Market Returns

Highlights Investors have piled into private equity (PE) in recent years, pushing assets under management (AUM) up to an all-time high of $3 trillion. However, there are increasing concerns about the outlook for the asset class over the next few years. In this report, we look at the fundraising and deal environment for PE, analyze historical risk-adjusted returns in comparison to traditional assets, and suggest how investors can optimize their PE allocation. Private equity and its two major sub-categories, buyouts and growth capital, have generated annualized returns of 13.4%, 13.7%, and 15.0% respectively over the past 32 years, significantly beating the returns from global equities and small-cap stocks of 8.4% and 9.1%. But the current environment is tougher. Dry powder (funds raised but not yet invested) exceeds $1 trillion. PE managers face increased competition from other investors and from companies with large cash balances looking to make acquisitions. Funds raised at the peak of bull markets have a higher probability of underperforming. The next two vintage years (2018 and 2019) face headwinds to making good returns, because of high entry valuations and a rising cost of borrowing. Manager selection is critical for a successful private-equity program. Top-quartile PE funds have outperformed second-quartile funds by as much as 8% a year over the past two decades. Feature Introduction The private equity (PE) market has grown more than five-fold since 2000, lifting assets under management from $577 billion to $2.97 trillion. However, its share of the private investment market has declined from 82% to 58% (Chart 1). Private equity and venture capital investing is said to date back to 1901 when J.P. Morgan purchased Carnegie Steel Co from Andrew Carnegie and Henry Philips for $480 million. The industry has evolved significantly over the years, and now encompasses a wide range of sub-strategies, offering investors a spectrum of exposures with very different risk/return profiles. Chart 1Private Equity Is A $3 Trillion Market Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Compared to public equity, private equity investing is harder because of: 1) long-term illiquidity, whereas public equities can be bought and sold quickly, 2) limited information on target companies, 3) the lack of a clear price discovery function, meaning that pricing in private markets depends heavily on negotiations, 4) less separation between ownership and control - finance providers in PE tend to be managers too. The PE space has matured over the years, and this is clearly seen in the compression of returns. However, many investors remain bullish on this asset class because of its historically attractive risk-adjusted return, and ability to diversify traditional portfolios. As of mid-2017, the median net return of the PE holdings of public pensions globally over the previous 10 years was 8.5% compared to 4.2% for public equities, 4.5% for real estate, and 5.2% for fixed income.1 In this report, we analyze in detail the PE market, with an overview of the fundraising cycle, deal environment, and exit channels. We include in-depth analysis of historical returns from the private equity market in aggregate, and from its two largest sub-categories, buyouts and growth capital. We end by listing the key risks for limited partners (LPs - the investors in PE funds), and include a brief note on private-equity secondary investing. Our key conclusions are: Private equity, including buyouts and growth capital, has had exceptionally good returns over the past three decades, but has been on a structural downtrend as competition has increased. Buyout funds generate a negative skew and moderate kurtosis, whereas growth capital tends to have a larger kurtosis and positive skew. Funds raised at the peak of bull markets have a greater probability of underperforming given their higher entry valuations. This is likely to be the case for funds raised over the next 18 months. The current economic cycle has produced fewer home-run deals - in 2002-2005, 35% of deals produced returns of 3x invested capital, but this fell to 20% in the 2010-2013 period. Megacap buyout funds produce the best returns, but this comes with significantly higher volatility pushing down the risk-adjusted return. These larger funds experience larger negative skew and kurtosis driven by greater use of leverage. Entry valuations of investments made by PE funds have been steadily rising, and so has leverage: the median debt/EBITDA has reached 5.5x. As multiples keep rising, general partners (GPs - the fund managers) have to make up the difference with equity infusion. Top-quartile managers have significantly outperformed. Third-quartile managers struggled even to outperform global equities, and fourth quartile managers failed to preserve their initial capital. The secondary PE market is growing. It provides access to mature portfolio assets deeper into their distributions phase, which reduces the duration of the LP's investment. Fundraising, Deals, And Exits Private equity investing consists of many different sub-categories (Chart 2) that differ in value creation techniques and the maturity of target companies. Buyouts and growth capital are over 90% of the total. Buyouts2 invest in established companies, usually with the intention of improving operations and financials. There is usually substantial use of leverage. Growth capital3 takes significant minority positions in profitable yet still maturing companies mostly without the use of leverage. Secondary funds acquire stakes in PE funds from other LPs. Co-investment funds make minority investments alongside a buyout, recapitalization, or any other non-controlling investment. Turnaround funds aim to revitalize companies that face operational difficulties. Chart 2Buyouts & Growth Capital Are 90% Of PE Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Private-equity firms raised $701 billion in 2017, making the past five years the strongest period for fundraising in history, with a total of $3.2 trillion (Chart 3). Additionally, more than two-thirds of the funds which closed in 2017 met or exceeded their target amounts, and 39% took less than a year to close. The last time fundraising peaked was in 2008, right in the middle of the last recession. However, since 2009, fundraising for buyouts has dropped from 85% to 70% of the aggregate for private equity, with growth capital picking up the slack, rising from 8% to 21%. As fundraising has gotten stronger, PE firms have been raising larger funds.4 These megafunds (with AUM greater than $5 billion) raised $174 billion in 2017, or 58% of that year's total buyout volume, a steep increase from $90 billion in 2016. For investment institutions with large amounts of capital to deploy, megafunds are an attractive and efficient outlet. Another reason for the very strong fundraising environment has been quick follow-up funds, where GPs race to launch new funds before predecessor funds have matured. Historically GPs have waited an average of 62 months between closing one fund and starting the next, but this has come down to 40 months in the past five years. With fundraising so strong, GPs are under pressure to deploy this capital wisely. Global PE deal volume increased by 14% in 2017, surpassing $1.2 trillion (Chart 4). But global deal count has been on the decline since 2015. Along with larger funds being raised, the average deal size in the private market has been rising steadily since the Global Financial Crisis (GFC). Despite increasing deal activity, the sheer volume of fundraising in recent years has led to massive accumulation of dry powder,5 which currently stands at $1.03 trillion. After 2008, dry powder as a percentage of AUM (Chart 5) was on a downward trend because of increased acquisition activity due to attractive valuations following the GFC. But this bottomed in 2012 at 29% and had risen to 35% at the end of 2017. If this level of dry powder accumulation continues, GPs will be forced to reduce hurdle rates and deploy capital into less attractive deals. Chart 3$3.2 Trillion Raised in 5 Years $3.2 Trillion Raised In 5 Years $3.2 Trillion Raised In 5 Years Chart 4Rising Deal Size Rising Deal Size Rising Deal Size Chart 5Harder To Find Attractive Deals Harder To Find Attractive Deals Harder To Find Attractive Deals Another reason for dry powder accumulation is increasing competition for deals both within the private equity market, and from external sources. The number of private equity funds is at an all-time high of 7,775.6 The external competition comes largely from corporate buyers with large cash balances looking for inorganic growth. Corporations have two advantages over PE firms: 1) potential built-in synergies when it comes to integrating the target, giving them the ability to pay a higher price, and 2) a lower cost of capital. An increasing number of corporations have been setting up corporate venture-capital units (Chart 6) to focus on acquisition-led growth. In 2017, there were 38,479 companies bought and sold globally for a total value of $3.3 trillion. But, private equity's share of this market was just 13% by deal value and 8% by deal count (Chart 7). Looking forward, PE funds are likely to act more aggressively and take a larger share of the market, as they did in 2006-2007. In order to increase their share of global deal activity, private-equity funds need to look at more strategic ways to pick up assets: Chart 6Corporations Setting Up VCs Corporations Setting Up VCs Corporations Setting Up VCs Chart 7Buyouts Only A Tiny Player In Global M&A Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Zombie Assets: Assets (portfolio companies) belonging to funds that last raised initial capital between 2003 and 2008 but have not executed a deal since 2015. Currently there are over 100 such companies that are possible targets for takeover in 2018-2019. Carve-Outs: Over the past few years, one in five deals in the U.S. has come from corporations disposing of non-core assets.7 This provides a steady deal flow for buyout and turnaround funds. Public To Private: As multiples in private markets converge with those in public markets, more and more publicly listed companies are being taken private, and this market has doubled since 2016 (Chart 8). Additionally, lenders have become more comfortable about financing these high-value transactions. Buy & Build/Add-Ons: Purchasing cheaper small assets and adding them to existing large established platform companies. This in turn transforms a group of smaller companies at lesser multiples into a larger corporation with a premium valuation. Add-ons made up one-third of deals a decade ago, but that has now reached 50%. But, since such deals are smaller in terms of dollar value, they make up less than 25% of the total deal volume. Finally, PE firms have also been increasing the holding period of the assets in their portfolio. The median holding period before the GFC was four years, and this has now increased to over five years (Chart 9). Additionally, private equity firms exited 40% of all deals in fewer than three years, but now these quick-flips have fallen to only 20%. This is partly a response to increased competition: GPs are skeptical about finding new attractive deals, and this forces them to hold onto assets for as long as possible. Additionally, the new U.S. tax code has increased from one to three years the threshold period for carry to be treated as capital gain with a lower tax rate, rather than taxed as ordinary income. With fundraising on fire but deal activity struggling to keep pace, the final pillar for a successful private equity program is the exit environment. Global PE-backed exits have been flat for the past two years at around $500 billion, with the deal count between 2,500 and 3,000 (Chart 10). The rise in exit activity in 2015 was fuelled by PE firms looking to exit portfolio companies acquired before the financial crisis. By 2017, the dynamic had changed since more than 80% of exits that year were companies acquired in 2009 or later. Finally, dividend recapitalizations8 reached $42 billion in 2017, but these are heavily dependent on an accommodative debt market and positive environment for high-yield bonds. With rising rates, dividend recapitalization, and other forms of special dividends or distributions that require borrowing, become harder to execute. Chart 8Public-To-Private Activity Public-To-Private Activity Public-To-Private Activity Chart 9Longer Holding Periods Longer Holding Periods Longer Holding Periods Chart 10Global PE Exits Are Healthy Global PE Exits Are Healthy Global PE Exits Are Healthy Historical Returns Before we look at the past risk-return profile of investing in this asset class, a note on the data used in this report. All return data are based on the Cambridge Associates Private Investment Benchmarks.9 We are satisfied with the methodology used and the format in which the returns are presented. The provider has taken sufficient steps to minimize survivorship bias. For more details on the data methodology, please see the Appendix. What can investors expect in terms of risk-return exposure from this asset class? Looking at Table 1, private equity and its sub-strategies have comfortably outperformed global equities, with lower volatility, over the past 32 years. Even after statistically adjusting returns for stale pricing,10 volatility for aggregate private equity and buyouts remains lower than for global equities and small-cap stocks. On the other hand, growth capital has had realized volatility greater than that of global equities, but with a significantly higher return; it is still the more attractive investment on a risk-adjusted basis. However, the significantly lower realized volatility of PE in aggregate, and buyout funds in particular, compared to growth capital makes them more attractive investments. Additionally, venture capital experienced volatility of close to 42%, more than double that of small-cap stocks, making it very unattractive from a risk-adjusted perspective. Table 1Risk-Return Spectrum Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? However, comparing the performance of PE with that of publicly traded assets could be misleading given the uncertain timing of cash inflows and outflows from private equity programs. Therefore, we also show the Public Market Equivalent11 (PME) to adjust public-market indices for uncertain cash flow streams. Looking at Tables 2-4, we can see that private equity still outperforms equity indices on a PME basis over different time frames. Table 2Private Equity PME Analysis Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Table 3Buyout PME Analysis Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Table 4Growth Capital PME Analysis Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Another unique characteristic of private-market returns is the J-curve effect where investments in private markets take time to bear fruit, and fees are initially based on committed capital rather than invested capital. In addition, the biggest cash flows will be received towards the end, so the returns for the first few years can be misleading. IRR will remain negative until the point when distributions at least match contributions (the payback point). Given the non-linear return distribution of alternative assets such as PE and venture capital, risk analysis is not complete without skewness and kurtosis. Investing in buyout funds generates a negative skew and a moderate level of kurtosis, which means that investors can expect more stable, predictable returns, closer to a normal distribution. However, growth capital tends to have larger kurtosis and positive skew, thereby a higher probability of large upside gains. Since buyout capital structures tend to be more heavily geared, there is a higher skew towards negative returns driven by the leverage effect. Venture capital exhibits a return distribution similar to growth capital, where a few portfolio companies produce large positive returns given the start-up nature of its targets. PE returns remain attractive but, as with other alternative asset classes, performance has been on a downward trend (Chart 11) driven by increased competition. In the 1980s and 1990s, buyout firms exploited the poor performance of large U.S. conglomerates by acquiring underperforming divisions and using leverage. In the early 2000s, funds took advantage of the stock market rise, fuelled by low rates and levered returns. Within the structural downtrend in returns, PE has had a cyclical profile just like public equities. During bull markets there are more exits at higher valuations, and larger distributions to LPs. However, funds raised in bull markets have a higher probability of underperforming given their higher entry valuations. Looking forward, funds from recent vintages that are halfway through their life are likely to be able to take advantage of current tailwinds to build value and exit at the top. However, funds raised in the next two years will have to deal with high entry valuations and a possible increase in the cost of borrowing. There have been fewer write-offs and deals with capital impairments in the post-2009 period than in the years after the 2001 recession. However, the current economic cycle has produced fewer of the home-run deals that really drive PE performance. For example, in 2002-2005, 35% of deals produced returns of 3x invested capital or better, and more than 50% generated multiples of 2x or better. For the period 2010-2013, the equivalent percentages were 20% and 42% respectively. Looking at Chart 12, we can see that PE, buyout, and growth capital funds outperformed global equities and small-cap equities during recessions and equity bear markets. Chart 11Private Vs. Public Equity Private Vs. Public Equity Private Vs. Public Equity Chart 12Recession & Bear Markets Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Return persistence is the ability of top-performing manager to repeat the strong performance in their follow-up funds. In the PE industry, some large firms have proved able to repeat top-ranked performance time after time across multiple funds. We believe this is likely a function of their network of contacts that gives them access to proprietary deal flows. However, there are three factors that may be creating a spurious correlation here: 1) GPs tend to raise new funds 2-5 years into the life of an existing fund, thus creating overlapping structures of successive funds that are exposed to similar market environments, 2) investments in some portfolio companies are split between successive funds which induces a spurious patterns of performance persistence, 3) much of the top-quartile performance persistence came during periods of low competition. There is also a relationship between holding period and performance, whereby funds that hold onto portfolio companies for longer have lower performance, while quick-flips perform better. Funds have an incentive to exit successful investments earlier to show a good track record, and to extend the holding period of unsuccessful ones hoping for a better outcome. There is an intrinsic cyclicality in this relationship: in bear markets when valuations are low, funds will hold off from selling their assets in the hope of a better time to sell. Table 5 show the average returns LPs can expect from investing in companies with a specific sector focus. But, this comes with a large amount of idiosyncratic firm- and sector-specific risk; this tends to have a larger impact on buyouts than on venture capital which is already very industry focused. Geographic diversification gives investors access to different economic cycles and levels of market maturity across the globe. In the last recession, PE performance was very poor in some regions, while not that bad in others. There has been a clear cyclical pattern for U.S. versus ex-U.S. performance over the past 30 years, closely linked to the relative growth rates in the underlying economies (Chart 13). Table 5Returns By Sector Exposure Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Chart 14 shows that from Q3 1998 to Q4 2000 relative performance between buyout and growth capital funds tended to move along with the interest-rate trajectory - the former benefits from falling rates which lower the cost of borrowing. Additionally, looking at median net IRR for funds by vintage year, we see that buyouts outperformed growth capital in 17 out of the 21 years (Chart 15). This was driven by stronger distributions to buyout fund LPs. Additionally; it was achieved with a fairly similar standard deviation of fund performance across vintage years. Within the buyout space, the median U.S.-focused buyout fund outperformed its ex-U.S. counterpart only in 2004-2012. Chart 13U.S. Vs. Rest Of The World U.S. Vs. Rest Of The World U.S. Vs. Rest Of The World Chart 14Impact Of Rising Rates Impact Of Rising Rates Impact Of Rising Rates Chart 15Buyouts Vs Growth Capital Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Finally, when allocating to private-equity and especially buyout funds, investors have a choice between different deal sizes (small to megacap). Looking at Table 6, it is clear that megacap buyout funds have been able to produce the best returns, but this came with significantly higher volatility, pushing down risk-adjusted returns. Additionally, these megacap deals have a larger negative skew and kurtosis - investors should expect a higher probability of large negative returns. Looking at performance in recessions, one can find a relationship between the nature of the downturn and the performance of different buyout deal sizes. For example, during the 2001 recession, the smallest deal sizes produced the worst performance because smaller-cap tech stocks suffered in the aftermath of the dotcom bust. During the 2007-2009 recession, the worst hit were larger buyout deals because of the damage done to the credit market. An analysis of PE would not be complete without a discussion of valuations. The average deal size has risen by 25% since 2009: two-thirds of this increase is due to rising multiples, and the remaining one-third is organic (Chart 16). Median EV/EBITDA has risen from 5.6x in 2009 to 10.7x in 2017. Leverage levels have been rising alongside multiples, and so lenders will be more hesitant to offer debt financing for deals. GPs will have to to make up the funding shortage with equity infusion, and this leads to a decrease in IRR. Additionally, covenant-lite loans have been increasing since 2012 and are now 75% of overall loan volume in the U.S. The percentage of listed companies globally valued at more than 11x EV/EBITDA rose from 20% in 2012 to 54% in 2016. Table 6Size Matters Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Chart 16Private Equity Is Expensive Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Lastly, return dispersion is much larger for private-market investments compared to public markets, because of the more active nature of the investment process. If an LP had consistently picked only top-quartile managers from 2000, they would have outperformed second-quartile managers by an impressive 7.7% (Chart 17) a year. Top-quartile managers generated these higher returns with only a trivial increase in volatility, thereby producing far superior risk-adjusted returns. Additionally, skewness and kurtosis measures show no significant deterioration (Table 7). Third-quartile managers struggled even to outperform global equities, and fourth-quartile managers failed even to preserve initial capital. Therefore, manager selection is critical to building a successful private-equity program. Over the past decade, there has been clear compression in fees charged by private equity firms (Chart 18). Management fees tend to differ significantly between the smallest and largest funds; but they are fairly consistent at about 1.975% for funds with AUM between $100 million and $1.9 billion. Chart 17Manager Selection Is Critical Manager Selection Is Critical Manager Selection Is Critical Table 7Large Dispersion Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Chart 18Fee Compression? Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? Risks In Private Equity Chart 19Strong Distributions Strong Distributions Strong Distributions The long-term investment horizon, illiquid nature, and unique structure of PE bring logistical challenges and unique risks. Given the erratic nature of capital draw-downs by GPs, some LPs might be unable to service capital calls which leads to their defaulting on their obligations. In this case, investors are exposed to funding risk and could lose their entire investment in the fund and all the capital already paid in. LPs tend to use distributions from a mature fund to finance capital calls of younger funds. But this may not be feasible in a slowdown when exits dry up and distributions slow, forcing LPs to raise additional capital from external sources12 for commitments. Many investors run an over-commitment strategy to avoid being under-exposed to their strategic allocation. The strong equity bull market has increased overall portfolio values, meaning that LPs have received large distributions, which have been double contributions since 2013 (Chart 19). Therefore, the net asset value (NAV) of PE holdings has not grown, and allocations even contracted in 2017, forcing LPs to keep plowing gains back into their programs to maintain the target allocation. Investors also face significant liquidity risk. GPs could be forced to sell portfolio companies in the secondary market at a discount to NAV, given the illiquid nature of the market. The secondary market tends to be very cyclical and is likely to experience a deal drought, as seen during the last financial crisis. Market risk is the impact of volatile markets on the quarterly changes in NAV of the portfolio. Capital risk relates to the realization value of the private-equity investments. There is a risk of a private-equity investment going bust and losing all its value. Holding a portfolio of funds exposed to many different companies can reduce this risk and generate a statistical distribution skewed towards positive returns. Additionally, diversification over multiple vintage years should create a right-skewed distribution that minimizes long-term capital risk. A Note On Private Equity Secondaries Chart 20Secondaries: Faster Return But Smaller Upside Private Equity: Have We Reached The Top? Private Equity: Have We Reached The Top? The secondary market for LPs' private-equity investments is growing. Direct secondaries are the sale of an interest in a direct PE investment or portfolio of direct PE investments to a new third-party investor. A secondaries fund is a PE fund raised by a fund-of-funds manager to acquire limited partnership interests in private equity from the original LPs. Secondary investing is no longer looked at as a source of liquidity for distressed investors, but as a differentiated investment strategy and a regular portfolio management tool to rebalance fund exposures and lock in realized gains. The secondary penetration rate (the percentage of total NAV across all PE strategies that trades in the secondary market) is still less than 2%13 but, as the secondary market continues to expand, investors may see a broader spectrum of assets on sale. Many investors look at the secondary market solely for opportunistic investments, making commitments only during or immediately following periods of market distress. Intuitively this makes sense, as secondary buyers should be able to negotiate steeper discounts during periods of elevated uncertainty and tight liquidity. However, there are many reasons to have a dedicated allocation: It Mitigates The J-Curve: Mature secondary investments cut off several years from the typical term of a PE fund because a good portion of the investment period is already completed. This generates immediate returns from the mature private-equity program. Many fund-of-funds managers will combine secondary interests with their primary portfolios to mitigate the J-curve. Less Blind Pool Risk: In private equity, LPs commit capital to a portfolio that is yet to be built. Secondary investing significantly reduces this risk because portfolios acquired are generally more than 50% invested and have less unfunded commitments. This provides investors with an actual portfolio of companies to evaluate. It Diversifies A Private-Equity Program: An allocation to secondaries can provide instant exposure to a highly diversified portfolio of mature private-equity interests. Lower Probability Of Poor Performance: The potential upside for secondary funds is not as high as that of primary funds, but the former produce poor returns much less frequently (Chart 20). Aditya Kurian, Senior Analyst Global Asset Allocation adityak@bcaresearch.com 1 Source: Bain Global Private Equity Report 2018. 2 Buyouts refers to deals in which a PE fund borrows a significant amount to acquire a target company or companies, which tend to be larger-cap private or publicly listed corporations. 3 Investments in mature companies with proven business models that are looking for capital to expand or restructure operations, enter new markets, or finance a major acquisition. 4 Apollo Investment Fund IX with an AUM of $24.7 billion raised in 2016-2017 is the largest buyout fund raised in history. 5 The amount of capital that has been committed to a private equity fund, but not yet deployed. 6 Source: Pitchbook. 7 The largest global buyout was the $17.9 billion carve-out of Toshiba Memory Corp in 2018. 8 Whereby a company owned by a private-equity fund issues debt in order to pay a dividend to the fund. 9https://www.cambridgeassociates.com/private-investment-benchmarks/ 10 To de-smooth returns, we used a first-order autoregressive model as shown by Rt = A0 + At Rt-1 + e, where At is the auto-regressive coefficient, and A0 is the intercept term. However, statistical methods do not always satisfactorily solve the problem of underestimated volatility for appraised asset values. 11 PME replicates the timing and size of private equity cash flows (purchases and sales) as if they had been invested in public equities. It is the dollar-weighted return that could have been achieved if funds had been invested in the index whenever a capital contribution was made and divested when the GP paid out a distribution. 12 In the Global Financial Crisis, Harvard Management Co issued a bond of more than $1 billion and considered selling a private equity stake of $1.5 billion at a 40%-50% discount to fund its capital calls. 13 Source: Preqin Ltd. Appendix: A Note On Data Sources And Definitions The performance indices all use quarterly unaudited, and annual audited fund financial statements produced by the GPs for their LPs. Partnership financial statements and narratives are the primary source of information concerning cash flows and ending residual/net asset values for both partnerships and portfolio company investments. The data providers' goal is to have a complete record of the quarterly cash flows and NAVs for all funds in the benchmark. All performance is calculated net of fees, expenses, and carried interest. Cambridge Associates (CA) uses two types of return calculation in its indices: Since Inception IRR: This calculates a discount rate which makes the NPV of an investment equal to zero. It is based on cash-on-cash returns over equal periods modified for the residual value of the partnership's equity or portfolio company's NAV. The residual value attributed to each respective group being measured is incorporated as its ending value. Transactions are accounted for on a quarterly basis, and annualized values are used for reporting purposes. End-To-End/Horizon IRR: A money-weighted return similar to the Since Inception IRR, except that it measures performance between two points in time. The calculation incorporates the beginning NAV, interim cash flows, and the ending NAV. All interim cash flows are recorded on the mid-period date of the quarter. With regards to avoiding survivorship bias, CA requires the complete set of financial statements from the fund's inception to the most current reporting date. When an active fund stops providing financial statements, CA reaches out to the manager to encourage them to continue to submit data. CA may, during this communication period, roll forward the fund's last reported quarter's NAV for several quarters. When CA is convinced that the manager will not resume reporting, the fund's entire performance history is removed from the database. Survivorship bias can affect all investment manager databases, including those of public asset managers. But the illiquid nature of private investments can actually help limit this impact, since the private investment partnerships owning illiquid assets will continue to exist and be legally required to report to the LPs even after the original manager ceases to exit. Over the past nine years the number of fund managers that stopped reporting to the database before liquidation averaged per year 0.7% of the total number of funds, and 0.6% of total NAV in the database. During that period the overall number of funds in the database increased by an average of 8% per year. Public Market Equivalent (PME): A private-to-public comparison that seeks to replicate private-investment performance under public-market conditions. The public index is recalculated as if shares were purchased and sold according to the private fund's cash flow schedule, with distributions calculated in the same proportion as the private fund. The PME NAV is a function of PME cash flows and public index returns. The PME attempts to evaluate the return that would have been earned had the dollars been deployed in the public markets instead of in private investments.

Highlights Portfolio Strategy The firming long-term housing demand backdrop, lumber price cost relief, steady new home prices and favorable new home sales expectations, all signal that it is time to buy homebuilders. On the flip side, we do not want to overstay our welcome in the S&P home improvement retail index as a number of leading industry profit indicators have started to wave a yellow flag. Recent Changes Boost the S&P Homebuilding index to overweight today. Trim the S&P Home Improvement Retail index to neutral and lock in gains of 13.3% today. Table 1 Indurated Indurated Feature Another week, another SPX all-time high. Investors have refocused their attention on the important macro drivers: solid profits, easing fiscal policy, and still-benign monetary policy with the real fed funds rate barely probing 0%. Trade-related rhetoric has taken the back seat as it has now become obvious that the rest of the world will bear the brunt of President Trump's trade escalation. Our EPS growth models are sniffing this out, with the SPX ticking higher, while our global profit model sinking close to nil (Chart 1). Chart 1Ex-U.S. EPS Will Bear The Brunt Of Trade Wars Ex-U.S. EPS Will Bear The Brunt Of Trade Wars Ex-U.S. EPS Will Bear The Brunt Of Trade Wars Importantly, we are impressed by how thick-skinned the market has become to negative trade-related news. Putting the looming Chinese tariffs into proper perspective is instructive. Assuming a 25% tariff rate on $250bn worth of Chinese manufactured goods and no relief from the renminbi's steep depreciation since April, results in a "tax" of $63bn. The net new "tax" is actually $53bn as an average 3.8%1 import tariff rate already exists on manufactured goods. The consumer and corporations will bear the brunt of this "tax", so it is worth examining the data on household net worth, consumer incomes, and corporate sales. Federal Reserve data show that household net worth increased by $8.1tn in the past year. BEA data reveal that total wage & salary disbursements increased by $400bn, and BCA's projections call for $600bn increase in SPX sales for 2019 (using IBES data for calendar 2019, Chart 2). In other words, it becomes clear that $53bn in a new tariff "tax" will barely eat into net worth, consumer incomes or corporate revenue flows. In addition, according to the IMF, fiscal easing in 2019 will surpass even this year's fiscal expansion in the U.S. The upshot is that over 1% of GDP in fiscal thrust in 2019 thwarts the specter of tariffs, before the fiscal impulse turns negative starting in 2020 (bottom panel, Chart 2). Meanwhile, following up from last week's report when we posited that the current macro backdrop resembles more the mid-2000s than the late-1990s, we are challenging ourselves and asking what if we are wrong in our assessment. Could we actually be replaying a late-1990s episode instead? Revisiting the late-1990s in more detail is in order, refreshing our memory on the sequence of events that led to the climactic LTCM bailout, and highlighting potential signposts that can be helpful in navigating today's macro and equity market maps. In March 1997 the Fed raised rates and pushed the fed funds rate to 5.5%. In hindsight that was a mistake as the Fed then paused the tightening cycle and watched as the Thai baht began to tumble in late-June 1997, eventually gripping all of the emerging world. True, the U.S. stock market modestly pulled back in October 1997 and the VIX spiked to 38. Then, as equities recovered in Q1/1998 and jumped to fresh all-time highs, suddenly the yield curve inverted in May 1998. Undeterred, the S&P 500 hit another peak in July of 1998 before falling roughly 20% in the subsequent month. Finally, once Russia defaulted and the Fed had to bail out the banks due to the LTCM fiasco, the FOMC, late in the game in September 1998, started to ease monetary policy, and engineered a steepening of the yield curve (Chart 3). Chart 2Trade "Tax" A Drop In The Bucket Trade “Tax” A Drop In The Bucket Trade “Tax” A Drop In The Bucket Chart 3Sequence Of Macro Events Matters Sequence Of Macro Events Matters Sequence Of Macro Events Matters The most important signpost from this trip down memory lane is the yield curve. In other words, heed the signal from the bond market: the yield curve inversion correctly predicted a reversal of Fed policy and naturally led the temporary peak in the stock market. Importantly, despite the peak-to-trough near-20% decline in the SPX between July and late-August 1998, if someone had bought the index on Jan 2, 1998 and held through the cathartic LTCM bailout, they remained in the black (bottom panel, Chart 3), and a buy the dip strategy was a winning one. As a last reminder, the SPX jumped another 65% from the August 1998 trough until the March 2000 peak that was preceded, once again, by another yield curve inversion. At the current juncture, were the yield curve to invert we would become overly cautious on the broad equity market as we highlighted in late-June2, and would begin to transition the portfolio away from cyclicals and toward defensives. But, we are not there yet. Thus, we sustain our sanguine broad equity market outlook on a 9-12 month horizon and our SPX target remains 10% higher with EPS doing all the heavy lifting as the multiple moves sideways (for more details, please refer to our April 30th, 2018 Weekly Report titled "Lifting SPX Target"). This week we are taking a deeper dive in housing and housing-related equities and making a subsurface portfolio shift. Look Through The Housing Soft Patch, And... While housing-related data releases have been slightly weaker than anticipated lately, we deem that this softness is transitory as housing market fundamentals rest on solid foundations. On the demand side, first-time home buyers still make only a third of total home sales and the homeownership rate is near generational lows, underscoring that pent up housing demand exists. In fact, the percentage of 18-34 year-olds that live with their parents remains close to 32% a multi-decade high and also represents another source of housing demand that has been dormant because of the Great Recession (Chart 4). Importantly, household formation is still running at a higher clip than housing starts and permits, signaling that the risk of a significant supply/demand imbalance is rising. Historically, this gets resolved via higher prices. Further on the supply side, inventories of existing and new homes for sale remain low and point toward a tight residential housing market (Chart 5). The 98.5% homeowner occupancy rate corroborates the apparent residential real estate market tightness. Chart 4Homeownership Still Well Within Reach Homeownership Still Well Within Reach Homeownership Still Well Within Reach Chart 5Positive Housing Demand/Supply Dynamics Positive Housing Demand/Supply Dynamics Positive Housing Demand/Supply Dynamics True, affordability has taken a hit both as a result of rising home price inflation and mortgage rates. But, putting affordability in historical context reveals that homeownership is still well within reach. Were we to exclude that aberration of the post 2007 surge in affordability owing to the collapse in house prices and all-time lows in mortgage rates, affordability is higher than the 1992-2007 range and only lower than the early 1970s. The reason is largely because of still generationally-low interest rates (Chart 5). While a rising interest rate backdrop and sustained house price inflation will continue to dent affordability, as long as job certainty remains intact and wage growth picks up steam as we expect (please see Chart 4 from last week's publication), we doubt that the U.S. housing market will suffer a relapse. ...Boost Homebuilders To Overweight, But... In that light, we recommend augmenting exposure to overweight in the S&P homebuilding index. With the labor market at full employment and unemployment insurance claims on the verge of breaking below the 200K mark, housing starts should regain their footing (Chart 6) and propel homebuilding profits. In addition, the latest Fed Senior Loan Officer survey showed that demand for residential real estate loans ticked higher, while simultaneously bankers remain willing extenders of mortgage credit. The implication is that new home sales will likely reaccelerate in the coming months (third & bottom panels, Chart 7). Chart 6Homebuilders Rest On Solid Foundations Homebuilders Rest On Solid Foundations Homebuilders Rest On Solid Foundations Chart 7Lumber Input Cost Relief Lumber Input Cost Relief Lumber Input Cost Relief While galloping lumber prices were previously a key reason for putting the S&P homebuilding index on our high-conviction underweight list, the recent liquidation, down $300/thousand board feet since the mid-May peak, in lumber prices represents a massive input cost relief for homebuilders (second panel, Chart 7). With regard to the relative pricing power front, previous price concessions (new home prices compared with existing home prices) are paying off as new home sales are steadily gaining a larger slice of the overall home sales pie (second & third panels, Chart 8). As input cost relief is slated to kick in during the next few months, especially on the framing lumber front, at a time when new home prices have stabilized, homebuilding sales and profits will likely overwhelm (bottom panel, Chart 8). While the latest NAHB/Wells Fargo National Home Market survey showed some softness on the overall housing market index (HMI), keep in mind that both the HMI and the sales expectations subcomponents of the survey are squarely above the 50 boom/bust line and only slightly below the recent cyclical highs (top and second panels, Chart 9). This healthy housing backdrop is also evident in plentiful construction job openings and expanding national house prices (third & bottom panels, Chart 9). Nevertheless, there are two risks to our upbeat S&P homebuilding view. First, interest rates. At the margin, rising mortgage rates can be a source of deficient housing demand especially for first-time home buyers. However, as mentioned earlier, interest rates are generationally low (middle panel, Chart 10) and the job market remains vibrant which should continue to entice first-time home buyers to make one of the largest purchase decisions of their lifetime. Chart 8Price Hikes Should Stick Price Hikes Should Stick Price Hikes Should Stick Chart 9Big Gaps Set To Narrow Big Gaps Set To Narrow Big Gaps Set To Narrow Chart 10Two Risks: Interest Rates & Wages Two Risks: Interest Rates & Wages Two Risks: Interest Rates & Wages Second, industry wage inflation. Construction sector wages are climbing rapidly, as much as 150bps faster than overall average hourly earnings (bottom panel, Chart 10). This is another key input cost for homebuilders that could eat into profit margins, especially if new home price inflation does not stick. In sum, a firming long-term housing demand backdrop, lumber price cost relief, steady new home prices and favorable leading indicators of new home sales will more than offset rising interest rates and industry wage inflation. Bottom Line: A playable opportunity has surfaced to ride the S&P homebuilding index higher. Lift exposure to overweight. The ticker symbols for the stocks in this index are: BLBG: S5HOME - DHI, LEN, PHM. ...Don't Over Stay Your Welcome In Home Improvement Retailers Nevertheless, we do not want to overstay our welcome on the other residential real estate-levered consumer discretionary subgroup, the S&P home improvement retail (HIR) index. We recommend a downgrade to a benchmark allocation for a relative gain of 13.3% since the July 5, 2016 inception. Such a move does not reflect a worsening overall housing view; as we made clear in our analysis above, we remain housing market bulls. Instead, we are concerned that too much euphoria is already priced in HIR equities. Chart 11 shows that fixed residential investment as a percentage of GDP is up 50% from trough to the recent peak (similar to the advance in existing home sales), whereas relative HIR performance is up 170% in the same time frame. Our worry is that optimistic sell side analysts' relative profit forecasts will be hard to attain, let alone surpass (bottom panel, Chart 11). Three main reasons are behind our softening EPS backdrop for home improvement retailers. First, our HIR model has plunged on the back of the wholesale liquidation in lumber prices and rising interest rates (Chart 12). Lumber deflation in particular will prove a profit headwind as building supply Big Box retailers make a set margin on wood products. Chart 11Too Much Euphoria Too Much Euphoria Too Much Euphoria Chart 12Timberrrr! Timberrrr! Timberrrr! Second, household appliance and furniture & durable selling prices have tentatively crested, and represent another source of profit headaches for HIR (bottom panel, Chart 13). Finally, select industry operating metrics suggest that the easy profits are behind HIR. Not only is our productivity growth proxy (sales per employee) on the verge of deflating, but also an inventory surge has sunk the HIR sales-to-inventories ratio into the contraction zone (second & third panels, Chart 13). But there are still some pockets of strength in the home improvement retailing industry that prevent us from turning outright bearish on the S&P HIR index. Despite the aforementioned easing in appliance and furniture wholesale prices, our HIR implicit price deflator has spiked on a short-term rate of change basis, likely owing to firm demand for remodeling activity. Indeed, the latest NAHB remodeling survey remains perched near record highs. The implication is that the recent lull in industry sales growth may reverse (middle and bottom panels, Chart 14). Importantly, a large driver of the previous cycle's remodeling activity was the availability of HELOCs and the stratospheric rise in Mortgage Equity Withdrawal (popularized by Fed economist Dr. James Kennedy). Now that home equity has nearly doubled to near 60% from the depths of the GFC, there are rising odds that homeowners may begin to tap their rebuilt equity and embark upon more renovations (top & middle panels, Chart 15). Tack on rising disposable incomes (bottom panel, Chart 15) and a buoyant labor market and the outlook for remodeling activity brightens further. Chart 13Operational Trouble Brewing... Operational Trouble Brewing… Operational Trouble Brewing… Chart 14...But Offsets... …But Offsets… …But Offsets… Chart 15...Exist …Exist …Exist Netting it out, is it prudent to lock in gains in the S&P HIR index as profit drivers have downshifted at the margin. Bottom Line: Crystalize gains of 13.3% in the S&P HIR index since inception, and downgrade exposure to neutral. The ticker symbols for the stocks in this index are: BLBG: S5HOMI - HD, LOW. Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com 1 Source: The World Bank, https://data.worldbank.org/indicator/TM.TAX.MANF.SM.FN.ZS?locations=US&name_desc=true 2 Please see BCA U.S. Equity Strategy Weekly Report, "Has The Reward/Risk Tradeoff Changed?" dated June 25, 2018, available at uses.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor value over growth Favor large over small caps

Highlights Rates are going higher ... : Flight-to-quality episodes aside, the bond bear market that began in July 2016 remains in force. Investors should maintain below-benchmark Treasury duration. ... but that doesn't necessarily spell immediate trouble for stocks: Consistent with our work on the fed funds rate cycle, it appears that the level of rates matters more for equity returns than their direction. Empirical evidence of a rates tipping point is elusive ... : The notion that investors migrate from stocks to bonds at a particular level of rates exerts a powerful intuitive appeal, but the data fail to validate it. ... but a 10-year yield Treasury of 3.75 - 4% might halt the bull market in its tracks: Higher rates reliably slow equities only when they rise enough to slow the economy. We estimate that the pinch point is somewhere in the neighborhood of a 3.75 - 4% 10-year Treasury yield. Feature A share of stock is a pro rata claim on the future earnings of the company that issued it. Holding future earnings constant, the price an investor will be willing to pay for a share is wholly a function of the rate used to discount its earnings back to the present day. The simplicity and ubiquity of this valuation approach suggest that equity returns should be predictably related to moves in interest rates. It may also point the way to a tipping point - either in the level of rates, or the magnitude of their rise - at which capital and savings migrate from stocks to bonds. This Special Report reviews the historical record to see how U.S. equities have interacted with real 10-year Treasury yields. It considers the key variables that would logically seem to bear on equity performance and investors' propensity to rotate between asset classes. We find that the relationship between rates and equity returns is conditional, depending on which crosscurrent dominates in any given episode. We did not uncover any predictable rotation pattern. Do The Math As noted above, valuing a stream of future cash flows is a simple mechanical process once one settles on an appropriate discount rate for converting future dollars to current dollars. According to the security analysis textbooks, then, moves in stock prices are inversely related to changes in interest rates. But the textbooks leave out one key point: changes in interest rates don't occur in a vacuum. When they change, earnings estimates are likely to change, too, most often in the same direction as real rates. To be sure, the denominator discounting future cash flows rises when real rates rise, but the future-earnings numerator most likely rises, too. If real rates are rising, the economy is probably gaining momentum, and earnings estimates should probably be revised higher as well. Conversely, falling rates lead to a higher earnings multiple (ex-the not insignificant animal-spirits wild card), but will regularly be accompanied by downward revisions in future earnings. The net effect is uncertain, and depends on whether the multiple change outweighs the change in earnings or vice versa. Bonds Are A Snap Compared To Stocks It's far simpler to compute the impact on a bond portfolio from a given increase in interest rates because the denominator is the only variable that changes. The future-cash-flows numerator is contractually fixed, and it takes a big shift in the state of the economy to spark an economy-wide change in perceived repayment potential.1 This is why bonds' sensitivity to changes in interest rates can be captured in a single universal metric (duration). Stocks are pulled in so many different directions by factors affecting future cash flows that duration has no equity analogue. Investors should therefore be cautious about pinning too much on interest rates as they relate to equities. Bonds move in fixed orbits around the interest-rate sun, according to strictly ordered rules that establish a very clear cause-and-effect relationship. Equities improvise as they go along, taking their cues from a rotating cast of variables that interact differently over time. Attempts to stretch the concept of interest-rate sensitivity beyond bonds regularly trip up equity investors; we cannot know in advance how rates will come together with the other factors that influence equities. Confounding Intuition, Part 1: Equities Prefer Rising Rates (And Multiples Don't Care) U.S. postwar history makes it clear that equity investors need not run from rising rates. The S&P 500 has fared considerably better when real 10-year yields have risen by at least 100 basis points ("bps") than it has when they've declined by that magnitude (Chart 1), gaining 9.4% and 5%, respectively (Chart 2). Rates do not exhibit any sort of a consistent relationship with either forward (Chart 3) or trailing (Chart 4) S&P 500 multiples, though extremely high and extremely low real yields are both associated with lower trailing P/Es. Negative real yields carry an unwelcome whiff of deflation, and their scatterplot data points tend to cluster at below-the-mean forward and trailing multiples. Chart 1Stocks Actually Do Better When Rates Rise ... Stocks Actually Do Better When Rates Rise ... Stocks Actually Do Better When Rates Rise ... Chart 2... Considerably Better ... Considerably Better ... Considerably Better When Do Higher Rates Hurt The Economy? Charts 3 and 4 show that both forward and trailing multiples almost always decline when real 10-year Treasury yields cross above 5%. What's bad for multiples isn't necessarily bad for earnings, however, and a 5% real threshold is irrelevant to today's cycle. The steady decline in the average fed funds rate over the last several completed cycles (Chart 5) makes it clear that neutral rate thresholds are not constant across time periods. Assessing interest rates' impact on the economy over time requires a sliding scale. Chart 3Hard To See A Trend Through The Windshield ... When Will Higher Rates Hurt Stocks? When Will Higher Rates Hurt Stocks? Chart 4... Or The Rear-View Mirror When Will Higher Rates Hurt Stocks? When Will Higher Rates Hurt Stocks? Estimates of potential economic growth provide a useful yardstick for measuring the impact of real yields. Comparing real long rates to potential output offers insight into the burden of servicing debt across the economy. If real rates exceed the economy's potential growth rate by a material amount, several marginal borrowers are likely to be gasping for air, and their travails will weigh on the economy. Conversely, servicing debt should be easy when real rates are below potential growth, and investors are more likely to invest, businesses are more likely to expand, and consumers are more likely to spend. Chart 5One Size Does Not Fit All One Size Does Not Fit All One Size Does Not Fit All There have been 22 instances in the postwar era when real 10-year Treasury yields have increased by at least 100 bps, and Table 1 lists all of them, grouped by their relationship to real GDP's potential five-year growth rate. There are three possible states for interest rate increases in relation to potential output: starting and ending below trend growth, starting below trend growth and ending above it, and starting and ending above trend. The S&P 500 comfortably tops its overall postwar returns when rates go from Below-to-Below and Below-to-Above, but declines outright when rates start above potential growth and go even higher. Earnings consistently rise when rates start below potential growth, making multiples the swing factor - when they expand, S&P 500 gains tend to be very large (Box 1). Table 1Real Rates Versus Potential GDP Growth When Will Higher Rates Hurt Stocks? When Will Higher Rates Hurt Stocks? Box 1 Decomposing S&P 500 Returns Table 2 details the decomposition of S&P 500 returns during rising real rate episodes occurring after S&P 500 earnings estimates began to be compiled in 1979. Except in the crucible of 2009, when they were flat, forward earnings estimates have always risen when rates rise from a below-trend starting point, putting a tailwind behind the S&P 500 that regularly overcomes the multiple contraction that occurs in half of the Below/Above instances. Multiples are the swing factor; when they expand in conjunction with rising earnings estimates, U.S. equities soar. They always contract when rates go from high to higher, dragging stocks down against a mixed earnings expectations backdrop. The action is consistent with our fed funds rate cycle work: stocks do best when rates are below equilibrium and falling because earnings and multiples expand in tandem in that setting, but they do nearly as well after rate hikes commence, in spite of multiple contraction. Earnings surge when the Fed is confident enough about the economy to embark on a tightening cycle, but has not yet hiked enough to choke off the expansion. Multiple expansion in a majority of the Below/Above instances reveals that investors do not rotate out of equities en masse when rates rise, even by a considerable amount. The rotation story has intuitive appeal, but it doesn't show up in these data. Table 2Decomposition Of S&P 500 Returns During Rising Rate Periods When Will Higher Rates Hurt Stocks? When Will Higher Rates Hurt Stocks? A Little More Slicing And Dicing (Potential GDP Matters) Chart 6Mind The Gap Mind The Gap Mind The Gap Defining Below-to-Below and Below-to-Above states is easy in hindsight, but an investor cannot know in real time where a rising-rate instance that begins with rates below potential output will end. Earnings rise no matter where rates end relative to potential GDP, but re-rating in Below/Below can flip to de-rating in Below/Above, slamming the brakes on phase gains. The empirical data say investors should lighten up on S&P 500 exposure when real rates cross above real potential GDP. S&P 500 returns trounce their overall postwar gain when rates rise from below potential GDP to potential GDP but lag it once rates cross above potential GDP (Chart 6). Confounding Intuition, Part 2: Institutional Investors Don't Rotate Even if S&P 500 returns fail to demonstrate any consistent relationship with interest rates, one would expect that professional investors' asset-class positioning would. Bonds and stocks are alternatives for one another, and institutional investors presumably shift their allocations in line with the asset classes' relative prospects. We examine Pension Funds', Life Insurers', and Mutual Funds' asset-allocation profiles over time using balance-sheet data from the Federal Reserve's quarterly Flow of Funds report. The data show that asset-allocation decisions are made without apparent regard for relative valuations, at least as proxied by the equity risk premium. Pension funds' steady increase in equity allocations across the '90s appears to have been less a function of rate moves than buying into the bull market (Chart 7). Since the dot-com bubble burst in 2000, bond and equity allocations have mainly reflected the performance tides. The extended trend in pension funds' equity-to-bond allocation ratio suggests that the funds set a long-range goal and grind steadily toward achieving it, regardless of relative valuation movements. It also suggests that the funds may not bother with rebalancing, much less dynamic asset allocation. Life insurers kept their fixed income and equity allocations more or less fixed across the '70s (not shown) and most of the '80s. They then reduced equity exposure for three years after 1987's Black Monday, assiduously built it up across the '90s, and have more or less let it drift since the millennium (Chart 8). The equity risk premium does not appear to have been a consideration. Asset-allocation stasis may simply be a reflection of life insurers' stringent regulatory constraints, but their portfolio managers' limited discretion precludes opportunistic allocation shifts. Mutual fund allocations tend to depend much more on past events than future expectations. Equity holdings peak when the equity risk premium bottoms and bottom when the equity risk premium peaks (Chart 9). The problem is that mutual fund managers are structurally hostage to their investors' whims. They are sorted into narrow silos and then straitjacketed by the rigid allocation rules written into their fund prospectuses. Even if they think asset-class rotation is a great idea, only a tiny minority of fund managers can act upon it. Chart 7Pension Funds Don't Allocate Based On Yields Or The ERP ... Pension Funds Don't Allocate Based On Yields Or The ERP ... Pension Funds Don't Allocate Based On Yields Or The ERP ... Chart 8... While Life Insurers Appear To Allocate In Defiance Of Them ... While Life Insurers Appear To Allocate In Defiance Of Them ... While Life Insurers Appear To Allocate In Defiance Of Them Chart 9Mutual Funds##BR##Obey Their Owners ... Mutual Funds Obey Their Owners ... Mutual Funds Obey Their Owners ... Confounding Darwin's Intuition: Human Investors Never Learn Chart 10... Who Act On Real Emotion, Not Real Yields ... Who Act On Real Emotion, Not Real Yields ... Who Act On Real Emotion, Not Real Yields Kahneman and Tversky's groundbreaking research into decision-making under uncertainty revealed that our species is wired to make suboptimal investment decisions. Prospect theory, loss aversion and an unhealthy fixation on recent data all encourage retail investors to repeatedly shoot themselves in the foot. When it comes to asset allocation, households appear to focus exclusively on the action in the rear-view mirror (Chart 10). Retail investors as a group rotate between equities and fixed income retroactively, in response to recent past returns, not proactively in response to cues about future relative-return prospects. Investment Implications Despite the compelling intuition that investors should set their course by the interest-rate stars, there is no evidence in the flow of funds data that they have done so in the past. We posit that structural constraints on institutional investors, combined with humans' durable cognitive biases, offer no reason to expect that they will do so in the future. While there may not be any predictable rotation pattern, rising rates have given rise to a predictable performance pattern. Equities reliably perform better when real rates are rising by at least 100 basis points than they do when they're falling. Decomposition of S&P 500 returns indicates that the pattern holds because earnings rise a good bit more in rising-rate periods than multiples decline. And multiples don't always decline when rates rise, anyway; sometimes emotion overrides cash flow discounting mechanics. Investors should lighten up on Treasury allocations, while keeping the exposures they do hold at below-benchmark duration. They should not flee equities, however. Rates have not yet risen enough to cool off the economy in any material way, and we judge that they won't until somewhere around a 3.75% 10-year Treasury yield.2 Tight supplies in labor and goods markets will eventually stoke realized inflation and provoke the Fed into tightening enough to cut off the rally, but it hasn't happened yet, and it is far too early to de-risk portfolios on account of interest rates. Doug Peta, Senior Vice President U.S. Investment Strategy dougp@bcaresearch.com 1 An unusually large drop in rates may well be associated with economic distress, but default-adjusted bond payment streams are much less variable than near- and intermediate-term earnings estimates. 2 Based on the evolution of the Congressional Budget Office's longer-run estimates of real potential GDP growth, and the trend in our own model of long-term inflation expectations, it appears as if nominal potential GDP growth will be somewhere in the neighborhood of 3.75-4% next year. This is a much lower estimate than one would get from adding the Fed's 2% inflation target to the current rate of GDP growth, but we need to look past the immediate boost of the stimulus package to get a read on its longer-run effects. As with all of the estimates produced by our models, we look to it for a general guide to the future, not a precise point estimate.

Highlights So What? President Trump is treating the midterm election as a hurdle. Once cleared, he will restart "Maximum Pressure" policy towards China and Iran that will induce market volatility. The outcome of the election, however, has only a marginal investment relevance. Why? A Democrat-held Congress will not have the votes to overturn President Trump's signature economic policies: tax cuts, deregulation, and stimulus. Removal from power requires 67 votes in the Senate, out of the reach for Democrats. President Trump will pursue aggressive foreign and trade policies, regardless of the midterm outcome. As such, the midterm outcome is a non-diagnostic variable. Also... Rising stroke-of-pen risk, combined with President Trump's unorthodox foreign and trade policies, will likely intensify following the midterm election. Therefore, it is difficult to "buy on (midterm-related) dips," despite our call that the election does not matter. Feature Should investors care about the upcoming midterm election? The answer is yes, but marginally. A gridlocked Congress, our most likely outcome, is historically less positive for equities than an electoral outcome that results in a unified executive and legislature (Chart 1). The reality, however, is that economic and monetary variables are overwhelmingly more important for investors than politics.1 Table 1 illustrates the impact of four factors on monthly S&P 500 price returns. The first two columns demonstrate the effect on returns of recessions and tightening monetary policy, respectively, whereas the last two columns measure the effects of gridlock and reduced uncertainty in the 12-months following presidential and midterm elections.2 The table presents the beta of a simple regression based on dummy variables for each of the four components (t-statistics are shown in parentheses). Chart 1A Unified Congress Is A Boon For Stocks A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Table 1A Divided Government Is Marginally Negative For Stocks A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election As expected, the macro context has a much larger impact on stock returns than politically driven effects. The impact of political gridlock is shown to be negative regardless of the timeframe, but only just. Could 2018 be different? Given the extraordinary level of polarization - captured in Chart 2 by the difference in presidential approval by party identification - this time could, indeed, be different. But, we do not think it will be. As we discussed last week,3 Democrats in Congress would not be able to impact the three crucial pillars of the Trump Reflation Trade: De-regulatory agenda: The executive branch is in charge of the deregulatory agenda, which investors should note kindled corporate animal spirits on day 1 of the Trump presidency (Chart 3). Chart 2Presidential Approval Variance Signals Peak Polarization Presidential Approval Variance Signals Peak Polarization Presidential Approval Variance Signals Peak Polarization Chart 3Trump's Mere Election Stoked Animal Spirits Trump's Mere Election Stoked Animal Spirits Trump's Mere Election Stoked Animal Spirits Tax cuts: Without 67 votes in the Senate, the Democrats cannot overturn a presidential veto that is certain to be used on any tax-hikes as long as President Trump is in power. They won't even get to the 60 votes necessarily to invoke cloture and thus avoid a Republican filibuster on tax, immigration, or other policy reforms. Fiscal policy: We see no chance of the Democratic Party becoming the party of fiscal discipline ahead of the 2020 election. Voters are not demanding budget discipline, despite the obvious rise in budget deficits (Chart 4), so why would the Democratic Party nail itself to the fiscal conservative cross over the next two years? What of the impeachment risk? There is no empirical evidence that impeachment proceedings have any impact on U.S. equity markets.4 And we would fade any concerns that an impeachment push would cause President Trump to seek relevancy abroad with aggressive foreign and trade policies because we expect him to do so regardless of the midterm outcome! Nonetheless, we do think that investors are in for a mild surprise this November (Chart 5). First, the data suggests that Democrats will have a wave election. In fact, we are raising our probability of a Democratic House victory to 70%, largely in line with current expectations. Second, we are also raising our call on the Senate to a "too-close-to-call." Essentially, we think that the Democratic Party may be able to pick up a Senate seat, which would be an extraordinary outcome given that they are defending 26 seats out of the 35 in contention.5 While such an electoral surprise may not have immediate investment implications in 2018 and 2019, it could have implications beyond 2020. The Senate electoral math significantly changes in 2020, with Republicans currently set to defend 21 seats out of 33 in contention (a number that could grow due to retirements). A Democratic sweep of U.S. institutions in 2020 could significantly alter the long-term earnings outlook in the U.S., especially if America's center-left party swings further to the left by then. Such an outcome would put an end to the two-decade long divergence in profits and wages as share of the total economy (Chart 6). But more on that at a later point. In this report, we focus on the upcoming election itself. Chart 4Voter Fiscal Preferences Are Not Fixed Voter Fiscal Preferences Are Not Fixed Voter Fiscal Preferences Are Not Fixed Chart 5Our Senate Call Is Out Of Consensus Our Senate Call Is Out Of Consensus Our Senate Call Is Out Of Consensus Chart 6What Is Not Sustainable Will Stop What Is Not Sustainable Will Stop What Is Not Sustainable Will Stop Midterm Election: The Twenty Charts To Watch History is stacked against the Republican Party. Chart 7 shows that the president's party has lost, on average, 24 seats since the 1950 midterm election. Only Clinton in 1998 - at the top of an epic bull market and with an approval rating of 66% (!) - and Bush Jr. in 2002 - following a once-in-a-generation terrorist attack on the U.S. homeland - managed to eke out positive gains. Even in those Goldilocks conditions, Clinton's Democrats only picked up a paltry five seats in the House (none in the Senate), while Bush's GOP gained two Senate and eight House seats. Chart 7Midterm Elections Normally Spell Doom For The President's Party A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Polls suggest that this time will not be different. Both the congressional generic ballot (Chart 8) and President Trump's popularity - at just 39% - (Chart 9) are signaling a wave election for the Democrats. Chart 8Polling Gives Dems The Advantage Polling Gives Dems The Advantage Polling Gives Dems The Advantage Chart 9President Trump Is A Drag On The GOP... A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election But what about the roaring economy? Astonishingly, economic performance has a negative correlation with electoral outcomes in congressional elections (Chart 10)! This data point is so counterintuitive that it must be wrong. At the very least, history suggests that there is no clear relationship between the economy and congressional returns. Chart 10...Whereas The Economy Is Unlikely To Provide A Tailwind A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election The economy only matters when things are going wrong. Current polls, in other words, are already pricing in a solid economic context, with the Democratic lead over the Republicans having narrowed from double-digits since the economy began roaring in January (Chart 11). At this point, however, it is highly unlikely that two more months of solid economic performance will have much of an effect on voter preferences. In fact, the importance of the economy, jobs, and budget deficits to voters has been declining since 2014 (Chart 12). Chart 11The Economy Is Already Baked In The (Polling) Cake The Economy Is Already Baked In The (Polling) Cake The Economy Is Already Baked In The (Polling) Cake Chart 12Voters Care Less About Economic Issues A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election In addition, investors should remember that voter experience of the economic recovery is highly polarized. During Obama's presidency, Republican voter consumer sentiment and expectations were at recession levels. Magically, on November 8, 2016, both Republicans and Democrats changed their sentiment (Chart 13). Independent voters are, unsurprisingly, somewhere in the middle. Chart 13Voters Cannot Agree On Economic Performance Anyway Voters Cannot Agree On Economic Performance Anyway Voters Cannot Agree On Economic Performance Anyway Primary election turnouts are confirming that the economy is not the primary driver of voter enthusiasm. Democrats have seen 8.9 million more voters vote in the 2018 primaries, compared to the 2014 midterm election. Meanwhile, GOP voters - who are presumably more enthused about the economy - have only seen a pickup of 3.8 million new primary voters. The pattern of primary voting is similar to the one in 2010, when the Tea Party revolt energized the Republican base in opposition to President Obama. In 2010, Republicans increased primary turnout in 186 congressional districts compared to the 2006 election. Satisfied with President Obama's win in 2008, Democrats only increased the primary turnout in 35 districts. As a result, the GOP picked up 63 House seats and gained control of the lower chamber of Congress. This time around, the numbers foreshadow a similar wave, but in favor of the left. Democrats have seen their turnout increase in 123 electoral districts, compared to the 2014 election. This includes 20 of the most competitive races this year. Republicans, meanwhile, have seen an increase in enthusiasm in only 19 congressional districts this year. The death knell for Republicans in the House of Representatives, in our view, will be the abnormally large number of retirements (Chart 14). Incumbency has a powerful effect in congressional races. On average, incumbents easily win over 90% of their races for the House (Chart 15). Chart 14Double More GOP Retirements This Year A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Chart 15Incumbents Normally Carry The Day Incumbents Normally Carry The Day Incumbents Normally Carry The Day The average margin of victory for the Republican representatives not running for re-election in the 42 electoral districts in 2016 was 28.3%6 (Table 2). This sounds like too high of a hurdle for Democrats to leap over. However, that is precisely what Democratic candidates have done in the House and Senate special elections in 2017 and 2018. The average GOP lead in those races is down from 29.2% in 2016 to just 8.5% today, a 20.7% swing (Table 3). This math explains why the Cook Political Report, the premier U.S. election forecasting consultancy, sees the number of competitive Republican-held seats more than doubling in 2018 (Chart 16), whereas the number of competitive Democratic-held seats has collapsed. Table 2Republicans Not Seeking Re-Election In 2018 A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Table 3Non-Incumbent Republicans Lost 20% Advantage In Special Elections A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Our Senate model is similarly flashing red for the Republican Party. Despite an overwhelming structural advantage in the 2018 cohort - having to only defend nine seats - our model is predicting that the Democrats will hold all their Senate seats and pick up one (in Nevada) (Chart 17). Chart 16Number Of GOP Seats At Risk Has More Than Doubled! A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Chart 17Our Senate Model Is Generous To The Democrats A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election We modeled the individual Senate races by combining the state and national economic and political variables with the latest available opinion polling.7 We only focused on the races that we believe are currently competitive and we may change the mix as new information becomes available. The results of our "beta" model, expressed as a margin of victory by the Republican candidate (GOP total vote minus Democrat total vote), show that the Democrats have a surprisingly decent chance of picking up the Senate. Highly concerning for President Trump and the GOP is that the Democratic Senate candidates have a healthy lead in three out of the four contested Midwest races (Chart 18), suggesting that Trump's crossover appeal to blue-collar voters is not working when he is not the candidate (or perhaps, even more alarming for the GOP, when Hillary Clinton is not his opponent). The only tight Midwest election is in Indiana, where Democratic incumbent Joe Donnelly's lead is within the margin of error. Another concern for the Republicans is that the Democrats have largely fielded centrist candidates in the House and Senate races. For example, former Tennessee Governor (2003-2011), Phil Bredesen, is a conservative Democrat currently leading in the polls against his Republican opponent. Democratic candidates for election in Republican-held Arizona and Nevada are similarly centrists and thus competitive (Chart 19). Furthermore, in the 42 seats where Republicans are fielding non-incumbents, our research suggests that Democrats only fielded 14 left-wing/progressive candidates.8 Despite the media's focus on left-wing/progressive candidates - such as Alexandria Ocasio-Cortez in the Bronx or Ayanna Pressley in Boston - the vast majority of Democratic candidates in the non-coastal U.S. have been centrists. This means that GOP candidates will have very few "lay-ups" in November. Putting it all together, we would give Democrats a 70% chance of picking up the necessary 23 seats to take over the House. In the Senate, the next two months will determine the outlook for GOP candidates. Investors should fade the message from the current polling - and thus our model - as voters have paid very little attention to local races before Labor Day. However, if the current trajectory in the congressional generic poll and Trump's popularity holds until November, the likelihood of a GOP hold in the Senate will fall. For President Trump, a result where he loses the House and the Senate would be a political disaster. Should investors prepare for the volatility of impeachment in that case? The midterm election is a non-diagnostic variable. The Senate requires 67 votes to convict the president and thus remove him from power. A 50 +1 majority will not help Democrats get to that level any more than a 50 -1 minority would. They will need Republican Senators to join them in the impeachment endeavor. For that to happen, Republican voters will have to lose confidence in President Trump in droves, as they once did in President Nixon. As Chart 20 clearly illustrates, we are nowhere near that point today. Chart 18The Midwest: Is The Trump Magic Gone? A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Chart 19The Sun-Belt: No Place To Hide For The GOP? A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Chart 20Trump Is Not Nixon (Yet) A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Investment Implications: Much Ado About Nothing Putting it all together, this year's midterm election has a good chance of dominating the news flow by producing a shocking electoral surprise. In the immediacy of an outcome that hands the control of the entire Congress to the fired-up Democrats, it would be smart to bet on a brief risk asset pullback. However, the Democrats will not be able to unravel any of President Trump's main economic policies. In fact, investors may be presented with higher odds of an infrastructure plan and even of an immigration deal, if President Trump faces reality and comes to the middle ground on some of his demands (as President Clinton did after his disastrous 1994 midterm election). As for impeachment and the risk of President Trump "seeking relevancy abroad," our high conviction view is that he will continue pursuing unorthodox foreign and trade policies regardless of the midterm outcome. The just-announced 10% tariff on $200 billion of Chinese imports confirms our alarmist view on trade tensions. In fact, President Trump has explicitly threatened an increase of the tariff rate to 25% by the end of the year in order to put more pressure on Beijing. The increase in the tariff rate would be a significant escalation in the trade war, one that we do not expect Chinese policymakers to simply roll over and accept. Meanwhile, the U.S. embargo on Iranian oil exports will officially begin on November 4, just two days before the midterm election date. This is not a coincidence, but a product of White House design. We expect President Trump to turn the screws on Iranian exports in ways that President Obama did not.9 Given the potential impact on domestic gasoline prices, the White House has decided to coincide the pressure on Tehran with the end of the election season. The midterm election, therefore, is important only in terms of timing. Once it is out of the way, President Trump will refocus on his "maximum pressure" tactic, which he believes (and we agree) led to a breakthrough in North Korea policy. Unfortunately for the markets, we do not expect that the maximum pressure tactic will work as smoothly with Iran and China.10 The final risk to markets is the creeping "stroke of pen" risk from potential regulation of technology enterprises. Joseph Simons, the Trump appointed new chair of the Federal Trade Commission, recently said that "the broad antitrust consensus that has existed... for about 25 years is being challenged... the U.S. economy has grown more concentrated and less competitive."11 His comments have dovetailed the threat to FAANG stocks that exists from a shift in U.S. anti-trust enforcement, one that would take the anti-trust practice away from the consumer-friendly approach of the "Chicago School."12 Chart 21FAANG Stocks + Microsoft Have Dramatically Outperformed... FAANG Stocks + Microsoft Have Dramatically Outperformed... FAANG Stocks + Microsoft Have Dramatically Outperformed... Table 4...Generating 50% Of The 2018 S&P 500 Return! A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election This is a big risk for the ongoing bull market as the reason why the S&P 500 has performed well is due to the performance of a few (enormous) technology stocks that have seen both earnings and valuation multiples expand amid one of the longest economic growth phases in history (Chart 21 and Table 4). And yet the one thing that a plurality of Democrats and Republicans seem to agree with is that major tech companies should be regulated (Chart 22). Privacy advocates - who tend to lean left or libertarian - and conservatives, who feel that their commentators are being silenced by Silicon Valley, could form a classic "bootleggers and abolitionists" coalition against the FAANGs post midterm election. In fact, it is the one thing that Trump, and his supporters may (Chart 23), have in common with a potentially left-leaning Congress. Chart 22Majority Of Americans Want Tech Regulated A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election Chart 23Conservatives Distrust Tech Companies A Story Told Through Charts: The U.S. Midterm Election A Story Told Through Charts: The U.S. Midterm Election How should investors play the midterm election? It is tough to say. We do not think the Democrats' takeover of Congress will be a catalyst for the markets. However, there are a slew of concerning geopolitical developments that will accelerate post-election, some specifically because President Trump will become more aggressive following the electoral hurdle. As such, we would be cautious. While it may serve investors well to "buy on dips" related to the fear of a "Socialist" takeover of Congress, it will be difficult to disassociate such hysteria from genuinely bearish narratives emanating from the Middle East, with trade policy, or stroke of pen risks looming over FAANG stocks. Marko Papic, Senior Vice President Chief Geopolitical Strategist marko@bcaresearch.com Ekaterina Shtrevensky, Research Associate ekaterinas@bcaresearch.com 1 Please see BCA U.S. Investment Strategy Weekly Report, "A Party On The QE2," dated November 8, 2010, available at usis.bcaresearch.com. 2 We include the last factor in the regression because it could be that the market responds positively in the post-election period, irrespective of the election outcome, simply because political uncertainty is diminished. 3 Please see BCA Geopolitical Strategy Weekly Report, "Fade The Midterms, Not Iraq Or Brexit," dated September 12, 2018, available at gps.bcaresearch.com. 4 Please see BCA Geopolitical Strategy Special Report, "Break Glass In Case Of Impeachment," dated May 17, 2017, available at gps.bcaresearch.com. 5 We are counting Senators Angus King (Maine) and Bernie Sanders (Vermont) as "Democrats" in this tally as they both caucus with the Democratic Party and generally vote very much in line with their left-leaning peers. 6 Excludes Pennsylvania due to redistricting in early 2018, and OK-01, as the candidate ran unopposed. 7 The state variables include the annual percent change in personal income, the annual change in the Philadelphia Fed Coincident index, and incumbency. The national variables include presidential approval ratings, a variable indicating whether the last presidential election was close, and the annual percent change in real GDP, CPI, industrial production, and the DXY. We add to this mix of national and state data the latest opinion polling by state race and the generic congressional ballot. 8 This number is largely our judgement call based on the statements from the Democratic primary winners. However, the fact that there is no unified progressive movement - akin to the 2010 Tea Party revolution - confirms our view. 9 Please see BCA Geopolitical Strategy Special Report, "Why Conflict With Iran Is A Big Deal - And Why Iraq Is The Prize," dated May 30, 2018, available at gps.bcaresearch.com. 10 Please see BCA Geopolitical Strategy Weekly Report, "Are You Ready For 'Maximum Pressure?'," dated May 16, 2018, available at gps.bcaresearch.com. 11 Please see Diane Bartz, "Trump's antitrust enforcer considers shifting up a gear," dated September 13, 2018, available at reuters.com. 12 Please see BCA Geopolitical Strategy and U.S. Equity Strategy Special Report, "Is The Stock Rally Long In The FAANG?" dated August 1, 2018, available at gps.bcaresearch.com.

Highlights Portfolio Strategy Stick with a neutral weighting in the tech sector as rising interest rates, higher inflation and a firming greenback offset improving industry operating metrics on the back of the virtuous capex upcycle. Chip and chip equipment stocks will remain under pressure as global semi sales are under attack and leading indicators of semi demand suggest that more pain lies ahead at a time when chip selling prices are steeply decelerating. Recent Changes There are no changes to our portfolio this week. Table 1 Party Like It's 2004! Party Like It's 2004! Feature Equities regained their footing last week and remain perched near all-time highs. Investors are largely ignoring the trade-related uncertainty and are instead focusing on the upbeat economic backdrop. Both soft and hard data continue to send an unambiguously healthy signal for the U.S. economy, a potent tonic for corporate profitability. Chart 1EPS Will Do All The Heavy Lifting EPS Will Do All The Heavy Lifting EPS Will Do All The Heavy Lifting While a lot of parallels have been drawn between today and the late-1990s, our sense is that the current financial market and economic outlooks resemble more the mid-2000s. Chart 1 shows that, between 2004 and the stock market peak in late-October 2007, forward profit growth estimates peaked at over 20%/annum and the forward multiple drifted steadily lower. Nevertheless, stocks remained well bid and rose alongside forward EPS (top and third panels, Chart 1). In other words, despite decelerating forward profit growth estimates and a contracting forward multiple, expanding forward EPS did the heavy lifting, explaining all of the advance in the SPX. The similarities to today are eerie: while profit growth peaked in Q1/2018, 10% EPS growth is elevated for the tenth year of an expansion, and the forward multiple is coming in (Chart 1). On the policy front, the Bush tax cuts hit in the mid-2000s with the elimination of the double taxation of dividends and a drop in personal income tax rates, along with a one-time cash repatriation of corporate profits stashed abroad. With regard to the economic backdrop, capex was roaring and nominal GDP was firing on all cylinders as a housing bubble was getting inflated. The GDP deflator also hit a high mark. The ISM manufacturing survey eclipsed 61 in 2004 and non-farm payrolls were expanding smartly (Chart 2). But despite all that apparent overheating especially in the housing market, the real fed funds rate was near zero in 2004 (top panel, Chart 3). Finally, a number of financial market metrics were also similar to today. Oil prices were on their way to triple digits, high yield spreads were below 400bps and the VIX probed, at the time, all-time lows (Chart 3). However, one key difference between the mid-2000s and today is the strengthening U.S. dollar. The firming greenback remains a key risk to our positive equity market view (bottom panel, Chart 3), as it will eventually infiltrate EPS. Netting it all out, if history at least rhymes, an earnings-led advance in the SPX is the most likely outcome. Our sanguine cyclical (9-12 month) equity market view remains predicated on a 10%/annum increase in EPS and a sideways-to-lower move in the forward multiple. Meanwhile, wage inflation is slowly starting to rear its ugly head. In fact, we are surprised by the fits and starts in average hourly earnings growth. At this stage of the cycle, wage growth should start galloping higher as executives aggressively bid up the price of labor in order to fill job openings and bring expansion plans to fruition. A simple wage growth indicator comprising resource utilization and the unemployment gap suggests that wage inflation will really kick into higher gear in the coming 12 months (shown as a Z-score, Chart 4). Chart 2Eerie... Eerie… Eerie… Chart 3...Parallels With 2004 ...Parallels With 2004 ...Parallels With 2004 Chart 4Mind The Return Of Inflation Mind The Return Of Inflation Mind The Return Of Inflation Two weeks ago we highlighted that the S&P 500's profit margins are benefiting from lower corporate taxes and muted wage growth, a goldilocks backdrop. Despite evidence of a pending inflationary impulse, as long as businesses are successful in passing rising input costs down the supply chain and onto the consumer, then margins and EPS will continue to expand. Nevertheless, deconstructing the SPX's all-time high profit margins is in order. Chart 5 & Chart 6 show the 11 GICS1 sector profit margin time series using Standard & Poor's data, and Chart 7 is a snapshot of Q2/2018 profit margins for the 11 sectors and the broad market. Chart 5Sectorial Profit ... Sectorial Profit … Sectorial Profit … Chart 6...Margin Breakdown ...Margin Breakdown ...Margin Breakdown Chart 7Tech Is A Clear Outlier Party Like It's 2004! Party Like It's 2004! Five sectors (tech, industrials, materials, consumer discretionary and utilities) are enjoying record-high profit margins, and four (financials, consumer staples, telecom services and real estate) are on the verge of joining that club. This leaves two sectors with declining margin profiles: health care and energy. While most sectors are +/- five percentage points away from the S&P 500, the tech sector sports profit margins at twice the level of the SPX or eleven percentage points higher and is the clear outlier (Chart 7). The implication is that the broad market's EPS fortunes are closely tied to the high-flying tech sector that commands a 26% market cap weight. Thus, this week we are compelled to highlight the deep cyclical tech sector, and two of its hyper-sensitive and foreign exposed subcomponents. Tech On Steroids In late-August we published a chart on tech margins (which we are reprinting today) showing the upward force they have exerted on the broad equity market for the better part of the past decade (top panel, Chart 8). Naturally, stratospheric profits must underpin these parabolic margins. The middle panel of Chart 8 highlights that since 2006 tech EPS have almost quadrupled, pulling SPX profits higher. As a reminder, the S&P tech sector commands a 24% profit weight in the S&P 500, the highest since the history of this data series and almost double the weight during the previous cycle's peak (bottom panel, Chart 8). The implication is that in order for the broad market to suffer a severe blow, tech has to take a hit, and vice versa. Chart 8Secular Tech EPS Growth Has Boosted Margins Secular Tech EPS Growth Has Boosted Margins Secular Tech EPS Growth Has Boosted Margins Chart 9EPS Growth Model Flashing Green EPS Growth Model Flashing Green EPS Growth Model Flashing Green On the EPS front, our profit growth model has recently ticked higher from an already extended level, signaling that the profit outlook remains bright (Chart 9). The virtuous capex upcycle - BCA's key theme for the year - remains the key driver behind our EPS model. Chart 10 shows that the tech sector continues to make inroads in the overall capex pie, according to financial statement-reported data, and has now doubled its share since the GFC trough to roughly 12%. National accounts corroborate this data and underscore that pent up demand is getting unleashed, following a near 15-year hibernation period (bottom panel, Chart 10). The news on the operating front is equally encouraging. The San Francisco Fed's tech pulse index - an index of coincident indicators of technology sector activity1 - is reaccelerating. Tech new orders-to-inventories are also picking up steam and suggest that sell side analysts have set the relative EPS bar too low (Chart 11). Finally, the latest PCE report revealed that consumer outlays on tech goods are also gaining momentum, even relative to overall consumer spending. While this upbeat backdrop would point to an above benchmark tech allocation, three risks keep us at bay. First, the tech sector garners 60% of its revenues from abroad and thus the appreciating U.S. dollar is a significant profit headwind, especially for 2019 when the delayed negative FX translation effects will most likely emerge (third panel, Chart 12). Chart 10Capex On The Upswing... Capex On The Upswing… Capex On The Upswing… Chart 11...Underpinning Tech Operating Metrics... ...Underpinning Tech Operating Metrics… ...Underpinning Tech Operating Metrics… Chart 12...But Three Risks Keep Us At Bay ...But Three Risks Keep Us At Bay ...But Three Risks Keep Us At Bay Second, a rising U.S. inflation backdrop along with the related looming selloff in the bond market should knock the wind out of the tech sector's sails. Tech business models are built to withstand deflation and thrive in a disinflationary environment. Thus, when inflation re-emerges, tech stocks suffer (CPI and 10-year UST yield shown inverted, top two panels, Chart 12). Third, leading indicators of emerging Asian demand are souring rapidly and were the trade war to re-escalate, EM in general and tech-laden Korean and Taiwanese economic data in particular would retrench further (bottom panel, Chart 12). Bottom Line: We prefer to remain on the sidelines in the S&P information technology sector and sustain a barbell portfolio within the sector. As a reminder we continue to express our bullishness via two high-conviction overweight defensive tech sub-sectors, S&P software and S&P tech hardware, storage & peripherals (THSP), and our bearishness via avoiding their early cyclical peers, S&P semis and S&P semi equipment. Avoid Chip Stocks At All Costs While we are neutral the broad tech sector and prefer secular growth defensive tech sub-sectors, we continue to recommend shying away from chip and chip equipment stocks. Chart 13 shows the extreme sensitivity to changes in final demand of chip related stocks versus their defensive tech peers. In more detail, software and THSP indexes are in a secular advance with regard to EPS outperformance, whereas semis and semi equipment profits are hyper-cyclical with mean-reverting relative profit profiles. Granted, the commoditization of semiconductors explains this close correlation with the business cycle. But, as we highlighted last November when we put the semi equipment index on the high-conviction underweight list, extrapolating EPS growth euphoria far into the future was fraught with danger.2 In fact, late-November 2017 marked the peak in semi equipment performance versus the overall IT sector, confirming the early cyclical nature of chip stocks (Chart 14). Chart 13Bifurcated EPS Bifurcated EPS Bifurcated EPS Chart 14Good Times... Good Times… Good Times… Three factors have weighed heavily on this industry's growth prospects and there is no light at the end of the tunnel yet. Bitcoin's (and other cryptocurrencies) collapse is dealing a blow, at the margin, to demand for semi equipment (top panel, Chart 15). Taiwan's financials statement-reported data on IT capex and national data on overall Taiwanese capital outlays corroborates this downbeat demand backdrop (Chart 16). Finally, the drubbing in EM currencies is sapping purchasing power from the consumer and also warns that things will get worse for U.S. semi equipment stocks before they get better (bottom panel, Chart 15). Chart 15...Do Not Last Forever ...Do Not Last Forever ...Do Not Last Forever Chart 16Semi-Heavy Taiwan Emits A Grim Signal Semi-Heavy Taiwan Emits A Grim Signal Semi-Heavy Taiwan Emits A Grim Signal The outlook for their brethren, semi producers, is equally downtrodden. Global semi sales have crested and leading indicators of future semi revenue growth are sending a warning signal. Chinese imports of electronics have come to an abrupt halt, and the U.S. dollar's appreciation is also waving a red flag (second & bottom panels, Chart 17). BCA's calculated global leading economic indicator excluding the U.S. and BCA's calculated global ZEW Indicator of Economic Sentiment excluding the U.S. both herald a steep deceleration in global semi sales (Chart 17). On the pricing power front, using Asian DRAM prices as an industry pricing power gauge, DRAM momentum is on a trajectory to contract some time in Q1/2019. The implication is that semi earnings will surprise to the downside. Still expanding global chip inventories are not providing an offset and also confirm that semi EPS optimism is unwarranted (middle & bottom panels, Chart 18). Finally, another source of demand for chip stocks has reversed, as industry M&A activity has plummeted toward decade lows. Not only is this negative for pricing power, but inflated premia are also now working in reverse especially given this year's QCOM/NXPI and AVGO/QCOM flops (top panel, Chart 18). Our Chip Stock Timing Model (CSTM) does an excellent job encapsulating all these moving parts and is currently in the sell zone (bottom panel, Chart 19). Chart 17Global Semi Sales Trouble... Global Semi Sales Trouble… Global Semi Sales Trouble… Chart 18...Abound ...Abound ...Abound Chart 19Chip Stock Timing Model Says Sell Chip Stock Timing Model Says Sell Chip Stock Timing Model Says Sell Bottom Line: Continue to avoid the S&P semis and S&P semi equipment indexes. The ticker symbols for the stocks in these indexes are: BLBG: S5SECO - INTC, NVDA, QCOM, TXN, AVGO, MU, ADI, AMD, MCHP, XLNX, SWKS, QRVO, and BLBG: S5SEEQ - AMAT, LRCX, KLAC, respectively. Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com 1 https://www.frbsf.org/economic-research/indicators-data/tech-pulse/ 2 Please see BCA U.S. Equity Strategy Weekly Report, "2018 High-Conviction Calls," dated November 27, 2017, available at uses.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor value over growth Favor large over small caps

Highlights In an environment where both interest rates and inflation are low but rising at a time of stretched equity valuations, what can investors do to enhance risk-adjusted portfolio returns? In this report, we investigate the roles of three types of popular instruments in a portfolio context: 1) Floating-Rate Notes, 2) Leveraged Loans and 3) Danish Mortgage Bonds. Floating-rate notes benefit from rising interest rates, but they are not a free lunch. Leveraged loans also benefit from rising interest rates; their very high correlation with high-yield bonds make them a good substitute for a portion of high-yield exposure in a rising-rate environment. Danish mortgage bonds have attracted foreign investors in recent years, but foreign ownership already accounts for about a quarter of the less than half a trillion USD market. Their positive correlation with aggregate bonds and negative correlation with equities in both Japan and the euro area make them a possible substitute for a portion of the bond basket in a balanced portfolio. Feature BCA has upgraded cash to overweight in the current environment, where inflation and interest rates are both low but rising, and equity valuations are stretched.1 For U.S. investors, holding cash is quite attractive as the cash yield is now higher than the equity dividend yield. For investors in the euro area, Switzerland, Sweden, Denmark and Japan, however, holding cash actually is a sure way to eat into portfolio returns, given the negative yields in these countries (Table 1). Table 1Current Yields* (%) Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment Some clients, particularly those in Europe, have asked where to put cash to get higher returns. Unfortunately, it's hard to increase return without assuming additional risk. As shown in Table 1, investors could pick up some yield by putting money in 3-month deposits instead of 3-month Treasury bills, but even 3-month deposit rates are still negative in some European countries. In this report, we investigate the roles of three types of popular instruments in a low but rising rate environment: 1) Floating-Rate Notes (FRNs), 2) Leveraged Loans (LLs) and 3) Danish Mortgage Bonds (DMBs). 1. Floating-Rate Notes An FRN offers coupon payments that float or adjust periodically based on a predetermined benchmark rate. Typical benchmarks in the U.S. are Treasury bills, LIBOR, the prime rate or some other short-term interest rate. Once the benchmark is chosen, the issuer will establish an additional spread that it is willing to pay over the chosen benchmark rate. The spread mainly reflects an issuer's credit quality and the time to maturity of the note. Even though coupon reset frequency can vary between daily, weekly, monthly, quarterly and yearly, the average coupon rate has responded quickly to the fed funds rate, as shown in Chart 1. Issuers can be both government-sponsored enterprises and investment-grade corporations. Before the 2008 Great Financial Crisis, FRNs were mostly issued by corporations. Some of the notes, however, performed badly during the financial crisis, causing a drop in both total issuance and the share of corporate issuance (Chart 2). FRNs can be either callable or non-callable with or without caps and floors, so FRNs carry credit risk - and callable ones also carry call risk. In terms of interest rate risk, it applies mostly to the income received. Chart 1Rising Rate Environment Benefits FRNs Rising Rate Environment Benefits FRNs Rising Rate Environment Benefits FRNs Chart 2Corporate Dominance In FRN Market Corporate Dominance In FRN Market Corporate Dominance In FRN Market Because of the nature of floating rates, FRNs can benefit from rising interest rates and have limited price sensitivity to interest rates. As shown in Chart 3, the Bloomberg/Barclays U.S. Floating-Rate Note index has lower duration than the cash index, as represented by the Bloomberg/Barclays Treasury (<1 year) index, while it offers a nice yield pickup. Since the inception of the index in December 2003 it has, in general, outperformed the cash index. This reward, however, has come at a cost: it does not provide cash-like protection when such protection is needed in times like the Great Financial Crisis and the euro debt crisis in 2011 (Chart 3, panels 3 and 4). This is because the majority of FRNs are offered by corporations that carry credit risk. Consequently, FRNs have higher correlations to high-yield bonds and equities than to the aggregate bond index, as shown in Chart 4. Chart 3FRNs: Not A Free Lunch FRNs: Not A Free Lunch FRNs: Not A Free Lunch Chart 4FRNs: A Lower Risk Alternative To Junk Bonds FRNs: A Lower Risk Alternative To Junk Bonds FRNs: A Lower Risk Alternative To Junk Bonds The ideal time to invest in FRNs is when rates are low and are expected to rise. This is essentially our view on rates now. Instead of thinking of it as a cash alternative with higher risk, however, we recommend clients take the funding from the high-yield bucket, in line with our downgrade of high yield to neutral from overweight, and also our call of reducing portfolio duration. So how to invest in FRNs? According to Bloomberg Barclays, the U.S. FRN market has a market value of US$505.8 billion, which is small compared to the US$1,267.5 billion high-yield bond market. As such, FRNs are relatively less liquid to trade than corporate bonds. Therefore, they are mostly suitable for purchasing and holding to maturity. One can purchase individual floating-rate securities through a broker, or can invest in mutual funds that invest only in FRNs. Also, there are ETFs that only hold FRNs. Table 2 shows some basic information on three dedicated FRN ETFs. Table 2FRN ETFs* Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment 2. Leveraged Loans Leveraged loans, also known as bank loans or senior secured loans, are a type of corporate debt that also have floating coupon rates, which, like the FRNs, adjust to changes in prevailing interest rates and hence benefit from rising rates. These loans tend to be senior to an issuer's traditional corporate bonds, and are collateralized by a pledge of the issuer's assets. However, secured does not mean safe. These loans are private investments which are generally held by funds or large institutional investors. Most of them carry sub-investment-grade ratings and can default. They also tend to be very illiquid to trade, because physical delivery to the buyer is often needed from a seller (by faxing the paperwork, for example). As such, during periods of market volatility, these loans can be subject to significant price declines. Even though bank loans share the same feature of having "floating coupon rates" as FRNs, they are higher risk securities. In the U.S., bank loans have been mostly inferior to FRNs on a risk-adjusted return basis, as their higher return is offset by much higher volatility (Chart 5A). In the euro area, however, these loans have become more favorable than FRNs since the start of 2018 (Chart 5B). Chart 5ALeveraged Loans Vs. FRNs: U.S. Leveraged Loans Vs. FRNs: U.S. Leveraged Loans Vs. FRNs: U.S. Chart 5BLeveraged Loans Vs. FRNs: Euro Area Leveraged Loans Vs. FRNs: Euro Area Leveraged Loans Vs. FRNs: Euro Area Historically, when interest rates have risen, bank loans have outperformed traditional fixed-income securities, and vice versa, because of their floating-rate feature, as shown in Charts 6A and 6B. This positive correlation with rates has been more consistent when the relative performance of bank loans is compared to government bonds and investment-grade corporate bonds. When compared to high-yield bonds, however, the correlation appears weak, as shown in the bottom panels of Charts 6A and 6B. This is not surprising given that these loans share similar "sub-investment grade" credit quality with junk bonds. In fact, as shown in Chart 7, bank loans have a highly positive correlation with junk bonds, yet a mostly negative correlation with the aggregate bond index both in the U.S. and the euro area. Chart 6ALLs Outperform When Rates Rise: U.S. LLs Outperform Whe Rates Rise: U.S. LLs Outperform Whe Rates Rise: U.S. Chart 6BLLs Outperform When Rates Rise: Euro Area LLs Outperform When Rates Rise: Euro Area LLs Outperform When Rates Rise: Euro Area Chart 7Bank Loan Correlations With Traditional Bonds Bank Loan Correlations With Traditional Bonds Bank Loan Correlations With Traditional Bonds This correlation feature has two very interesting implications: a) Adding bank loans to a standard aggregate bond portfolio could add diversification, and b) replacing some high-yield holdings with bank loans could generate a sub-investment grade basket with a better risk/reward profile compared to high-yield alone. Chart 8 and Table 3 show that historically there has existed an "optimal" combination of bank loans and high-yield bonds that somewhat improves the risk-adjusted return of the sub-investment grade basket. It's worth noting, however, that this historically "optimal" combination is subject to data frequency and time period, as is the case for the U.S. where the optimal weight for bank loans has been about 40% from 2002 to the present, but about 80% in the period from 1997 to the present. As such, in addition to thorough credit analysis to evaluate the suitability of bank loans, investors should also consider the variable nature of correlation when considering replacing part of their high-yield bond exposure with bank loans. Chart 8Junk Bonds - Leverage Loans Basket Profiles Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment Table 3Risk Return Profiles Of Sub-Investment Grade Baskets Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment 3. Danish Mortgage Bonds A Danish mortgage bond (DMB) is essentially a loan to a borrower who has taken out a mortgage on his or her home. Mortgage bonds are issued by mortgage credit institutions which often have high credit ratings. Some DMBs have fixed rates, while others have floating rates with a minimum of zero percent. Some of these bonds can also be callable, often at par (100). With a solid history of over 200 years, the DMB market has survived numerous occasions of economic and political turmoil, including the bankruptcy of the Kingdom of Denmark in 1813, the Great Depression of the 1930s and the Great Financial Crisis and ensuing recession in 2008. Over its entire history, every single issued bond has been repaid in full to investors, in large part due to the strong legislative framework that protects the bond investors (see Appendix 1). As of the end of July 2018, the DMB market consisted of kr. 2.672 trillion of AAA-rated covered bonds. Once largely dominated by local pensions and insurance companies, the DMB market has seen increasing interest from foreign investors in recent years. According to data from the Danish central bank, foreign ownership of fixed rate mortgage bonds stood at kr. 295 billion (29%) in July 2018 compared to kr. 154 billion (18%) in January 2016 (Chart 9). In terms of total holdings of all mortgage bonds (fixed rate, variable rate and bonds backing interest adjustment loans), foreigners held kr. 614 billion (23%), an increase of kr. 27 billion compared to the beginning of 2016. Japanese investors, who have suffered many years of extremely low yields domestically, have been quite active in the DMB market. According to data from the Bank of Japan, Japanese investors purchased some kr. 50 billion of long-term Danish non-government bonds in the period from 2016 to June 2018.3 In June 2018, Nykredit, the largest Danish mortgage bank with a market share of about 40%, even created a DMB index hedged to yen using one-month forward rates due to popular demand and corresponding requests from Japanese investors. As shown in Chart 10, since 2009, the DMB index hedged to yen has outperformed both JGBs and Japanese corporate bonds. Chart 9Foreign Ownership of Danish Fixed Rate Mortgage Bonds* Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment Chart 10DMBs For Japanese Investors DMBs For Japanese Investors DMBs For Japanese Investors Even though interest rates in the U.S. are much higher than those in the euro area, investing in the U.S. after hedging the currency is not really attractive for euro investors. For example, U.S. bank loans have outperformed European bank loans in local currency terms; after being hedged into euro, however, the yield advantage disappears. In terms of government bonds, euro investors really have no incentive to invest in U.S. Treasurys, hedged or unhedged (Chart 11). Given the Danish krone's peg to the euro, it is natural for euro investors to look at the DMB market. Chart 12 shows that DMBs have indeed outperformed both government and corporate bonds in the euro area when 3-month deposit rate turns negative. During the 2008 financial crisis, DMBs also outperformed euro area corporate bonds. However, they did underperform both euro area corporate and government bonds when the European Central Bank started buying bonds after the euro debt crisis. So, how would the exposure of DMBs impact a portfolio's risk/return profile? We have two interesting observations from Chart 13: Chart 11Rate Advantage Vs. Currency Risk Rate Advantage Vs. Currency Risk Rate Advantage Vs. Currency Risk Chart 12DMBs For Euro Investors DMBs For Euro Investors DMBs For Euro Investors Chart 13DMBs As A Domestic Bond Substitute? DMBs As A Domestic Bond Substitute? DMBs As A Domestic Bond Substitute? In Japan, hedged DMBs have a very low correlation with equities, corporate bonds and JGBs, even though the correlation with equities has generally been negative, and with bonds generally positive. In the euro area, DMBs have a negative correlation with equities, but a highly positive correlation with both government and corporate bonds. And the correlation to government bonds is quite similar to that of corporate bonds. Therefore, in theory, replacing part of a standard bond portfolio with DMBs could improve a balanced portfolio's risk/return profile for both Japanese and euro area investors. Table 4 shows the risk/return profiles of hypothetical 60/40 standard domestic equity/bond portfolios for Japan and euro area that have a certain percentage of domestic bonds replaced with Danish mortgage bonds: for Japan, the DMBs are hedged to yen, and for the euro area they are unhedged but converted into euros. Table 460/40 Equity/Bond Portfolio Profile with DMB Exposures Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment As expected, for Japan, substituting domestic aggregate bonds with hedged DMBs increases portfolio return more than volatility, thereby improving risk/adjusted returns. For the euro area, however, the story is not straightforward. Over a longer time frame, DMBs have not been a good substitute for euro area aggregate bonds. Since the 3-month euro rate turned negative in June 2015, however, DMBs have largely improved a balanced portfolio's risk/return profile. It is also worth noting that, unlike Japanese investors who benefit from a positive hedging gain since the Danish three-month rate has been lower than Japan's since 2015, euro area investors do not have such a benefit. Also, even though the DMB market is the largest covered bond market in the world, its market size is less than half a trillion USD. Given the fact that foreign investors already account for about a quarter of the market, it is not clear how euro area investors can significantly deploy more capital to enhance portfolio returns. Xiaoli Tang, Associate Vice President xiaoliT@bcaresearch.com Appendix 1: The Danish Mortgage Act4 Danish mortgage bonds are issued under the Danish Mortgage Act. Two key features of the Act protect investors in DMBs. First, the central element in the Danish Mortgage Act is the "balancing principle." This principle requires that there is a match between the inflows and outflows of a mortgage-issuing bank, and limits the amount of risk (interest rate, FX, volatility and liquidity) that a Danish mortgage bank can undertake. In addition, Danish mortgage banks must meet minimum capital requirements of 8% of risk-weighted assets. Second, the "Danish title number and land registration systems and efficient compulsory sale procedure" ensures well-defined property rights through a general register of all properties in Denmark. Ownership and encumbrances on individual properties are easily identified, and that information is available to the public. If a borrower defaults on a payment, the mortgage bank can take over the property and the compulsory sale procedure ensures that a mortgage bank can sell the property in the real estate market or through a forced sale. The period from default to a forced sale to be completed can be as short as six months. 1 Please see Global Investment Strategy Special Report entitled, "Three Policy Puts Go Kaput: Downgrade Global Equities To Neutral," dated June 20, 2018. 2 Please see "Fixed Rate Mortgage Bonds Are Attractive For Foreigners," Portfolio Investment, Danmarks Nationalbank, dated August 28, 2018. 3 Please see "Fixed Rate Mortgage Bonds Are Attractive For Foreigners," Portfolio Investment, Danmarks Nationalbank, dated August 28, 2018. 4 Please see "Danish Covered Bond Handbook," Danske Bank, dated September 15, 2017.

Dear Client, I am travelling in Europe this week visiting clients. Instead of our Weekly Report, we are sending you a Special Report written by my colleague Xiaoli Tang of BCA's Global Asset Allocation. The report examines three types of instruments investors can look to in order to enhance risk-adjusted portfolio returns at a time when interest rates and inflation are low but rising: floating-rate notes, leveraged loans and Danish mortgage bonds. I trust you will find it informative. Best regards, Peter Berezin, Chief Global Strategist Highlights In an environment where both interest rates and inflation are low but rising at a time of stretched equity valuations, what can investors do to enhance risk-adjusted portfolio returns? In this report, we investigate the roles of three types of popular instruments in a portfolio context: 1) Floating-Rate Notes, 2) Leveraged Loans and 3) Danish Mortgage Bonds. Floating-rate notes benefit from rising interest rates, but they are not a free lunch. Leveraged loans also benefit from rising interest rates; their very high correlation with high-yield bonds make them a good substitute for a portion of high-yield exposure in a rising-rate environment. Danish mortgage bonds have attracted foreign investors in recent years, but foreign ownership already accounts for about a quarter of the less than half a trillion USD market. Their positive correlation with aggregate bonds and negative correlation with equities in both Japan and the euro area make them a possible substitute for a portion of the bond basket in a balanced portfolio. Feature BCA has upgraded cash to overweight in the current environment, where inflation and interest rates are both low but rising, and equity valuations are stretched.1 For U.S. investors, holding cash is quite attractive as the cash yield is now higher than the equity dividend yield. For investors in the euro area, Switzerland, Sweden, Denmark and Japan, however, holding cash actually is a sure way to eat into portfolio returns, given the negative yields in these countries (Table 1). Table 1Current Yields* (%) Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment Some clients, particularly those in Europe, have asked where to put cash to get higher returns. Unfortunately, it's hard to increase return without assuming additional risk. As shown in Table 1, investors could pick up some yield by putting money in 3-month deposits instead of 3-month Treasury bills, but even 3-month deposit rates are still negative in some European countries. In this report, we investigate the roles of three types of popular instruments in a low but rising rate environment: 1) Floating-Rate Notes (FRNs), 2) Leveraged Loans (LLs) and 3) Danish Mortgage Bonds (DMBs). 1. Floating-Rate Notes An FRN offers coupon payments that float or adjust periodically based on a predetermined benchmark rate. Typical benchmarks in the U.S. are Treasury bills, LIBOR, the prime rate or some other short-term interest rate. Once the benchmark is chosen, the issuer will establish an additional spread that it is willing to pay over the chosen benchmark rate. The spread mainly reflects an issuer's credit quality and the time to maturity of the note. Even though coupon reset frequency can vary between daily, weekly, monthly, quarterly and yearly, the average coupon rate has responded quickly to the fed funds rate, as shown in Chart 1. Issuers can be both government-sponsored enterprises and investment-grade corporations. Before the 2008 Great Financial Crisis, FRNs were mostly issued by corporations. Some of the notes, however, performed badly during the financial crisis, causing a drop in both total issuance and the share of corporate issuance (Chart 2). FRNs can be either callable or non-callable with or without caps and floors, so FRNs carry credit risk - and callable ones also carry call risk. In terms of interest rate risk, it applies mostly to the income received. Chart 1Rising Rate Environment Benefits FRNs Rising Rate Environment Benefits FRNs Rising Rate Environment Benefits FRNs Chart 2Corporate Dominance In FRN Market Corporate Dominance In FRN Market Corporate Dominance In FRN Market Because of the nature of floating rates, FRNs can benefit from rising interest rates and have limited price sensitivity to interest rates. As shown in Chart 3, the Bloomberg/Barclays U.S. Floating-Rate Note index has lower duration than the cash index, as represented by the Bloomberg/Barclays Treasury (<1 year) index, while it offers a nice yield pickup. Since the inception of the index in December 2003 it has, in general, outperformed the cash index. This reward, however, has come at a cost: it does not provide cash-like protection when such protection is needed in times like the Great Financial Crisis and the euro debt crisis in 2011 (Chart 3, panels 3 and 4). This is because the majority of FRNs are offered by corporations that carry credit risk. Consequently, FRNs have higher correlations to high-yield bonds and equities than to the aggregate bond index, as shown in Chart 4. Chart 3FRNs: Not A Free Lunch FRNs: Not A Free Lunch FRNs: Not A Free Lunch Chart 4FRNs: A Lower Risk Alternative To Junk Bonds FRNs: A Lower Risk Alternative To Junk Bonds FRNs: A Lower Risk Alternative To Junk Bonds The ideal time to invest in FRNs is when rates are low and are expected to rise. This is essentially our view on rates now. Instead of thinking of it as a cash alternative with higher risk, however, we recommend clients take the funding from the high-yield bucket, in line with our downgrade of high yield to neutral from overweight, and also our call of reducing portfolio duration. So how to invest in FRNs? According to Bloomberg Barclays, the U.S. FRN market has a market value of US$505.8 billion, which is small compared to the US$1,267.5 billion high-yield bond market. As such, FRNs are relatively less liquid to trade than corporate bonds. Therefore, they are mostly suitable for purchasing and holding to maturity. One can purchase individual floating-rate securities through a broker, or can invest in mutual funds that invest only in FRNs. Also, there are ETFs that only hold FRNs. Table 2 shows some basic information on three dedicated FRN ETFs. Table 2FRN ETFs* Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment 2. Leveraged Loans Leveraged loans, also known as bank loans or senior secured loans, are a type of corporate debt that also have floating coupon rates, which, like the FRNs, adjust to changes in prevailing interest rates and hence benefit from rising rates. These loans tend to be senior to an issuer's traditional corporate bonds, and are collateralized by a pledge of the issuer's assets. However, secured does not mean safe. These loans are private investments which are generally held by funds or large institutional investors. Most of them carry sub-investment-grade ratings and can default. They also tend to be very illiquid to trade, because physical delivery to the buyer is often needed from a seller (by faxing the paperwork, for example). As such, during periods of market volatility, these loans can be subject to significant price declines. Even though bank loans share the same feature of having "floating coupon rates" as FRNs, they are higher risk securities. In the U.S., bank loans have been mostly inferior to FRNs on a risk-adjusted return basis, as their higher return is offset by much higher volatility (Chart 5A). In the euro area, however, these loans have become more favorable than FRNs since the start of 2018 (Chart 5B). Chart 5ALeveraged Loans Vs. FRNs: U.S. Leveraged Loans Vs. FRNs: U.S. Leveraged Loans Vs. FRNs: U.S. Chart 5BLeveraged Loans Vs. FRNs: Euro Area Leveraged Loans Vs. FRNs: Euro Area Leveraged Loans Vs. FRNs: Euro Area Historically, when interest rates have risen, bank loans have outperformed traditional fixed-income securities, and vice versa, because of their floating-rate feature, as shown in Charts 6A and 6B. This positive correlation with rates has been more consistent when the relative performance of bank loans is compared to government bonds and investment-grade corporate bonds. When compared to high-yield bonds, however, the correlation appears weak, as shown in the bottom panels of Charts 6A and 6B. This is not surprising given that these loans share similar "sub-investment grade" credit quality with junk bonds. In fact, as shown in Chart 7, bank loans have a highly positive correlation with junk bonds, yet a mostly negative correlation with the aggregate bond index both in the U.S. and the euro area. Chart 6ALLs Outperform When Rates Rise: U.S. LLs Outperform Whe Rates Rise: U.S. LLs Outperform Whe Rates Rise: U.S. Chart 6BLLs Outperform When Rates Rise: Euro Area LLs Outperform When Rates Rise: Euro Area LLs Outperform When Rates Rise: Euro Area Chart 7Bank Loan Correlations With Traditional Bonds Bank Loan Correlations With Traditional Bonds Bank Loan Correlations With Traditional Bonds This correlation feature has two very interesting implications: a) Adding bank loans to a standard aggregate bond portfolio could add diversification, and b) replacing some high-yield holdings with bank loans could generate a sub-investment grade basket with a better risk/reward profile compared to high-yield alone. Chart 8 and Table 3 show that historically there has existed an "optimal" combination of bank loans and high-yield bonds that somewhat improves the risk-adjusted return of the sub-investment grade basket. It's worth noting, however, that this historically "optimal" combination is subject to data frequency and time period, as is the case for the U.S. where the optimal weight for bank loans has been about 40% from 2002 to the present, but about 80% in the period from 1997 to the present. As such, in addition to thorough credit analysis to evaluate the suitability of bank loans, investors should also consider the variable nature of correlation when considering replacing part of their high-yield bond exposure with bank loans. Chart 8Junk Bonds - Leverage Loans Basket Profiles Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment Table 3Risk Return Profiles Of Sub-Investment Grade Baskets Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment 3. Danish Mortgage Bonds A Danish mortgage bond (DMB) is essentially a loan to a borrower who has taken out a mortgage on his or her home. Mortgage bonds are issued by mortgage credit institutions which often have high credit ratings. Some DMBs have fixed rates, while others have floating rates with a minimum of zero percent. Some of these bonds can also be callable, often at par (100). With a solid history of over 200 years, the DMB market has survived numerous occasions of economic and political turmoil, including the bankruptcy of the Kingdom of Denmark in 1813, the Great Depression of the 1930s and the Great Financial Crisis and ensuing recession in 2008. Over its entire history, every single issued bond has been repaid in full to investors, in large part due to the strong legislative framework that protects the bond investors (see Appendix 1). As of the end of July 2018, the DMB market consisted of kr. 2.672 trillion of AAA-rated covered bonds. Once largely dominated by local pensions and insurance companies, the DMB market has seen increasing interest from foreign investors in recent years. According to data from the Danish central bank, foreign ownership of fixed rate mortgage bonds stood at kr. 295 billion (29%) in July 2018 compared to kr. 154 billion (18%) in January 2016 (Chart 9). In terms of total holdings of all mortgage bonds (fixed rate, variable rate and bonds backing interest adjustment loans), foreigners held kr. 614 billion (23%), an increase of kr. 27 billion compared to the beginning of 2016. Japanese investors, who have suffered many years of extremely low yields domestically, have been quite active in the DMB market. According to data from the Bank of Japan, Japanese investors purchased some kr. 50 billion of long-term Danish non-government bonds in the period from 2016 to June 2018.3 In June 2018, Nykredit, the largest Danish mortgage bank with a market share of about 40%, even created a DMB index hedged to yen using one-month forward rates due to popular demand and corresponding requests from Japanese investors. As shown in Chart 10, since 2009, the DMB index hedged to yen has outperformed both JGBs and Japanese corporate bonds. Chart 9Foreign Ownership of Danish Fixed Rate Mortgage Bonds* Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment Chart 10DMBs For Japanese Investors DMBs For Japanese Investors DMBs For Japanese Investors Even though interest rates in the U.S. are much higher than those in the euro area, investing in the U.S. after hedging the currency is not really attractive for euro investors. For example, U.S. bank loans have outperformed European bank loans in local currency terms; after being hedged into euro, however, the yield advantage disappears. In terms of government bonds, euro investors really have no incentive to invest in U.S. Treasurys, hedged or unhedged (Chart 11). Given the Danish krone's peg to the euro, it is natural for euro investors to look at the DMB market. Chart 12 shows that DMBs have indeed outperformed both government and corporate bonds in the euro area when 3-month deposit rate turns negative. During the 2008 financial crisis, DMBs also outperformed euro area corporate bonds. However, they did underperform both euro area corporate and government bonds when the European Central Bank started buying bonds after the euro debt crisis. So, how would the exposure of DMBs impact a portfolio's risk/return profile? We have two interesting observations from Chart 13: Chart 11Rate Advantage Vs. Currency Risk Rate Advantage Vs. Currency Risk Rate Advantage Vs. Currency Risk Chart 12DMBs For Euro Investors DMBs For Euro Investors DMBs For Euro Investors Chart 13DMBs As A Domestic Bond Substitute? DMBs As A Domestic Bond Substitute? DMBs As A Domestic Bond Substitute? In Japan, hedged DMBs have a very low correlation with equities, corporate bonds and JGBs, even though the correlation with equities has generally been negative, and with bonds generally positive. In the euro area, DMBs have a negative correlation with equities, but a highly positive correlation with both government and corporate bonds. And the correlation to government bonds is quite similar to that of corporate bonds. Therefore, in theory, replacing part of a standard bond portfolio with DMBs could improve a balanced portfolio's risk/return profile for both Japanese and euro area investors. Table 4 shows the risk/return profiles of hypothetical 60/40 standard domestic equity/bond portfolios for Japan and euro area that have a certain percentage of domestic bonds replaced with Danish mortgage bonds: for Japan, the DMBs are hedged to yen, and for the euro area they are unhedged but converted into euros. Table 460/40 Equity/Bond Portfolio Profile with DMB Exposures Searching For Yield In A Low-Return Environment Searching For Yield In A Low-Return Environment As expected, for Japan, substituting domestic aggregate bonds with hedged DMBs increases portfolio return more than volatility, thereby improving risk/adjusted returns. For the euro area, however, the story is not straightforward. Over a longer time frame, DMBs have not been a good substitute for euro area aggregate bonds. Since the 3-month euro rate turned negative in June 2015, however, DMBs have largely improved a balanced portfolio's risk/return profile. It is also worth noting that, unlike Japanese investors who benefit from a positive hedging gain since the Danish three-month rate has been lower than Japan's since 2015, euro area investors do not have such a benefit. Also, even though the DMB market is the largest covered bond market in the world, its market size is less than half a trillion USD. Given the fact that foreign investors already account for about a quarter of the market, it is not clear how euro area investors can significantly deploy more capital to enhance portfolio returns. Xiaoli Tang, Associate Vice President xiaoliT@bcaresearch.com Appendix 1: The Danish Mortgage Act4 Danish mortgage bonds are issued under the Danish Mortgage Act. Two key features of the Act protect investors in DMBs. First, the central element in the Danish Mortgage Act is the "balancing principle." This principle requires that there is a match between the inflows and outflows of a mortgage-issuing bank, and limits the amount of risk (interest rate, FX, volatility and liquidity) that a Danish mortgage bank can undertake. In addition, Danish mortgage banks must meet minimum capital requirements of 8% of risk-weighted assets. Second, the "Danish title number and land registration systems and efficient compulsory sale procedure" ensures well-defined property rights through a general register of all properties in Denmark. Ownership and encumbrances on individual properties are easily identified, and that information is available to the public. If a borrower defaults on a payment, the mortgage bank can take over the property and the compulsory sale procedure ensures that a mortgage bank can sell the property in the real estate market or through a forced sale. The period from default to a forced sale to be completed can be as short as six months. 1 Please see Global Investment Strategy Special Report entitled, "Three Policy Puts Go Kaput: Downgrade Global Equities To Neutral," dated June 20, 2018. 2 Please see "Fixed Rate Mortgage Bonds Are Attractive For Foreigners," Portfolio Investment, Danmarks Nationalbank, dated August 28, 2018. 3 Please see "Fixed Rate Mortgage Bonds Are Attractive For Foreigners," Portfolio Investment, Danmarks Nationalbank, dated August 28, 2018. 4 Please see "Danish Covered Bond Handbook," Danske Bank, dated September 15, 2017. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Highlights Oil markets and U.S. monetary policy are tightening coincidentally. This confluence of events in the past typically presages an equity correction and recession in the U.S. in the following 6 to 18 months (Chart of the Week). EM economies also could weaken as Fed policy collides with the oil-price spike we expect in the wake of a supply shock. In spite of continuing pressure from the Fed's policy-rate normalization policy, we continue to favor gold as a portfolio hedge (see below). Energy: Overweight. Russia's energy minister Alexander Novak expressed his determination to cooperate with OPEC to evolve the current production cut and emphasized his willingness to maintain a stable market, as reported by Platts on Tuesday.1 Base Metals: Neutral. Alcoa workers at Western Australian alumina and bauxite facilities voted to extend a strike initiated on August 8. Precious Metals: Neutral. The odds of sharply higher oil prices colliding with rising U.S. interest rates are increasing as the year winds down. Gold will outperform equities in this environment. Ags/Softs: Underweight. Brazilian farmers are lobbying Chinese consumers and Argentine suppliers to establish a futures contract tailored for delivery of soybeans from Latin America to China.2 Feature Oil markets continue to tighten, as the now fully discounted loss of ~ 2mm b/d of Iranian and Venezuelan exports is compounded by additional supply-side concerns in Iraq and Libya, and razor-thin OPEC spare capacity. Global demand remains robust. Against this backdrop, it is hardly surprising the energy ministers of the Kingdom of Saudi Arabia (KSA) and Russia are huddling with the U.S. Energy Secretary this week to discuss oil markets in separate meetings on opposite sides of the globe.3 The risk an oil-supply shock collides with tightening monetary conditions in the U.S. is rising, as the Fed continues its rates-normalization policy. This potent confluence of risks, which could push Brent prices above $120/bbl, raises the odds of a sharp correction in U.S. equities (Chart of the Week). It also could pull the recession we expect in 2020 into 2019. This is a risk assessment, not our baseline scenario. While the odds of an oil-price spike accompanied by higher interest rates are increasing, we are not changing our view of oil or gold markets: We expect Brent crude to average $70/bbl in 2H18 and $80/bbl in 2019. We also remain long gold as a portfolio hedge against higher inflation this year and next, and expect the Fed to stay the course on its rates-normalization policy.4 Chart of the WeekOil Price Spikes + Rising U.S. Interest Rates Typically Presage S&P 500 Sell-Off Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge That said, gold will remain one of the best indicators of how markets assess the Fed's willingness to lean into its rates policy: If prices weaken further, it will signal markets are pricing in continued tightness in U.S. monetary policy. Any weakness resulting from this expectation will be an opportunity to get long (or longer) gold as a portfolio hedge, particularly if oil markets tighten as we expect. Energy Ministers Meet As Oil Markets Tighten KSA's minister, Khalid al-Falih, and U.S. Energy Secretary Rick Perry met in Washington this past Monday, and Perry is due to travel to Moscow for a scheduled visit today. The increasing likelihood of 2mm b/d of exports being lost to U.S. sanctions against Iran later this year, and the imminent collapse of Venezuela, provides the context for these meetings. Platts Analytics estimates as much as 1.4mm b/d of Iranian exports could be lost to the market by the time U.S. sanctions against that country kick in in November. In our base case, we expect a loss of 1mm b/d, which keeps the global market in a physical deficit next year (Chart 2). Total OPEC production in August is estimated by Platts at 32.9mm b/d, a 10-month high, with output in Iraq surging to 4.7mm b/d and to 940k b/d in Libya.5 That Iraqi and Libyan production surge is increasingly at risk, however. In addition to the fully discounted Iranian and Venezuelan risk, we expect American, Saudi and Russian ministers also will discuss the growing risk to Iraq's and Libya's production, and its implications for global supply.6 Civil unrest in these states raises the risk of additional unplanned outages over the near term just as output is recovering.7 Concerns over razor-thin OPEC spare capacity - equal to ~ 1.5% to 2.0% of global demand - and continued strong global consumption likely number among their concerns, as well. In our view, these factors strongly suggest the oil market is setting up for a supply shock that could lift prices above $120/bbl (Chart 3). Chart 2Physical Deficits Could Widen Physical Deficits Could Widen Physical Deficits Could Widen Chart 3High-Price Scenarios Becoming More Likely High-Price Scenarios Becoming More Likely High-Price Scenarios Becoming More Likely Fed Policy Could Collide With Oil Price Spike With the U.S. economy at or very near full capacity, unemployment below 4%, and inflation and inflation expectations ticking higher, we believe the Fed will remain focused on its rates-normalization policy. This increases the risk an oil-supply shock collides with tightening monetary conditions in the U.S. is rising. If the Fed looks through the oil-price spike we expect in the next 6 to 12 months - treating it as a transitory event - its rates-normalization policy will become problematic for the U.S. and global economies. Such a reading by the Fed would be a policy error, in our estimation. As shown in the Chart of the Week, an oil-supply shock accompanied by continued Fed tightening raises the risk of a sharp correction in U.S. equity markets, and perhaps could trigger a bear market. In addition, the recession we expect later in 2020 could be pulled into 2019. As shown in Table 1, 10 out of the 11 recessions in the U.S. since 1945 were preceded by spikes in oil prices. Not every rise in oil prices was accompanied by a recession. In other words, recessions in the U.S. are usually preceded by spikes in oil prices, but not all spikes in oil prices are followed by recessions. This is important, as it implies that forecasting a recession based solely on rises in oil prices can sometimes misfire. Table 1History Of Oil Supply Shocks Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge On the other hand, an oil-price shock combined with a rate-tightening cycle presents a more reliable recession signal. In fact, since 1970, every time the Fed-funds rate rose by more than ~200bps and oil prices rose by more than 50%, the U.S. business cycle peaked in the following 6-18 months.8 EM Growth Threatened, As Well As the Fed proceeds with its policy-rate normalization, the broad trade-weighted USD (USD TWIB) will strengthen. A sharp increase in oil prices accompanied by continued strength in the USD TWIB will redound to the detriment of EM economies, reducing demand for commodities generally, as the local currency costs of all USD-denominated goods increases. The confluence of these factors - should they materialize - would reduce EM income growth - perhaps even cause a contraction - and would produce a medium-term deflationary impulse, along with a rush to U.S. treasuries and other safe-haven assets. This would lower U.S. interest rates, all else equal, forcing the Fed to put its rates-normalization policy on hold, and possibly reverse it.9 Favor Gold, If Oil Spikes And Rates Rise In sum, the U.S. economy is at or very near full capacity, which will keep the Fed focused on its rates-normalization process. This will likely cause the Fed to treat the oil-price spike we expect on the back of a supply-side shock over the next 6 - 12 months as transitory. The Fed won't view it as a true inflationary threat, and will continue with its rates policy, as its core inflation gauge - the U.S. PCEPI ex food and energy - continues to move higher. Over the short run, this would look like U.S. real rates are falling, boosting the appeal of gold. However, the oil-price spike plus a maintained bias by the Fed to continue raising policy rates will lift the USD TWIB, even as oil prices remain high. This will be a double-whammy to EM economies - the absolute price of oil in USD will rise significantly, even as a stronger USD raises the cost of all other dollar-denominated goods and services. This will reduce disposable income and lower aggregate demand in EM economies. Should the Fed misread the oil-price spike in a rising interest-rate environment, we believe holding gold in a diversified portfolio continues to make sense. Gold outperforms in rising inflation environments, and when demand for safe-havens increases. In addition, gold outperforms equities in periods of declining stock markets (Chart 4). This convexity on the upside and downside is one of gold's strongest attributes. Bottom Line: Given the continued pressure on gold from the Fed's rates-normalization policy, the yellow metal will remain an inexpensive portfolio hedge. Gold prices are currently below or close to their long-term average when expressed in terms of the S&P 500 or oil units (Chart 5). Hence, diverting limited amount from equity to gold is recommended on a risk-adjusted basis. Chart 4Gold V. S&P 500 Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge Chart 5Gold Is Relatively Cheap Gold Is Relatively Cheap Gold Is Relatively Cheap Robert P. Ryan, Senior Vice President Commodity & Energy Strategy rryan@bcaresearch.com Hugo Bélanger, Senior Analyst Commodity & Energy Strategy HugoB@bcaresearch.com 1 Please see "Russian energy minister Novak sees broader OPEC, Russia, allies cooperation charter 'expedient' from Jan 1, 2019" published by SP Platts Global on September 11, 2018. 2 Please see "Brazil Farmers Vie For Soy Contract During U.S. - China Trade War," published by reuters.com on September 10, 2018. 3 Please see "U.S. and Saudi energy ministers to meet in Washington: DOE," and "Russia's Novak to meet with U.S. counterpart Perry, discuss oil markets," both published by reuters.com on September 10, 2018. 4 Our view is aligned with BCA's U.S. Bond Strategy, which can be found in "The Powell Doctrine Emerges" published September 4, 2018. It is available at usbs.bcaresearch.com. 5 Please see "OPEC crude oil production rises to 32.89 mil b/d in Aug as cuts unwind: Platts survey" published by SP Platts Global September 6, 2018. Noteworthy in the Platts analysis is the KSA increase to 10.5mm b/d. NB: We will be updating our balances next week. See also "U.S. warns Iran it will respond to attacks by Tehran allies in Iraq" published by reuters.com on September 11, 2018. 6 Rising secular tensions in Iraq - particularly vis-à-vis Iran's role in that state - could threaten production and exports there, as we discussed in the Special Report we published last week, in concert with BCA's Geopolitical Strategy. Please see "Iraq: The Fulcrum Of Middle East Geopolitics And Global Oil Supply" published September 5, 2018, and "Iraq Is The Prize In U.S. - Iran Sanctions Conflict" published June 7, 2018. Both are available at ces.bcaresearch.com. 7 Civil order in Libya is collapsing. The Islamic State is increasing the tempo of its operations in and around Libya; forces loyal to the late dictator late Muammar Qaddafi staged a mass escape from a Tripoli prison earlier this month; and local militia are threatening to extend the Libyan unrest into neighboring states. Please see "Libya's Haftar threatens to 'spread war' to Algeria" reported by Arab News September 11, 2018; "Masked gunmen attack Libyan oil corporation HQ in Tripoli," published by The Guardian September 10, 2018; and "Hundreds escape in jailbreak near Libyan capital" published by The National in the UAE September 3, 2018. 8 These effects are not constant or fixed. Each period has its own specificities implying a range around the rate hike and oil-prices spike necessary to disrupt the economy. 9 Please see BCA Commodity & Energy Strategy Weekly Report, "Trade, Dollars, Oil & Metals ... Assessing Downside Risk" published August 23, 2018, available at ces.bcaresearch.com. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge Trades Closed in 2018 Summary of Trades Closed in 2017 Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge Oil-Supply Shock, Rising U.S. Rates Favor Gold As A Portfolio Hedge

Highlights U.S. Treasuries: EM market declines have, so far, shown no signs of impacting U.S. economic growth. The underlying acceleration of U.S. growth and inflation in the face of the EM turmoil suggests that bond investors should remain strategically underweight U.S. Treasuries with a below-benchmark duration stance. EM Contagion: The current EM turmoil has not yet spilled over into U.S. financial markets, as occurred during the 2013 and 2014/2015 EM selloffs, because the U.S. economy is in a much stronger position now. It will take a bigger tightening of U.S. financial conditions, likely through higher U.S. interest rates and a larger increase in the U.S. dollar, before U.S. risk assets suffer the type of decline that could trigger a pause in the Fed rate hike cycle. Feature Chart of the WeekBond Yields Following Inflation & QT, Not EM Bond Yields Following Inflation & QT, Not EM Bond Yields Following Inflation & QT, Not EM Have investors become too complacent? The selloff in emerging market (EM) assets is intensifying. The White House is threatening to slap tariffs on virtually all Chinese imports in the U.S. Accelerating wage and price inflation in the U.S. is keeping Fed rate hikes in play. The divergence between the strong U.S. economy and the rest of the world is growing wider, keeping the U.S. dollar elevated. Yet despite all that, non-EM markets show a surprising lack of concern over the EM volatility. U.S. equity indices remain close to all-time highs, while corporate bond spreads in the major developed markets are generally stable. Government bond yields remain well above levels implied by measures of economic sentiment like the global ZEW expectations index (Chart of the Week). For yields, the big issue remains, as always, the outlook for inflation and monetary policy. On that note, yields are being supported by inflation expectations, which have been boosted by faster realized inflation, tight labor markets and high oil prices. These trends are most pronounced in the U.S., where the Fed is not only hiking rates but also slowly reducing the size of its swollen balance sheet. This comes on top of the diminished pace of asset purchases by the European Central Bank (ECB) and Bank of Japan (BoJ), with the former still on track to end its net new buying of bonds at the end of the year. Against that backdrop of rising inflation and tightening global liquidity conditions, it is incorrect to solely make comparisons between today and the most recent period of EM weakness in 2014/15 that eventually spilled back violently into non-EM markets and caused the Fed to pause after only its first post-QE rate hike. The current backdrop also has similarities to the 2013 "Taper Tantrum", when the Fed surprised the markets by signaling that it was considering ending QE, triggering a spike in Treasury yields and a selloff in global risk assets. Chart 2China Remains The Key To Global Growth China Remains The Key To Global Growth China Remains The Key To Global Growth Then, global growth was accelerating and inflation expectations were at levels consistent with policymaker targets in the U.S. and Europe, yet central bank liquidity was slowing rapidly (mostly due to a contracting ECB balance sheet at a time when the Fed's balance sheet growth had already slowed). EM markets sold off alongside the rapid rise in U.S. Treasury yields during the Taper Tantrum. Yet with global growth accelerating and the U.S. dollar staying relatively stable, the EM selloff ended when the Fed delayed the start of the taper into 2014, providing a monetary boost to a global economy that did not need it. Today, realized inflation is even faster and central bank liquidity is again slowing rapidly. Yet market-based inflation expectations are still a bit below central bank targets, while non-U.S. growth expectations are slowing. Worries about the impact on the world economy from the brewing U.S.-China trade war are clearly weighing on the latter. The wild card will be how China responds to the tariff threat through policy stimulus. Already, China's policymakers have allowed some depreciation of the renminbi, along with some modest easing of monetary and fiscal policies, to counteract the growth threat from the Trump tariffs. BCA's China experts do not expect anything close to the massive 2015/16 package of fiscal/monetary stimulus, given the stated goal of President Xi Jinping to crack down on systemic financial risk.1 Yet the most recent figures on Chinese import growth, and higher-frequency data incorporated in the Li Keqiang index, are showing some reacceleration after the 2017 slowdown (Chart 2). At the same time, the most recent data point on the OECD's global leading economic indicator is potentially stabilizing (middle panel). A continuation of these trends could help reverse the cooling of non-U.S. growth seen so far in 2018 (bottom panel). Given all the uncertainties surrounding the U.S.-China trade battle, EM volatility and Chinese growth - at a time when global QE has turned into "QT", or "quantitative tightening", with an associated reduction in global capital flows - we continue to recommend only a neutral stance on global spread product, favoring U.S. corporates vs non-U.S. equivalents (especially avoiding EM credit). We also are maintaining our strategic recommended underweight stance on overall developed market duration, but favoring countries where monetary tightening will be more difficult to deliver (overweight U.K., Japan and Australia versus underweight U.S., euro area and Canada). A Quick Update On U.S. Treasuries: Stay Defensive Chart 3Stronger U.S. Growth = UST Underperformance Stronger U.S. Growth = UST Underperformance Stronger U.S. Growth = UST Underperformance The main U.S. data releases last week, the ISM surveys and the Payrolls report for August, came as a big surprise for the U.S. Treasury market. The headline ISM Manufacturing index hit a 17-year high of 61, led by increases in both the growth and inflation sub-components of the index (Chart 3), while the U.S. economy added another 200k jobs. The big shock came from the wage data in the Payrolls report, with Average Hourly Earnings rising by 0.4% in August, pushing the year-over-year growth rate to 2.9%, the highest since 2009. The Treasury market responded to data as expected, with the 10-year yield rising back to 2.94%. One of our favorite chart relationships shows the ISM Manufacturing index as a leading indicator of the momentum (12-month change) of core CPI inflation in the U.S. (Chart 4). The recent acceleration of U.S. core inflation can be explained as a lagged response to the U.S. economic growth acceleration since the start of 2016. If the relationship in this chart holds up, the current levels of the ISM are consistent with core CPI inflation accelerating to the 2.5-3% range next year. That outcome would keep the Fed on its planned rate hike path in 2019. At the moment, the market pricing of Fed rate expectations in the Overnight Index Swap (OIS) curve remains below the latest FOMC projections for the funds rate for the next two years (Chart 5). The 10-year TIPS breakeven inflation rate, which now sits at 2.1%, is still priced below the 2.3-2.5% levels that, in the past, have been consistent with inflation expectations staying well-anchored around the Fed's 2% inflation target. A combination of accelerating U.S. growth, faster wages, and a market that has not fully discounted the likely outcome for inflation and the funds rate is not a bullish one for U.S. Treasuries. We acknowledge that there could be a short-term flight-to-quality bid for Treasuries if the EM turbulence becomes more violent and finally spills over into the U.S. markets (likely through a rapid rise in the U.S. dollar). Yet without any signs of a meaningful slowing of U.S. growth or inflation, such a move would prove to be a short-lived trading opportunity rather than a true change in the rising trend for bond yields. Chart 4U.S. Inflation Acceleration Will Continue U.S. Inflation Acceleration Will Continue U.S. Inflation Acceleration Will Continue Chart 5Market Still Underpricing Fed Rate Hikes Market Still Underpricing Fed Rate Hikes Market Still Underpricing Fed Rate Hikes Bottom Line: EM market declines have, so far, shown no signs of impacting U.S. economic growth. The underlying acceleration of U.S. growth and inflation in the face of the EM turmoil suggests that bond investors should remain strategically underweight U.S. Treasuries with a below-benchmark duration stance. EM Turmoil, Then & Now, In Charts As discussed earlier, we see signs today of both of the most recent EM selloffs in 2013 and 2014/15 that were fueled by rising U.S. interest rates and a higher U.S. dollar. In the sets of charts beginning on Page 7 we present "cycle-on-cycle" analyses of several economic and financial indicators during those episodes, as well as this year. The charts are set up so that the blue lines represent the current EM selloff and the dotted lines in each panel represent how the same data series responded in 2013 (top panel of each chart) and 2014/15 (bottom panel of each chart). The vertical line represents the date of the trough in the U.S. dollar for each episode, which occurred in February 2018 for the current cycle. By looking at these charts, we can see how the current backdrop is evolving versus those prior episodes. The goal is to try to determine where things are similar, and different, to EM market declines in recent history. We are focusing on the areas where we believe there is the greatest concern over the potential spillovers from the current bout of EM stress - U.S. economic growth, Chinese economic growth and U.S. financial markets. We present the charts in a rapid "chartbook" format, with our overall conclusions at the end. Leading Economic Indicators: The OECD's leading economic indicator for the U.S. (Chart 6A) is currently off the high seen at the beginning of the year, following a path similar to 2014/15, but the latest data point has ticked higher. More importantly, the level is higher than at the same point in the 2013 and 2014/15 cycles. Meanwhile, the OECD (ex-U.S.) global leading economic indicator (Chart 6B) is following the depressed path of the 2014/15 episode, rather than the acceleration seen during the 2013 Taper Tantrum. Chart 6AU.S. Leading Indicator Following 2014/15 Path U.S. Leading Indicator Following 2014/15 Path U.S. Leading Indicator Following 2014/15 Path Chart 6BGlobal Leading Indicator Following 2014/15 Path Global Leading Indicator Following 2014/15 Path Global Leading Indicator Following 2014/15 Path U.S. Dollar: The rising dollar of 2018 (Chart 7A) looks more like the 2014/15 episode in terms of magnitude, although the greenback is at a lower level than during that earlier cycle (note that all lines are indexed to 100 at the date of the trough in the dollar at the vertical line). In 2013, the increase in the dollar was fairly mild, even with U.S. bond yields soaring higher, due to fact that non-U.S. growth was improving at the time. Chart 7AU.S. Dollar Following 2014/15 Path...So Far U.S. Dollar Following 2014/15 Path...So Far U.S. Dollar Following 2014/15 Path...So Far Chart 7BU.S. Investment Grade Returns Matching 2014/15 Path U.S. Investment Grade Returns Matching 2014/15 Path U.S. Investment Grade Returns Matching 2014/15 Path U.S. Corporate Bonds: The path of excess returns for U.S. investment grade corporate debt (Chart 7B) is tracking extremely tightly to the 2014/15 experience, with larger losses compared to this similar point during the Taper Tantrum. EM Equities & Credit: The widening in USD-denominated EM sovereign credit spreads in 2018 (Chart 8A) is in line with the 2014/15 cycle and has already surpassed the 2013 episode. The decline in EM equities (Chart 8B) has been worse than both prior EM selloffs. Chart 8AEM Equities Worse Than Both 2013 & 2014/15 EM Equities Worse Than Both 2013 & 2014/15 EM Equities Worse Than Both 2013 & 2014/15 Chart 8BEM Spreads Matching 2014/15 Path EM Spreads Matching 2014/15 Path EM Spreads Matching 2014/15 Path U.S. Interest Rates: Our 12-month fed funds discounter, which measures the amount of Fed rate hikes expected by the market over the next year, is higher than the 2014/15 episode and much higher than 2013 (Chart 9A). 10-year Treasury yields are at the same level as occurred at this point during the Taper Tantrum, and well above the levels seen in 2014/15 (Chart 9B). Chart 9AMore Fed Hikes Expected Than 2013 & 2014/15 More Fed Hikes Expected Than 2013 & 2014/15 More Fed Hikes Expected Than 2013 & 2014/15 Chart 9BUST Yields Following 2013 Path UST Yields Following 2013 Path UST Yields Following 2013 Path U.S. Labor Markets: Perhaps the biggest difference between the current backdrop and the prior EM selloffs is state of the U.S. labor market. The unemployment rate of 3.9% is much lower than the 5.6% rate seen during the 2014/15 cycle and the 7.6% level seen at this point during the Taper Tantrum (Chart 10A). That is translating to a faster pace of U.S. wage growth, measured by the annual percentage change in Average Hourly Earnings, than in either of the previous episodes of USD strength and EM turmoil (Chart 10B). Chart 10AMuch Lower U.S. Unemployment In 2018... Much Lower U.S. Unemployment In 2018... Much Lower U.S. Unemployment In 2018... Chart 10B...With Faster U.S. Wage Growth ...With Faster U.S. Wage Growth ...With Faster U.S. Wage Growth U.S. Inflation: Realized U.S. inflation, using core CPI, is higher now than in either of the previous episodes (Chart 11A). That can also been seen in the ISM Prices Paid index, which is far above the levels seen in both 2013 and 2014/15 (Chart 11B). Chart 11AHigher U.S. Inflation In 2018... Higher U.S. Inflation In 2018... Higher U.S. Inflation In 2018... Chart 11B...With Greater Inflation Pressures ...With Greater Inflation Pressures ...With Greater Inflation Pressures U.S. Economy: We can obviously show many charts here, but we think the most relevant are those related to signs that non-U.S. market turmoil and slowing growth is spilling back into the U.S. On that note, we show the ISM New Orders index in Chart 12A and the annual growth rate of total U.S. exports in Chart 12B. The New Orders index today is as strong as it was at this point during the Taper Tantrum, and much healthier compared to 2014/15 when New Orders were falling sharply. U.S. export growth is faster than both prior episodes, especially 2014/15 when exports contracted outright. Chart 12AStronger ISM New Orders In 2018... Stronger ISM New Orders In 2018... Stronger ISM New Orders In 2018... Chart 12B...With Healthier Export Demand ...With Healthier Export Demand ...With Healthier Export Demand China Economy: Again, we could use any number of data series in these charts, but we are keeping it simple and choosing indicators that show the impact of Chinese growth on the world economy. Chinese nominal GDP growth, currently at 9.8%, is the same as it was at this point in the 2013 cycle but much faster than during the 2014/15 period (Chart 13A). Importantly, however, China nominal GDP growth is decelerating now as it was in both of the prior episodes. Chinese annual import growth, up 19% in RMB terms, is faster now than in both prior periods of EM stress, especially compared to the contraction seen during the 2014/15 episode (Chart 13B). Chart 13AFaster, But Still Slowing, China GDP Growth Faster, But Still Slowing, China GDP Growth Faster, But Still Slowing, China GDP Growth Chart 13BStronger China Import Growth In 2018 Stronger China Import Growth In 2018 Stronger China Import Growth In 2018 U.S. Corporate Profits: Here is perhaps the biggest difference between today and the previous EM stress episodes. The annual growth in earnings-per-share for the S&P 500 rose to 18% in the 2nd quarter of this year, far above the zero growth rate seen at this point of the 2013 and 2014/15 cycles (Chart 14A). A big reason for the difference is the impact of the Trump corporate tax cuts this year, which has boosted operating margins well beyond levels seen in the prior two episodes (Chart 14B). Chart 14AFaster U.S. Profit Growth In 2018... Faster U.S. Profit Growth In 2018... Faster U.S. Profit Growth In 2018... Chart 14B...With Wider Margins Thanks To Tax Cuts ...With Wider Margins Thanks To Tax Cuts ...With Wider Margins Thanks To Tax Cuts EM Growth: An aggregate of EM Purchasing Managers Indices (PMIs) shows that the current bout of softer EM growth looks similar to the slowdowns in 2013 and 2014/15 (Chart 15A). In both prior cases, the PMIs eventually fell below 50, signifying economic contraction. In the 2013 episode, however, the PMI rebounded around the same point in the cycle as we are at today. Chart 15AEM Growth Slowing Similar To 2013 & 2014/15 EM Growth Slowing Similar To 2013 & 2014/15 EM Growth Slowing Similar To 2013 & 2014/15 Chart 15BU.S. Financial Conditions Tightening Like 2014/15 U.S. Financial Conditions Tightening Like 2014/15 U.S. Financial Conditions Tightening Like 2014/15 U.S. Financial Conditions: U.S. financial conditions are tighter now than the level seen at this point in the 2013 cycle and are as tight as witnessed at this point in the 2014/15 period (Chart 15B). After looking through all these charts, we can come up with the following conclusions: Chart 16Is It All Just "Q.T."? Is It All Just "Q.T."? Is It All Just "Q.T."? EM financial stress today is worse than 2013 and 2014/15 The U.S. economy is stronger today than in 2013 and 2014/15 U.S. external demand and corporate profits are both more robust today than in 2013 and 2014/15 U.S. inflation pressures are greater today than in 2013 and 2014/15 China's economy today, while slowing, is still growing faster than in 2013 and 2014/15 EM economic growth is slowing at the same pace as in 2013 and 2014/15. In terms of "benchmarking" where we are now compared to the previous two EM big EM selloffs, the fact that U.S. and Chinese economic growth is stronger today, and U.S. inflation is faster today, are the most important differences. This may even explain why U.S. markets are not reacting more negatively to the growing protectionist threats from the White house. Against this backdrop, it will require higher U.S. interest rates and a much stronger dollar before U.S. equities and credit markets finally suffer a serious pullback. In the end, though, the fact that U.S. and Chinese growth is better today does not suggest that a cautious investment stance is unwarranted. For the best correlation can be seen in our final chart (Chart 16), which shows the growth rate of the major developed market central bank balance sheets as a leading indicator of EM equity returns and developed market credit returns (and as a coincident indicator of government bond yields). If one were to only look at this chart, the weaker returns from global risk assets in 2018 can be fully explained by "quantitative tightening" and the resulting pullback in risk-seeking global capital flows compared the 2016/17. Bottom Line: The current EM turmoil has not yet spilled over into U.S. financial markets, as occurred during the 2013 and 204/15 EM selloffs, because the U.S. economy is in a much stronger position now. It will take a bigger tightening of U.S. financial conditions, likely through higher U.S. interest rates and a larger increase in the U.S. dollar, before U.S. risk assets suffer the type of decline that could trigger a pause in the Fed rate hike cycle. Robert Robis, Senior Vice President Global Fixed Income Strategy rrobis@bcaresearch.com 1 Please see BCA Geopolitical Strategy/China Investment Strategy Special Report, "China: How Stimulating Is The Stimulus?", dated August 8th 2018, available at gps.bcaresearch.com and cis.bcaresearch.com. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index EM Contagion? Or Just Q.T. On The QT? EM Contagion? Or Just Q.T. On The QT? Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Chart 1Wage Growth Playing Catch-Up To Curve Wage Growth Playing Catch-Up To Curve Wage Growth Playing Catch-Up To Curve Last Friday's employment report confirmed that the U.S. economy remained on a solid footing through August, even as leading indicators outside of the U.S. have weakened. Our back-of-the-envelope GDP tracking estimate - the year-over-year growth in aggregate weekly hours worked (2.14%) plus average quarterly productivity growth since 2012 (0.86%, annualized) - points to U.S. growth of approximately 3%. But strong GDP growth is old news for markets. Rather, it was the 0.4% month-over-month increase in average hourly earnings that caused bond yields to jump last Friday. Rising wage growth is usually a bear-flattener, consistent with both higher yields and a flatter curve (Chart 1). But in recent years the yield curve has flattened considerably while wage growth has lagged. The curve's front-running suggests that continued gains in wage growth will keep the Fed on its current tightening path, but may not translate into much curve flattening. Investors should maintain below-benchmark duration, but look for attractively valued curve steepeners. We also recommend only a neutral allocation to spread product to hedge the risk from weakening global growth. Feature Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds underperformed the duration-equivalent Treasury index by 43 basis points in August, dragging year-to-date excess returns down to -93 bps. The index option-adjusted spread widened 5 bps on the month, and currently sits at 113 bps. Despite recent spread widening, corporate bonds remain expensive with 12-month breakeven spreads for both the A and Baa-rated credit tiers near their 25th percentiles since 1989 (Chart 2). Further, with inflation now close to the Fed's target, monetary policy will provide much less support for corporate bond returns going forward. These are the two main reasons we downgraded our cyclical corporate bond exposure to neutral in June.1 On a positive note, gross leverage for the non-financial corporate sector likely declined for the third consecutive quarter in Q2 (panel 4), but we remain pessimistic that such declines will continue in the back-half of the year. As we noted in a recent report, weaker foreign economic growth and the resultant dollar strength will eventually weigh on corporate revenues.2 Accelerating wage growth will also hurt profits if it is not completely passed through to higher prices. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* Playing Catch-Up Playing Catch-Up Table 3BCorporate Sector Risk Vs. Reward* Playing Catch-Up Playing Catch-Up High-Yield: Neutral Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 14 basis points in August, bringing year-to-date excess returns up to +220 bps. The average index option-adjusted spread widened 2 bps on the month, and currently sits at 336 bps. Our measure of the excess spread available in the High-Yield index after accounting for expected default losses is currently 226 bps, slightly below the long-run mean of 247 bps (Chart 3). This tells us that if default losses are in line with our expectations during the next 12 months, we should expect excess high-yield returns of 226 bps over duration-matched Treasuries, assuming also that there are no capital gains/losses from spread tightening/widening. However, we showed in a recent report that the default loss expectations embedded in our calculation are extremely low relative to history (panel 4).3 Our assumption, derived from the Moody's baseline default rate forecast and our own forecast of the recovery rate, calls for default losses of 1.15% during the next 12 months. The only historical period to show significantly lower default losses was 2007, a time when corporate balance were in much better shape than today. While most indicators suggest that default losses will in fact remain low for the next 12 months, historical context clearly demonstrates that the risks are to the upside. It will be critical to track real-time indicators of the default rate such as job cut announcements, which have increased since mid-2017 (bottom panel), for signals about whether current default forecasts are overly optimistic. MBS: Neutral Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 14 basis points in August, dragging year-to-date excess returns down to -18 bps. The conventional 30-year zero-volatility MBS spread widened 5 bps on the month, driven by a 3 bps increase in the compensation for prepayment risk (option cost) and a 2 bps widening of the option-adjusted spread. The excess return Bond Map shows that MBS offer a relatively poor risk/reward trade-off, particularly compared to Aaa-rated non-Agency CMBS, High-Yield and Sovereigns. However, our Bond Map does not account for the macro environment, which remains very favorable for the sector. In a recent report we showed that the two main factors that influence MBS spreads are mortgage refinancing activity and residential mortgage lending standards.4 Refi activity is tepid, and continued Fed rate hikes will ensure that it stays that way (Chart 4). Meanwhile, lending standards have been slowly easing since 2014 (bottom panel), but the Fed's most recent Senior Loan Officer Survey reports that standards remain at the tighter end of the range since 2005. The still-tight level of lending standards suggests that further easing is likely going forward. The amount of MBS running off the Fed's balance sheet has failed to exceed its cap in recent months, meaning that the Fed has not needed to enter the market to purchase MBS. This will probably continue to be the case going forward, due to both limited run-off and increases in the monthly cap. Government-Related: Underweight Chart 5Government-Related Market Overview Government-Related Market Overview Government-Related Market Overview The Government-Related index underperformed the duration-equivalent Treasury index by 12 basis points in August, dragging year-to-date excess returns down to -10 bps. Sovereign debt underperformed the Treasury benchmark by 48 bps on the month, dragging year-to-date excess returns down to -83 bps. Foreign Agencies underperformed by 14 bps on the month, dragging year-to-date excess returns down to -36 bps. Local Authorities underperformed by 20 bps on the month, dragging year-to-date excess returns down to +41 bps. Supranationals performed in line with Treasuries in August, keeping year-to-date excess returns at +12 bps. Domestic Agency bonds outperformed by 5 bps, bringing year-to-date excess returns up to +4 bps. Despite poor returns relative to Treasuries, Sovereign debt managed to outperform similarly-rated U.S. corporate debt in recent months. The outperformance is particularly puzzling given the unattractive relative valuation and the strengthening U.S. dollar (Chart 5). We reiterate our underweight allocation to Sovereign debt. The excess return Bond Map shows that both Local Authorities and Foreign Agencies offer exceptional risk/reward trade-offs compared to other U.S. bond sectors. We remain overweight both sectors. The excess return Bond Map also shows that while Supranational and Domestic Agency sectors are very low risk, expected returns are feeble. Both sectors should be avoided. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds underperformed the duration-equivalent Treasury index by 70 basis points in August, dragging year-to-date excess returns down to +116 bps (before adjusting for the tax advantage). The average Aaa-rated Municipal / Treasury (M/T) yield ratio rose 3% in August, and currently sits at 85% (Chart 6). This is more than one standard deviation below its post-crisis mean and only slightly higher than the average of 81% that was observed in the late stages of the previous cycle, between mid-2006 and mid-2007. In a recent report we demonstrated that while M/T yield ratios are low, municipal bonds offer attractive yields compared to corporate bonds.5 For example, we observe that a 5-year Aa-rated municipal bond carries a yield of 2.29% versus a yield of 3.35% for a comparable corporate bond index. This implies that an investor with an effective tax rate of 32% should be indifferent between the two bonds. Moving further out the curve, the breakeven tax rate falls to 23% at the 10-year maturity point and is even lower at the 20-year maturity point. What's more, municipal bonds are also more insulated from the risk of weak foreign growth than the U.S. corporate sector, and recent enacted revenue increases at the state level should lead to lower net borrowing in the coming quarters (bottom panel). All in all, attractive relative yields and lower risk make municipal bonds preferable to corporates in the current environment. Remain overweight. Treasury Curve: Favor The 7-Year Bullet Over The 1/20 Barbell Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The Treasury curve has flattened since the end of July, with yields at the short-end of the curve slightly higher and yields at the long-end slightly lower. The 2/10 Treasury slope currently sits at 23 bps and the 5/30 slope is currently 29 bps. The yield curve is already quite flat, consistent with a late-cycle economy. However, the economic data do not yet synch up with the curve's assessment. Chart 1 shows that wage growth is lagging the yield curve, while another yield curve indicator - nominal GDP growth less the fed funds rate - is moving in the opposite direction (Chart 7). We are likely to see both accelerating wage growth and decelerating nominal GDP growth during the next few quarters, but such outcomes are to a large extent in the price. In other words, the pace of curve flattening is likely to moderate in the coming months. With that in mind, we maintain our position long the 7-year bullet versus a duration-matched 1/20 barbell. That position is priced for 20 bps of 1/20 flattening during the next six months (Table 5). Table 4Butterfly Strategy Valuation (As Of August 3, 2018) Playing Catch-Up Playing Catch-Up Table 5Discounted Slope Change During Next 6 Months (BPs) Playing Catch-Up Playing Catch-Up Curve flatteners look more attractive at the long-end of curve. For example, the 5/30 barbell over 10-year bullet is priced for no change in 5/30 slope during the next six months. We also continue to hold this position to take advantage of the attractive value, and as a partial hedge to our position in the 1/7/20. TIPS: Overweight Chart 8TIPS Market Overview Inflation Compensation Inflation Compensation TIPS underperformed the duration-equivalent nominal Treasury index by 17 basis points in August, dragging year-to-date excess returns down to +122 bps. The 10-year TIPS breakeven inflation rate declined 4 bps on the month and currently sits at 2.10%. The 5-year/5-year forward TIPS breakeven inflation rate declined 6 bps on the month and currently sits at 2.22%. Both the 10-year and 5-year/5-year forward TIPS breakeven inflation rates remain below the 2.3% to 2.5% range that has historically been consistent with inflation expectations that are well-anchored around the Fed's 2% target. TIPS breakevens have remained relatively firm in recent weeks even as commodity prices have declined sharply (Chart 8). This suggests that breakevens are increasingly taking cues from the U.S. inflation data, and might now be less sensitive to the global growth outlook. Core inflation should remain close to the Fed's 2% target going forward. This will gradually wring deflationary expectations out of the market, allowing long-dated TIPS breakevens to reach our 2.3% to 2.5% target range. While the macro back-drop remains highly inflationary - pipeline inflation measures are elevated (panel 4) and the labor market is tight - we noted in a recent report that the rate of increase in year-over-year core inflation will probably moderate in the months ahead, due to base effects that have become less supportive.6 ABS: Neutral CHart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities outperformed the duration-equivalent Treasury index by 8 basis points in August, bringing year-to-date excess returns up to 18 bps. The index option-adjusted spread for Aaa-rated ABS narrowed 1 basis point on the month and now stands at 37 bps, 10 bps above its pre-crisis low. The excess return Bond Map shows that consumer ABS offer attractive return potential compared to other high-rated spread products - such as Agency CMBS and Domestic Agencies - but also carry a greater risk of losses. Further, credit quality trends have been slowly moving against the sector and we think caution is warranted. The consumer credit delinquency rate bottomed in 2015, albeit from a very low level, and it should continue to head higher based on the trend in household interest coverage (Chart 9). Average consumer credit bank lending standards have also been tightening for nine consecutive quarters (bottom panel). The New York Fed's Household Debt and Credit report showed that consumer credit growth increased at an annualized rate of 4.6% in the second quarter, compared to 3.3% in Q1. However, the prospects for further acceleration in consumer credit are probably limited. A rising delinquency rate and tightening lending standards will both weigh on future credit growth (panel 3). Non-Agency CMBS: Underweight Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 28 basis points in August, bringing year-to-date excess returns up to +126 bps. The index option-adjusted spread for non-agency Aaa-rated CMBS tightened 2 bps on the month and currently sits at 68 bps (Chart 10). In a recent report we showed that the macro picture for CMBS is decidedly mixed.7 A typical negative environment for CMBS is characterized by tightening bank lending standards for commercial real estate loans and falling demand. At present, both lending standards and demand for nonresidential real estate loans are close to unchanged (bottom two panels). Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 10 basis points in August, bringing year-to-date excess returns up to +41 bps. The index option-adjusted spread was flat on the month and currently sits at 45 bps. The Bond Maps show that Agency CMBS offer high potential return compared to other low risk spread products. An overweight allocation to this defensive sector continues to make sense. The BCA Bond Maps The following page presents excess return and total return Bond Maps that we use to assess the relative risk/reward trade-off between different sectors of the U.S. fixed income market. The Maps employ volatility-adjusted breakeven spread/yield analysis to show how likely it is that a given sector will earn/lose money during the subsequent 12 months. The Maps do not impose any macroeconomic view. The Excess Return Bond Map The horizontal axis of the excess return Bond Map shows the number of days of average spread widening required for each sector to lose 100 bps versus a position in duration-matched Treasuries. Sectors plotting further to the left require more days of average spread widening and are therefore less likely to see losses. The vertical axis shows the number of days of average spread tightening required for each sector to earn 100 bps in excess of duration-matched Treasuries. Sectors plotting further toward the top require fewer days of spread tightening and are therefore more likely to earn 100 bps in excess of Treasuries. The Total Return Bond Map The horizontal axis of the total return Bond Map shows the number of days of average yield increase required for each sector to lose 5% in total return terms. Sectors plotting further to the left require more days of yield increases and are therefore less likely to lose 5%. The vertical axis shows the number of days of average yield decline required for each sector to earn 5% in total return terms. Sectors plotting further toward the top require fewer days of yield decline and are therefore more likely to earn 5%. Chart 11Excess Return Bond Map (As Of September 7, 2018) Playing Catch-Up Playing Catch-Up Chart 12Total Return Bond Map (As Of September 7, 2018) Playing Catch-Up Playing Catch-Up Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com Jeremie Peloso, Research Analyst jeremiep@bcaresearch.com 1 Please see U.S. Bond Strategy Special Report, "Go To Neutral On Spread Product", dated June 26, 2018, available at usbs.bcaresearch.com 2 Please see U.S. Bond Strategy Weekly Report, "An Oasis Of Prosperity?", dated August 21, 2018, available at usbs.bcaresearch.com 3 Please see U.S. Bond Strategy Weekly Report, "Out Of Sync", dated July 3, 2018, available at usbs.bcaresearch.com 4 Please see U.S. Bond Strategy Weekly Report, "The Fed's Balance Sheet Problem", dated July 17, 2018, available at usbs.bcaresearch.com 5 Please see U.S. Bond Strategy Weekly Report, "An Oasis Of Prosperity?", dated August 21, 2018, available at usbs.bcaresearch.com 6 Please see U.S. Bond Strategy Weekly Report, "The Powell Doctrine Emerges", dated September 4, 2018, available at usbs.bcaresearch.com 7 Please see U.S. Bond Strategy Weekly Report, "The Fed's Balance Sheet Problem", dated July 17, 2018, available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification Corporate Sector Relative Valuation And Recommended Allocation Total Return Comparison: 7-Year Bullet Versus 2-20 Barbell (6-Month Investment Horizon)