case that real global bond yields will quickly revert to pre-Lehman averages. It will take time for the bond-bullish structural factors to unwind. It will also take time for inflation to gain any momentum, even in the United States. Global yields could even drop back to previous lows in the event of another recession. Nonetheless, from a long-term perspective, current market expectations suggest that investors have adopted an overly benign view on the outlook for yields. For example, implied real short-term rates remain negative until 2021 in the U.S. and 2026 in the Eurozone, while they stay negative out to 2030 in the U.K. (Chart II-16). We doubt that short-term rates will be negative for that long, given the structural factors discussed above. Chart II-16Market Expects Negative Short-Term Rates For A Long Time Market Expects Negative Short-Term Rates For A Long Time Market Expects Negative Short-Term Rates For A Long Time Another way of looking at this is presented in Chart II-17. The market expects the 10-year Treasury yield in ten years to be only slightly above today's spot yield, which itself is not far above the lowest levels ever recorded. Market expectations are equally depressed for the 5-year forward rate for the U.S. and the other major economies. Chart II-17Forward Rates Very Low Vs. History Forward Rates Very Low Vs. History Forward Rates Very Low Vs. History The implication is that investors should have a bond-bearish bias on a medium- and long-term horizon. Mark McClellan Senior Vice President The Bank Credit Analyst 1 It is true that observed household savings rates fell in some of the advanced economies, such as the United States, at a time when aging should have boosted savings from the mid-1990s to the mid-2000s. This argues against a strong demographic effect on savings. However, keep in mind that we are discussing desired (or ex-ante) savings. Ex-post, savings can go in the opposite direction because of other influencing factors. As discussed below, global savings must equal investment, which means that shifts in desired capital spending demand matter for the ex-post level of savings. 2 Arithmetically, if world trend GDP growth slows by one percentage point, then investment spending would need to drop by about 3½ percentage points of GDP to keep the capital/output ratio stable. 3 David H. Autor, David Dorn, and Gordon H. Hanson, "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Vol. 8, pp. 205-240 (October 2016). 4 Please see "Understanding The Downward Trend In Labor Income Shares," Chapter 3 in the IMF World Economic Outlook (April 2017). 5 In other words, while the household savings rate, as defined here to include health care spending by governments on behalf of households, will decline, any associated tax increases will blunt the impact on national savings (i.e. savings across the household, government and business sectors). 6 Jong-Won Yoon, Jinill Kim, and Jungjin Lee, "Impact Of Demographic Changes On Inflation And The Macroeconomy," IMF Working Paper no. 14/210 (November 2014). 7 Please see Global Investment Strategy, "Strategy Outlook: Second Quarter 2017: A Three-Act Play," dated March 31, 2017, available at gis.bcaresearch.com.