Asset Allocation

Dear Clients, Please note there was an error in the Recommend Asset Allocation table published on November 1, 2017. This has now been amended. We apologize for the confusion and any inconvenience it may have caused. Best Regards, Garry Evans Senior Vice President Global Asset Allocation Reflation Trade Returns Recommended Allocation Monthly Portfolio Update Monthly Portfolio Update The market mood has shifted remarkably quickly over the past couple of months. The probability of a December Fed rate hike has moved up from 20% in early September to close to 100%, pushing the 10-year Treasury bond yield from 2.0% to 2.4% and causing the trade-weighted U.S. dollar to appreciate by 2%, and Emerging Market equities to underperform. We expect this trend to continue. Global growth continues to surprise to the upside (Chart 1). The softness in U.S. inflation this year is likely to reverse over coming quarters - an argument supported by the New York Fed's new Underlying Inflation Gauge, which indicates that sustained movements in inflation continue to trend higher (Chart 2). This makes it likely that the Fed will move ahead with its forecast three rate hikes in 2018, which the market has not yet priced in (Chart 3) - the implied probability of this is only 10%. Consequently, rates have further to rise: our fair value for the U.S. 10-year Treasury yield currently is 2.7%. And the increasing gap between U.S. and euro zone interest rates suggests that the dollar can appreciate further (Chart 4). All this supports our view that risk assets (equities and corporate credit) should outperform over the next 12 months, with developed government bonds producing a negative return, and emerging markets lagging because of rising rates and the stronger dollar (and a possible slowdown in China, as it focuses on reforming its economy and cleaning up the debt situation). Chart 1Growth Surprising To The Upside Growth Surprising To The Upside Growth Surprising To The Upside Chart 2Underlying Inflation Still Trending Up Underlying Inflation Still Trending Up Underlying Inflation Still Trending Up Chart 3Market Expects Fed To Move Only Slowly Market Expects Fed To Move Only Slowly Market Expects Fed To Move Only Slowly Chart 4Rate Gap Suggests Dollar Appreciation Rate Gap Suggests Dollar Appreciation Rate Gap Suggests Dollar Appreciation The key question, though, is how long this positive scenario can continue. With stock market valuations expensive (Chart 5) and investors fully invested, though not yet euphoric (Chart 6), we are clearly in late cycle. Rising rates could put a dampener on growth. Chart 5 Equities Close To Extremely Overvalued Equities Close To Extremely Overvalued Equities Close To Extremely Overvalued Chart 6Investors Are Fully Invested, But Cautious Investors Are Fully Invested, But Cautious Investors Are Fully Invested, But Cautious We find the Fed policy cycle a useful tool for thinking about probable investment returns from different assets (Chart 7). The best quadrant for risk assets is when the Fed is easing and policy is easy (with the Fed Funds Rate below the neutral rate). Currently we are in the bottom-right quadrant (Fed tightening, but not yet in the tight zone), which also has produced attractive returns for equities and credit. But once the Fed Funds Rate (FFR) moves above the neutral rate, returns from risk assets are on average poor and, historically, recession often followed quite quickly. How much longer do we have before Fed policy moves into the top-right quadrant? The Fed's own estimate of the neutral rate, in real terms, is 0.3%. The current real FFR (using core PCE inflation, 1.3%, as the deflator) is -0.17 (Chart 8). This implies that it will take only two further Fed hikes to move into the tight zone, which could happen as soon as March. This is why the outlook for inflation is critical. If, as the Fed forecasts and we also expect, core PCE inflation rises to 2%, it will be another five hikes before policy turns tight - we are unlikely to get there until early 2019. Chart 7The Fed Policy Cycle Monthly Portfolio Update Monthly Portfolio Update Chart 8How Far From The Tight Zone? How Far From The Tight Zone? How Far From The Tight Zone? For now, therefore, we continue to recommend an overweight on risk assets and pro-cyclical portfolio tilts. Global monetary policy remains easy and we see no indicators that suggest growth is slowing or that the risk of recession over the next 12 months is rising. The risks to this optimistic scenario (a hawkish Fed, over-eager structural reform in China, provocation from North Korea) seem limited. But we also continue to warn of the possibility of a recession in 2019 or 2020 caused, as so often, by excessive Fed tightening. We see, therefore, the possibility of our turning more defensive somewhere in mid-2018. Equities: We prefer developed over emerging market equities. Rising interest rates and an appreciating dollar will be headwinds for EM. Moreover, Xi Jinping's speech at the Communist Party Congress hinted at supply side structural reforms, overcapacity reduction, and deleveraging efforts. A renewed reform effort could dampen Chinese growth somewhat which, as in 2013-15, would negatively impact EM equities (Chart 9). Within DM, we are overweight euro zone and Japanese equities, which are higher beta, have stronger earnings momentum, and benefit from looser monetary policy. Fixed Income: We expect bonds to underperform over coming quarters, as U.S. inflation picks up and the Fed moves raises rates in line with its "dots". Corporate credit still has some attractions, provided the economic expansion continues. U.S. sub-investment grade bonds, in particular, have an attractive default-adjusted yield, as long as a strong economy keeps the default rate over the next 12 months to the historically low 2% our model suggests (Chart 10). The pick-up in inflation we expect would mean inflation-linked bonds outperform nominal bonds. Chart 9Slowing China Would Hurt EM Equities Slowing China Would Hurt EM Equities Slowing China Would Hurt EM Equities Chart 10Junk Attractive If Defaults Stay This Low Junk Attractive If Defaults Stay This Low Junk Attractive If Defaults Stay This Low Currencies: The ECB delivered a dovish tapering last month, extending its asset purchases until at least September 2018 and emphasizing that its current low interest rates will continue "well past the horizon of our net asset purchases". Given this, and the gap between U.S. and euro zone interest rates (Chart 4), we expect moderate further euro weakness over coming months. The dollar is likely to appreciate even more against the yen. There are the first tentative signs of inflation emerging in Japan (Chart 11) which, combined with the Bank of Japan sticking to its 0% 10-year JGB target and rising global interest rates, could push the yen to 120 against the dollar over coming months. Commodities: BCA's energy strategists recently revised up their crude oil forecasts on the back of strong demand, a likely extension of the OPEC agreement until at least end-2018, and possible supply disruptions in Iraq, Venezuela and other troubled regions.1 They see inventories continuing to draw down until at least 2H 2018 (Chart 12). Accordingly, they forecast $65 a barrel for Brent and $63 for WTI and flag upside risk to those projections. The outlook for industrial and precious metals, however, is less positive. A stronger dollar and a shift in the growth drivers in China will depress prices for base metals. Rising real interest rates will hurt gold, although we still like precious metals as a long-term hedge. Chart 11First Signs Of Inflation In Japan? First Signs Of Inflation In Japan? First Signs Of Inflation In Japan? Chart 12Oil Inventory Drawdowns Support Higher Price Oil Inventory Drawdowns Support Higher Price Oil Inventory Drawdowns Support Higher Price Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com 1 Please see Commodity & Energy Strategy Weekly Report "Oil Forecast Lifted As Market Tightens," dated 19 October 2017, available at ces.bcaresearch.com GAA Asset Allocation

Highlights Risk assets are responding well to better data and rising rates. Q3 EPS results beating lowered expectations, but growth earnings will peak soon. The conditions are in place for robust capital spending. Financial assets are adhering to the post-Hurricane playbook, with a few notable exceptions. Feature Chart 1Risk Assets Higher Despite Higher Rates Risk Assets Higher Despite Higher Rates Risk Assets Higher Despite Higher Rates Risk assets rose last week for the 6th week in a row (Chart 1). A solid start to Q3 earnings season, more legislative progress on the GOP's tax plan and a narrowing of President Trump's choice for Fed Chair (Jerome Powell, John Taylor and incumbent Janet Yellen) all added to the positive backdrop. The 4 bps rise in the 10 year Treasury yield last week (and 37 bps since early September) was not an impediment to higher equity and oil prices, and gains for small caps and high yield bonds. The positive reaction likely reflected the fact that yields rose more because of increased growth expectations than higher inflation expectations. Despite the impact of Hurricanes Harvey and Irma, Q3 GDP posted an impressive 3% gain. The composition of the Q3 readings suggests an even stronger report in Q4 (Chart 2). At 2.3%, the year-over-year change in real GDP is close to the Fed's 2017 forecast (2.4%) and above the long run forecast (1.8%). The implication for investors is that because U.S. economic growth is faster than its long-term potential, the labor market is tightening and inflation is poised to move higher. Accordingly, market odds for a Fed hike in December are near 90% and participants expect 51 bps more hikes in the next 12 months (Chart 1, panel 3). BCA's view is that U.S. economic growth is set to accelerate in the coming quarters aided by a post hurricane rebound in housing. The Fed will raise rates in December and three more times next year as inflation returns to 2% and perhaps beyond. Corporate profit growth will peak in the next few quarters, but remain supportive of higher stock prices for now. The rise in the Economic Surprise Index will continue for another few months, and provide another lift for risk assets. A surge in capital spending adds to the upbeat tone. Chart 2GDP Growth Remains Below Average, But Above Fed's Long Run Target The Revenge Of Animal Spirits The Revenge Of Animal Spirits Capital Spending Blasts Off Business capital spending is on the upswing. The robust readings in September on core durable goods orders (7.8% year-over-year) and shipments reported last week were paybacks for the Hurricane-weakened August report. Nonetheless, the impressive soundings on the three -month change in both orders and shipments were not distorted by the storms. Moreover, the durable goods report was one of the latest in a series of data points brightening capex's outlook (Chart 3). Both BCA's real and nominal capex models, driven by surging capital goods orders along with elevated ISM readings and soaring sentiment on business spending, indicate strong investment in plant and equipment in the next few quarters. CEO confidence soared to a 13-year high in Q1 according to the latest Duke University/CFO Magazine Business Outlook, but retreated modestly in Q2 and Q3 (Chart 4). Surveys by the Conference Board and Business Roundtable show a similar pattern. Notably, readings on all three surveys have climbed since Trump's election in November 2016, but then retreated as his pro-business agenda stalled. The drop in sentiment reflects the lack of legislative progress in Washington (Chart 5). The dip in CEO sentiment in Q2 and Q3 is in sharp contrast with the easing of policy concerns in the Beige Book. Chart 3Bright Outlook For Capital Spending Bright Outlook For Capital Spending Bright Outlook For Capital Spending Chart 4Capital Spending Plans Upbeat Capital Spending Plans Upbeat Capital Spending Plans Upbeat Chart 5Managements Remain Upbeat Managements Remain Upbeat Managements Remain Upbeat The upbeat numbers in the regional Federal Reserve Banks' surveys of capital spending intentions further support rising capex spending in the next few quarters. The average readings from the New York, Philadelphia and Richmond Feds' capex survey plans are close to cycle highs, despite a modest pullback in the summer months. Moreover, the regional Feds' capex spending plans diffusion index hit an eight-year high in October (Chart 5, panel 3). Bottom Line: Stay overweight stocks versus bonds, and underweight duration. Rising capex will drive up GDP, employment and EPS in the coming quarters. Q3 Earnings Beating Lowered Expectations The Q3 earnings reporting season is off to a strong start, with both EPS and sales growth well ahead of consensus expectations as we forecast in our October 2 preview. Moreover, the counter-trend rally in profit margins is still in place. Just under 55% of companies have reported results so far, with 74% beating consensus EPS projections just above the long-term average of 55%. Furthermore, 67% have posted Q3 revenues that topped expectations, which exceeded the LT average of 69%. The surprise factor for Q3 stands at 5% for EPS and 2% for sales. These compare favorably with the average EPS (4.2%) and sales (1.2%) in the past five years. We anticipate the secular mean-reversion of margins to re-assert itself in the S&P data, perhaps beginning early in 2018. Nonetheless, initial results imply that Q2 will be another quarter of margin expansion. Average earnings growth (Q3 2017 versus Q3 2016) is solid at 7% with revenue growth at 5%. Strength in earnings and revenues is broad based (Table 1). Earnings per share increased in Q3 2017 versus Q3 2016 in eight of the 11 sectors. The 7.3% year-over-year drop in the financial sector is linked to the impact of the hurricanes on the insurance and reinsurance industries. Excluding those industries, financial EPS is up 4.7% from a year ago. EPS results are particularly stout in energy (164%), technology (18%) and healthcare (7%). Those sectors likewise experienced significant sales gains (16%, 9% and 5% respectively). Corporate managements are more focused on the message in Washington than on the President (Chart 6). Trump's name was mentioned just once in the Q3 earnings calls held through October 27, matching Q2's reporting period. CEOs and CFOs have cited Trump's name at least once in each earnings season since Q2 2016. The peak in mentions occurred immediately after Trump took office in early 2017. Table 1S&P 500:##BR##Q3 2017 Results* The Revenge Of Animal Spirits The Revenge Of Animal Spirits Chart 6Managements Focused On##BR##The Message Out Of DC Managments Focused On The Message Out Of DC Managments Focused On The Message Out Of DC In contrast, the words "tax" and "reform" have appeared 39 times thus far in Q3 conference calls, most often in a positive light. There were only five mentions in Q2, when there was skepticism that a tax plan would pass this year. In the Q4 2016 reporting season following the November election, tax and reform were cited 16 times. BCA's Geopolitical Strategy service has consistently expected a tax package to pass by the end of Q1 2018.1 We are encouraged by the upward trajectory of EPS estimates for 2017 and 2018 (Chart 7). It is odd that the recent downtick in 2017 EPS is mirrored by an uptick in the 2018 figure. That said, the divergence can be explained by the impact of the hurricanes on the financial sector's earnings in 2017 and probable snapback in early 2018. Analysts expect 2019 EPS growth to slow from 2018's clip, which matches BCA's view. However, unlike estimates for 2017 and 2018, we anticipate that EPS estimates for 2019 will move lower throughout 2018 and 2019, ahead of a recession in late 2019.2 Bottom Line: The BCA earnings model shows that S&P 500 EPS growth is peaking and should decelerate through 2018 toward a level commensurate with 3 ½-4% nominal GDP growth (Chart 8). Accordingly, BCA believes that the earnings backdrop will remain a tailwind for the equity market, albeit a smaller tailwind. This forecast excludes any positive effect on growth from tax cuts, which would be positive for EPS and the S&P 500 price index in the short term, although this would also bring forward Fed rate hikes. The entire Treasury curve has readjusted to reflect this view. Chart 7Stability In '17 & '18 EPS Estimates,##BR##But '19 Likely To Move Lower Stability In '17 & '18 EPS Estimates, But '19 Likely To Move Lower Stability In '17 & '18 EPS Estimates, But '19 Likely To Move Lower Chart 8Strong EPS Growth Ahead,##BR##Will Start To Slow Soon Strong EPS Growth Ahead, Will Start To Slow Soon Strong EPS Growth Ahead, Will Start To Slow Soon 10-Year Treasury Update BCA's view is that the 10-year Treasury yield will head higher in the coming months. However, is the move from 2.03% in early September to 2.43% last week sustainable? BCA's fair value model for the 10-year Treasury yield (based on Global PMI and dollar sentiment) places fair value at 2.65% (Chart 9, panel 1). Moreover, BCA's three-factor version of the model (that includes the Global Economic Policy Uncertainty Index), puts fair value slightly higher at 2.63% (Chart 9, panel 3). Investors should continue to position for a steeper curve by favoring the 5-year bullet versus a duration-matched 2/10 barbell. Chart 9Treasury Fair Value Models Treasury Fair Value Models Treasury Fair Value Models BCA's U.S. Bond Strategy service will publish updated fair models after the November 1 release of October's global PMI data. The latest readings on Citi's Economic Surprise index also support BCA's stance on rates. How Long Can The Economic Surprise Index Stay Positive? The Citi Economic Surprise Index crossed into positive territory on October 2nd, remaining above zero for 20 business days, and risk assets are responding (Chart 10). Since 2010, once the Index turns positive, it continues to rise for 46 days. The implication for investors is that the economic data will continue to be remarkable for another two months. Table 2 shows that risk assets outperform as the economic surprise index rises from zero toward its zenith. Risk assets have also outperformed since the June bottom in economic surprises, matching the historical performance.3 Oil (+17%), small caps and investment grade corporates are all standouts and the gains may not be over. The track record of risk assets as the Economic Surprise Index climbs suggests that additional increases are in prospect for risk assets. On average, equities (relative to treasuries) and oil are the best performers during these intervals. Chart 10May Still Be Room To Run On Economic Surprise May Still Be Room To Run On Economic Surprise May Still Be Room To Run On Economic Surprise Table 2Risk Assets Perform Well As Economic Surprise Rises The Revenge Of Animal Spirits The Revenge Of Animal Spirits Post-Hurricane Macro Backdrop The strength of the Citi Economic Surprise Index following the hurricanes duplicates the historical trend and supports the rise in risk assets. The Index moves higher for the first month post-storm, and then remains above zero for an additional three weeks (Chart 11, panel 4). This bolsters BCA's stance that the direction of the Index will continue to lift risk assets in the next few months. Financial assets are also adhering to the post-Hurricane playbook,4 with a few notable exceptions (Chart 12). The stock-to-bond ratio moved higher and the VIX has declined since Hurricane Harvey, matching the typical post-storm performance. However, the 10-year Treasury yield, the S&P 500 and the Fed funds rate, all have bucked historical trends. The S&P 500 rose by 5.6% since late August; stocks typically drift lower in the first few months after a major storm. In addition, the 10-year Treasury yield climbed but it usually moves down in the two months following a hurricane. Post- storm, the Fed typically continues to do whatever it was doing prior to the storm. Accordingly, we expect the Fed to hike rates at its December meeting. Chart 11Major Hurricane Impact##BR##On Activity Data Major Hurricane Impact On Activity Data Major Hurricane Impact On Activity Data Chart 12Major Hurricane Impact On##BR##Financial Markets And The Fed Major Hurricane Impact On Financial Markets And The Fed Major Hurricane Impact On Financial Markets And The Fed The economic, inflation and sentiment data are also mixed. Housing data frequently lags in the wake of a storm, but both new and existing home sales moved up in the month after Harvey and Irma; housing starts declined in recent months which is counter to the historical pattern (Chart 13). Both IP and employment plunged after the storms, however, these indicators tend to rise after major weather. Initial claims for unemployment insurance were typically volatile in the six weeks since Harvey hit Texas, but have resumed their downtrend. Average hourly earnings in inflation climbed after Harvey and Irma, while consumer confidence dipped, matching history. However, the bump in gasoline prices since late August runs counter to historical precedent. Gasoline prices tend to decline after major storms (Chart 14). Chart 13Major Hurricane Impact##BR##On Housing Data Major Hurricane Impact On Housing Data Major Hurricane Impact On Housing Data Chart 14Major Hurricane Impact On##BR##Sentiment And Inflation Data Major Hurricane Impact On Sentiment And Inflation Data Major Hurricane Impact On Sentiment And Inflation Data Investment Conclusions: The macro backdrop remains bullish for risk assets, especially since synchronized growth has reduced fears of secular stagnation. Bond yields will rise, but won't be a headwind for stocks yet.5 Rising bond yields because of growth, without rising inflation, are bullish for risk assets, but this will change as inflation reaches 2% and inflation expectations start to rise. At that point, the Fed will be behind the curve. This will lead to faster Fed rate hikes, historically a headwind for equities. John Canally, CFA, Senior Vice President U.S. Investment Strategy johnc@bcaresearch.com 1 Please see BCA's Geopolitical Strategy Weekly Report, "Xi Jinping: Chairman Of Everything," October 25, 2017. Available at gps.bcaresearch.com. 2 Please see BCA's Global Investment Strategy Weekly Report, "Strategy Outlook Fourth Quarter 2017: Goldilocks And The Recession Bear," October 4, 2017. Available at gis.bcaresearch.com. 3 Please see BCA's U.S. Investment Strategy Weekly Report, "Global Monetary Policy Recalibration," April 17, 2017. Available at usis.bcaresearch.com. 4 Please see BCA's U.S. Investment Strategy Weekly Report, "Shelter From The Storm," September 5, 2017. Available at usis.bcaresearch.com. 5 Please see BCA's U.S. Investment Strategy Weekly Report, "Still In The Sweet Spot" June 19, 2017. Available at usis.bcaresearch.com.

Highlights Real assets, particularly farmland and timberland, are known to be particularly complex investments. In this report, we discuss their benefits to a multi-asset portfolio and also their pitfalls due to the large capital lock-in. Farmland performance is less sensitive to underlying growth cycle. Timberland is more closely correlated with economic growth through the U.S. housing market. Timberland is a superior inflation hedge and has shown stronger correlations with price increases over longer time periods. Farmland is a superior hedge against recessions and equity bear markets given its lower correlation with the economic cycle. Public market investments in farmland and timberland give investors greater exposure to systematic beta and daily commodity price volatility. Farmland valuations remain attractive, in both absolute terms and relative to timberland and bond yields. Feature Buy land, they're not making it anymore - Mark Twain Why Invest In Farmland & Timberland Very few investors hold an allocation1 to farmland and timberland even in their alternative asset portfolios. However, as we enter the ninth year of an equity bull market, and as the biggest tailwind in the form of monetary accommodation starts to unwind amid elevated levels of uncertainty, investors need assets that simultaneously generate attractive risk-adjusted returns (Chart 1), hedge inflation, and increase portfolio diversification. In this report, we run through the key decisions which investors have to make with regards to farmland and timberland investment. We analyze historical risk-return characteristics, inflation hedging, recession hedging and portfolio diversification potential. We conclude by comparing public versus private market investments in these two assets. Our conclusion is that farmland and timberland (Chart 2) are an efficient way to diversify a traditional multi-asset portfolio. The key difference between farmland and timberland returns is their sensitivity to the underlying growth cycle. Farmland returns have a lower correlation with economic growth since demand for food is relatively inelastic. On the other hand, most demand for timber comes from the U.S. housing market, so there is a strong correlation with the U.S. economy. Moreover, we find that: Chart 1Superior Risk-Adjusted Returns Superior Risk-Adjusted Returns Superior Risk-Adjusted Returns Chart 2Real Assets Vs Traditional Assets Real Assets Vs Traditional Assets Real Assets Vs Traditional Assets Timberland is the better hedge for expected inflation. However, both assets perform well in response to inflation surprises. Farmland is the more attractive hedge against recession and equity bear markets. Both assets outperformed even global bonds in the last recession. Investors can maximize risk-adjusted returns from these assets through direct investment in private markets. Public market investments have higher volatility due to commodity price fluctuations. All the return data in this report is sourced from the National Council of Real Estate Investment Fiduciaries2 (NCREIF). Both farmland3 and timberland4 returns are based on quarterly value-weighted indices measuring the investment performance of a large pool of individual properties acquired in the private market for investment purposes only. While there may be properties in the index that are leveraged, return indices are reported on a non-leveraged basis. Additionally, all returns are reported before the deduction of portfolio-level management fees, but inclusive of property-level management fees. NCREIF makes significant efforts to avoid survivorship basis. When a property is removed from the index, for example, all historical data remain in the database and index. Likewise, when a new property is added to the index, its performance is included in the first full quarter it qualifies (properties are excluded in the acquisition quarter). Due to data limitations, this report focuses only on the U.S. farmland and timberland market. Basics Of Farmland & Timberland Investment Managing private market assets such as farmland and timberland is more complex than publicly traded equities and bonds. Farmland and timberland give investors two sources of return: 1) income return from the sale of crops or timber, and 2) appreciation return from rising land values (Chart 3). The former tends to have a more volatile and cyclical profile given its dependence on prevailing commodity prices. Investors in farm and timber assets can customize their risk-return profile through crop type diversification, geographic allocation, and management style. Chart 3Return Composition: Farmland And Timberland U.S. Farmland & Timberland: An Investment Primer U.S. Farmland & Timberland: An Investment Primer For farmland investors, two major decisions can alter the risk-return profile of their portfolio: Crop Type Allocation Annual Cropland: This group includes rotational crops such as corn, soybeans, cotton, wheat and rice. Since these are widely traded in both physical and financial markets, pricing tends to be more competitive and efficient, making income return a smaller contributor to total return. Investors allocating to this group can expect stable but modest returns (Chart 4). Permanent Cropland: This group includes perennial crops such as fruits and nuts. Since these crops are not widely traded in institutional markets, pricing inefficiencies exist. In the recent agriculture bear market, permanent crop prices were resilient, generating a strong source of income returns. However, given their greater dependence on income returns, volatility of total returns is elevated. Additionally, on a risk-adjusted basis annual cropland is more attractive that permanent cropland (Chart 5).This is because 91% of permanent cropland returns are driven by the more volatile income earned from crop sales. Chart 4Risk-Return Profile Risk-Return Profile Risk-Return Profile Chart 5Relative Risk-Adjusted Returns Relative Risk-Adjusted Returns Relative Risk-Adjusted Returns 2. Management Style Leasing: Farmland owners lease the land to farm operators for a fixed or variable rent. Since most contracts involve a larger proportion of fixed rent, such returns have low volatility and low yields. Rental payments are generally received before farmers move into the field, limiting commodity price risk for the farmland owners. Direct Operation: Farmland owners take a more active approach and appoint professional farm managers to cultivate and harvest crops. Investors can expect a higher risk-return profile since they assume both price and yield risk. Since more than 75% of returns come from income earned from crop sales, investors should expect higher volatility. For timberland investors, two major decisions can alter the risk-return profile of their portfolio: 1) geographic allocation, and 2) plantation type. 1. Geographic Allocation U.S. North-West: Income return in the form of timber price appreciation has been the leading source of return for this region. The value of standing timber is generally two to three times higher than in Southern regions as trees in the U.S. North-West grow much larger. Since income return contributes a larger proportion to total return, investors should expect higher return and volatility (Chart 6). U.S. South: Appreciation from rising land values has been the main source of return. Given the higher commercial value of Southern pine plantations, the land in these regions is more valuable when it is able to grow quickly more productive and higher quality trees. Investors can expect a more stable but modest level of returns. Another interesting point about this region is its heavy reliance on the U.S. housing market for lumber demand. However, on a risk-adjusted basis, the lower volatility from capital appreciation (Chart 7) makes the U.S. South a more attractive bet. 2. Plantation Type Natural Plantations: These are generally at higher altitudes with colder temperatures, and therefore tend to have slower growth rates. Investors can expect lower return volatility. Managed Plantations: Mostly located at lower altitudes with warmer climate and higher rainfall. These plantations have scalability, which allows intensive forestry, generating higher returns but higher volatility for investors. Most institutional investors focus on managed plantations to meet their return targets and cash flow patterns. Chart 6Risk-Return Profile Risk-Return Profile Risk-Return Profile Chart 7Return Composition U.S. Farmland & Timberland: An Investment Primer U.S. Farmland & Timberland: An Investment Primer Impacts On A Multi-Asset Portfolio Real assets have unique investment characteristics making them an attractive addition to traditional asset portfolios. In this section, we test farmland and timberland for these properties and conclude with recommendations to allow investors to meet their portfolio needs. Risk-Adjusted Returns: Since real assets' return drivers are mostly long-term and structural, investors can expect a very different risk-return profile (Table 1 & Table 2) to equities and bonds. Looking at historical results, farmland has outperformed even global bonds on a risk-adjusted basis. Timberland has lagged farmland since 1992, given its higher sensitivity to underlying growth dynamics. Table 1Historical Performance (Q1 1992 - Q1 2017) U.S. Farmland & Timberland: An Investment Primer U.S. Farmland & Timberland: An Investment Primer Table 2Rolling Five Year Analysis U.S. Farmland & Timberland: An Investment Primer U.S. Farmland & Timberland: An Investment Primer Both assets enjoy lower volatility relative to equities since only a small fraction of land changes hands every year. However, given the non-normality of alternative asset returns, an investor needs to assess third and fourth degrees of central tendency to get a better understanding of risk exposures. Farmland and timberland, along with venture capital, are the only assets to generate a positive skew. But the impressive characteristic of both assets is their ability to generate positive skew with less than half the volatility of venture capital. Additionally, a positive skew coupled with a positive kurtosis means that investors can expect a higher probability of more extreme positive returns. Since farmland and timberland returns are calculated on quarterly basis, they are exposed to stale price bias. After de-smoothing5 returns, we find that annualized volatility for direct real estate increases from 4.4% to 11.5%, bringing down the risk-adjusted returns to 0.76. On the other hand, farmland and timberland volatility remains pretty much unchanged, making them more attractive investments on a risk-adjusted basis. Inflation Hedge: BCA's view is that inflation will return over the structural horizon.6 Institutional investors with liability-matching mandates will need to protect the real value of their portfolios. Between the two assets, timberland is clearly the superior investment to hedge expected inflation (Chart 8). Additionally, inflation hedging abilities strengthen for longer investment periods. On the other hand, farmland is a relatively poor inflation hedge. This performance difference in inflationary environments can be explained by their respective sensitivity to underlying growth. Timberland is more sensitive to the economic cycle, whereas farmland is rather inelastic to growth because food consumption is relatively stable. However, both farmland and timberland are good hedges for unexpected inflation (Chart 9), something that investors may face in the coming years. Portfolio Diversification: One major difference between real assets and financial assets is that the former derive value from their utility. This generates income streams and capital appreciation patterns that are uncorrelated with traditional assets (Table 3). Both farmland and timberland have low correlations with all major assets, making them attractive for portfolio diversification. However, the relatively strong correlation with private equity can be explained by the "J-Curve" effect. Similar to the early cash-burn phase of private equity funds, both timberland and farmland investments require 1-2 years for trees and crops to grow before their harvesting period. Hence cash flow streams are similar to private equity funds, producing a relatively high correlation. Chart 8Timberland Is The Better Inflation Hedge U.S. Farmland & Timberland: An Investment Primer U.S. Farmland & Timberland: An Investment Primer Chart 9Hedge Unexpected Inflation Hedge Unexpected Inflation Hedge Unexpected Inflation Recession & Bear Market Hedge: Historically, both farmland and timberland returns have proved attractive when traditional markets had a major setback. Apart from attractive relative returns, they were also able to generate positive absolute returns in both recessions and equity bear markets (Chart 10). However, between the two assets, farmland's lower correlation with underlying growth has made it a more attractive pick to hedge market downturns. Farmland and timberland have also shown negative correlation with other alternative assets during market downturns, making them a strong candidate to reduce volatility within an alternative asset portfolio. Table 3Impressive Diversification Potential U.S. Farmland & Timberland: An Investment Primer U.S. Farmland & Timberland: An Investment Primer Chart 10Farmland Is The Better Recession Hedge U.S. Farmland & Timberland: An Investment Primer U.S. Farmland & Timberland: An Investment Primer Public Versus Private Exposure Chart 11Private Vs Public Exposure Private Vs Public Exposure Private Vs Public Exposure Real assets such as farmland and timberland have generally been thought of as investments for large institutional players with patient capital. While there is some truth to this, smaller institutional and retail investors can access these assets through public market alternatives. Investors looking to decide between public vs private market exposure need to consider the following: The tradeoff between liquidity of marketable securities and volatility of returns. Private market exposure come with lower liquidity and lower volatility. Most listed firms in the farm and timber space are vertically integrated, creating exposures different from pure cultivation of crops and timber. Investments in public indices in the agriculture and forestry sector tend to track the more volatile daily moves in commodity prices (Chart 11). Private Market & Direct Exposure: Assets are highly illiquid and can take months to transact. This alternative is better suited for larger investors with a longer-time horizon. Most institutional asset managers place their real asset holdings with specialized managers for a 5-7 year investment period. Additionally, investors with a larger capital allocation can choose greater involvement in strategy development and exposure customization by choosing Separate Managed Accounts (SMA). Investors with less capital, but still looking for a well-diversified allocation should consider a Commingled Fund. Public Market & Indirect Exposure: Assets are highly liquid with considerably higher volatility driven by public market systematic risk. The pitfall is that investors will have no say in the management of their investments. For smaller retail and institutional investors, listed equities7 provide greater accessibility, but at the cost of increased idiosyncratic firm-specific risk. REITs8 and ETFs are structured as open-ended funds making them easy to transact, but at the cost of limited regional and strategy diversification. Valuations & Farm Sector Update Since 2010, farmland and timberland annualized returns have been 12.6% and 5.1% respectively. Timberland's underperformance can be attributed to the weak recovery in U.S. housing since the Global Financial Crisis. Farmland returns have shown resilience during the fall in soft commodity prices. From 2011 to 2016 (Chart 12), while the agricultural price index fell by 50%, farmland outperformed global equities by over 50%. This outperformance can be attributed to the divergence in performance between permanent cropland and annual cropland. The latter is more closely correlated with agricultural commodity indices, making the former a more attractive option during agricultural price shocks. For example, during the same period, permanent cropland returned 160%, whereas annual cropland and global equities generated 70% and 32% respectively. This run-up in farmland prices has made investors skeptical about valuations. Looking at capitalization rates (Chart 13), we can see that timberland valuations have a close relationship with U.S. treasury yields, another validation for its stronger sensitivity to underlying growth. However, with farmland valuations, we see no signs of extreme valuations despite the strong outperformance. Chart 12Demystifying The Farmland Outperformance Demystifying The Farmland Outperformance Demystifying The Farmland Outperformance Chart 13Farmland Is Not Expensive Farmland Is Not Expensive Farmland Is Not Expensive Finally, a few comments on the fundamentals of the U.S. farm sector, and some comparisons with the 1980s farm crisis: A snapshot of the farm sector's balance sheet (Chart 14) shows no excesses. The run-up in farmland prices has taken place with little increase in leverage. This is in contrast to the real estate boom and its subsequent correction during the Global Financial Crisis. However, in real terms the balance sheet looks similar to the peak during the farm crisis in the 1980s. While the level of assets and equity is above the peak of 1980, total debt in real terms is still 20% below the peak. Net farm income (Chart 15) grew at an annualized rate of 5.1% from 1970 to 2013. Since then, however, there has been a significant contraction from $123.7 billion in 2013 to $80.9 billion in 2015. The estimated numbers for 2016 and 2017 are $68.3 billion and $62.3 billion respectively. Chart 14Limited Leverage In Farm Sector Limited Leverage In Farm Sector Limited Leverage In Farm Sector Chart 15Farm Sector Income Statement Farm Sector Income Statement Farm Sector Income Statement Interest coverage has been on a decline since 2013, primarily due to the slowdown in income growth. Average farmland values have risen in line with cash receipts until recently. However, this changed in 2015, where farmland prices diverged from cash receipts. Aditya Kurian, Research Analyst Global Asset allocation adityak@bcaresearch.com 1 https://www.willistowerswatson.com/en-IE/insights/2017/07/Global-Alternatives-Survey-2017 2 www.ncreif.org 3 Farmland Property Index https://www.ncreif.org/data-products/farmland/ 4 Timberland Property Index https://www.ncreif.org/data-products/timberland/ 5 To de-smooth returns, we used a first-order autoregressive model as shown by Rt = A0 + A1 Rt-1 + e, where A1 is the autoregressive coefficient, and A0 is the intercept term. 6 Please see The Bank Credit Analyst Monthly Report titled, "October 2017" dated September 28, 2017, available at bcaresearch.com. 7 Public alternatives for farmland: Farmland Partners (FPI), Gladstone Land Corp (LAND), American Farmland (AFCO), Fresh Del Monte Produce. (FDP), Market Vectors Agribusiness ETF (MOO), PowerShares DB Agriculture ETF (DBA), iPath Bloomberg Grains SubTR ETN (JJG). 8 Public alternatives for timberland: Weyerhaeuser (WY), Rayonier (RYN), Potlatch Corporation (PCH), Guggenheim Timber ETF (CUT), iShares S&P Global Timber & Forestry Index ETF (WOOD).

Highlights Portfolio Strategy The financials sector's fortunes are linked to the path of 10-year Treasury yields. BCA's view of a selloff in the bond market bodes well for this interest rate-sensitive sector. The S&P banks index is on the cusp of flexing its earnings power muscle. Higher profits will serve as a catalyst for a valuation rerating in this key financials sub-sector. The still unloved S&P asset management & custody banks index has significant catch-up potential. We reiterate our high-conviction overweight status. Recent Changes There are no changes to our portfolio this week. Table 1 Later Cycle Dynamics Later Cycle Dynamics Feature The S&P 500 ended last week on a high note, cheering significant progress on the tax bill front and digesting early earnings beats. Given the equity market's lofty valuation starting point, substantial positive profit surprises are now necessary to move the needle in stocks. Encouragingly, IBM's mention of the fall in the U.S. dollar boosting EPS1 may morph into a broad-based theme this earnings season given the currency's mysterious absence we have been flagging in Q2. Beneath the surface, easy fiscal policy prospects coupled with synchronized global growth will likely continue to underpin equities. Importantly, later stages of the business cycle are synonymous with impressive gains in the S&P 500. The unemployment gap, defined as the unemployment rate minus the non-accelerating inflation rate of unemployment (NAIRU), is an excellent leading indicator of the yield curve. Granted, NAIRU is an estimate and we are using the CBO's long-term NAIRU quarterly forecast as an input to the unemployment gap indicator. When the unemployment gap disappears, inflation should start rearing its ugly head, eventually leading the Fed to tighten monetary policy to the point where the yield curve inverts and predicts the end of the business cycle. Empirical evidence suggests that first the unemployment gap closes then the yield curve inverts and the business cycle subsequently ends (Chart 1). However, this indicator has had one miss since the early-1970s, during the second leg of the early-1980s double dip recession. Chart 1Eliminated Unemployment Gap Is Bullish For Equities Eliminated Unemployment Gap Is Bullish For Equities Eliminated Unemployment Gap Is Bullish For Equities Table 2 shows the S&P 500 performance from when the unemployment gap clearly closes until the business cycle ends. In all five iterations that lasted, on average, 28 months, the broad market has risen, on average, by 29%. The unemployment gap has been eliminated since February 2017 and if history at least rhymes the next U.S. recession will arrive some time in 2019 as the SPX hits our peak cycle 3,000 target.2 Another later cycle phenomenon is the disappearance of volatility and the plunge in stock correlations as the Fed tightens monetary policy. While large institutional investors aggressively selling volatility this cycle is dampening vol across asset classes, there is another explanation of the non-existence of vol: synchronized global growth. Chart 2 shows that leading up to the prior three recessions, volatility was drifting lower and remained low, and the common denominator was simultaneous global growth in the late-1980s, late-1990s and mid-2000s. BCA's global (40 country) industrial production composite was expanding during the later stages of the business cycle. Similarly, our global (44 country) global EPS diffusion index and the global synchronicity indicator also depict concurrent global growth. Table 2S&P 500 Returns When##br## The Unemployment Gap Closes Later Cycle Dynamics Later Cycle Dynamics Chart 2Linking Low Vol To ##br##Synchronized Global Growth Linking Low Vol To Synchronized Global Growth Linking Low Vol To Synchronized Global Growth During the later stages of the cycle, equity sector correlations also collapse as earnings fundamentals are key performance drivers and sector differentiation generates alpha, as the broad market enters the last stage of the bull market. As we mentioned in our "SPX 3,000?" Weekly Report on July 10th, this does not mean the S&P 500's path is a linear straight line up until the next recession hits. There are high odds of a 5-10% garden variety pullback materializing which we deem a healthy development and our strategy would be to buy the dip, ceteris paribus. This week we update an early cyclical sector and two key sub-components. Financials: In The Shadows Of The Bond Market While financials stocks have cheered the prospects of a tax bill passage sometime in early 2018 (Chart 3), sell-side analysts have been brutally downgrading financials sector EPS estimates, dealing a blow to most sub-indexes net earnings revisions (Chart 4). True, hurricane-related losses may be the culprit, but such indiscriminate downgrades are unwarranted, and we would lean against such pessimism. Recent profit results corroborate our positive sector bias, but we are still early in the earnings season. Chart 3Dissecting Financials Performance Dissecting Financials Performance Dissecting Financials Performance Chart 4Extreme EPS Pessimism Extreme EPS Pessimism Extreme EPS Pessimism This early cyclical sector is a core overweight portfolio holding and there are high odds of significant relative gains in the coming quarters. Historically, financials stocks had been almost 100% positively correlated with the yield curve slope (Chart 5): a steepening yield curve gooses financials profits, while a flattening one eats into earnings via narrowing net interest margins. This rang true up until the Great Recession. Since then, unconventional monetary policies likely rendered this multi-decade correlation ineffective. In particular, the fed funds rate's zero lower bound caused a shift in the correlation from the yield curve to the 10-year Treasury yield (Chart 6). In fact, changes in the 10-year Treasury yield are now a carbon copy of relative share price momentum (Chart 6). Chart 5Shifting Correlations Shifting Correlations Shifting Correlations Chart 6Financials And UST Yield Are Joined At The Hip Financials And UST Yield Are Joined At The Hip Financials And UST Yield Are Joined At The Hip Thus, accurately forecasting long term interest rates should also dictate the direction of relative share prices, especially given the still historically low fed funds rate. On that front, the Treasury market is priced for the 10-year yield to hit 2.57% in October 2018 from roughly 2.38% currently. We expect the 10-year yield will rise more quickly than is discounted in the forward curve. Our U.S. bond strategists think core inflation will soon resume its modest cyclical uptrend. A parallel recovery in the cost of inflation protection will impart 50-60 basis points of upside to the 10-year Treasury yield by the time core inflation reaches the Fed's 2% target.3 Chart 7 plots the path of the 10-year Treasury yield discounted in the forward curve alongside a path consistent with BCA's view that inflation is poised to head higher. It also shows what this would mean for the 10-year breakeven inflation rate. If core inflation resumes its uptrend, as BCA expects, then financials will have a stellar return year in 2018, all else equal. Chart 7Lots Of Upside Lots Of Upside Lots Of Upside Meanwhile, market participants typically value financials on a price-to-book basis during calamitous times and are very slow in changing metrics once the tremors are behind the sector. We are likely on the cusp of a switch away from P/B and toward forward P/E as a key valuation metric for financials. The current 20% forward P/E discount to the broad market is highly punitive (bottom panel, Chart 5). If the key S&P banks sub-index successfully flexes its earnings power muscle, as we expect, then a valuation rerating phase looms for both banks and financials equities. Banks Hold The Key We remain constructive on the S&P banks index as all three key drivers of bank profits, namely loan growth, price of credit and credit quality, are simultaneously moving in the right direction. Tack on the increasing likelihood of a tax bill becoming law in early 2018, the continued push of the Trump administration to relax bank regulations and pent up demand for shareholder friendly activities including net share retirement and higher dividend payments/payouts, and bank stocks are well positioned to generate impressive returns in the coming quarters. Lower corporate tax rates will boost bank profits directly and indirectly. Fiscal stimulus typically translates into an economic fillip. If small and medium businesses (SME) benefit the most from lower taxes then higher SME profits will lead to a more expansionary mindset and small business owners will likely tap their bankers to finance capital spending plans. As tax certainty increases, so will animal spirits, aiding in kick-starting a virtuous economic cycle. Thus, loan growth is on an upward trajectory. Leading indicators of loan demand are also painting a bright picture for bank profits. C&I and consumer loans, two large credit categories, are both forecast to reaccelerate in the coming months. The ISM manufacturing survey has been on fire lately and consumer confidence has been following closely behind (third & fourth panels, Chart 8). Our credit growth model captures these positive forces and is sending an unambiguously positive message for loan reacceleration in the coming months (Chart 8). Moreover, residential real estate loan origination (the second largest credit category in U.S. dollar terms) should gain steam, underpinned by solid housing market's foundations: house prices are still expanding at a healthy clip (top panel, Chart 9), household formation is running higher than housing starts and mortgage rates are not prohibitive. Chart 8Bright Business And Consumer Credit Outlooks Bright Business And Consumer Credit Outlooks Bright Business And Consumer Credit Outlooks Chart 9Ongoing Valuation Rerating Ongoing Valuation Rerating Ongoing Valuation Rerating The V-shaped recovery in our U.S. credit impulse corroborates this fertile loan backdrop and is heralding an earnings outperformance phase (Chart 10). On the price of credit front, if BCA's bond view pans out in the next year and the 10-year Treasury yield veers closer to 2.8-3% range with rising inflation expectations in the driver's seat (Chart 11), then bank profits should continue to accelerate. Granted, the Fed will also raise rates next year and, at the margin, push up funding costs for the banking sector. However, our working assumption is that banks will remain linked to the 10-year UST yield's fortunes next year. At some point later in the Fed tightening cycle, the yield curve and bank correlation will likely get re-established. But, a flattening yield curve denting NIMs is a 2019 narrative. Finally, credit quality remains pristine despite some pockets of weakness in, subprime especially, auto loans. At this stage of the cycle, near or at full employment, NPLs will remain muted. Importantly, loan loss reserves have recently crossed above non-current loans in Q2 according to the FDIC, for the first time since 2007. Historically, a rising reserve coverage ratio has been synonymous with increasing valuations and the current message is that the banks rerating phase is in the early innings (Chart 12). Chart 10Heed The Positive Credit Impulse Signal Heed The Positive Credit Impulse Signal Heed The Positive Credit Impulse Signal Chart 11Price Of Credit Should Recover Price Of Credit Should Recover Price Of Credit Should Recover Chart 12Pristine Credit Quality Pristine Credit Quality Pristine Credit Quality Bottom Line: We reiterate our early-May overweight stance in the S&P financials sector and continue to overweight the heavyweight S&P banks sub-index. The ticker symbols for the stocks in this index are: BLBG: S5BANKX - WFC, JPM, BAC, C, USB, PNC, BBT, STI, MTB, FITB, CFG, RF, KEY, HBAN, CMA, ZION, PBCT. A Few Words On Asset Management & Custody Banks The S&P asset management & custody banks (AMCB) index sits atop of our high-conviction return table (see page 15), outperforming the broad market by 7.2% since inception. While it is tempting to monetize some of these profits, we choose to remain patient. Likely more gains are in store in the coming months as this financials sub sector maintains its leadership position. If BCA's bond view of a selloff in the 10-year Treasury market transpires in 2018, then the budding rotation out of bond and into equity products will further accelerate. The stock-to-bond ratio captures this shift and it is currently flashing green (Chart 13). Overall assets under management are also rising and are a boon for the AMCB group's profit prospects, on the back of higher equity prices and also higher flows into stocks in general (bottom panel, Chart 13). Vibrant global economic sentiment, as measured by the IFO's World Economic Survey (top panel, Chart 14), and domestic (and global) manufacturing resurgence should continue to underpin M&A activity and sustain the high levels of margin debt. Both of these factors suggest that AMCB profit drivers are accelerating and will likely serve as a catalyst to unlock excellent value in this still unloved financials sub-group (middle panel, Chart 14). Chart 13Increasing AUMs... Increasing AUMs... Increasing AUMs... Chart 14...And Rising Animal Spirits Are Bullish For AMCB ...And Rising Animal Spirits Are Bullish For AMCB ...And Rising Animal Spirits Are Bullish For AMCB Adding it up, the still undervalued AMCB index has sizable catch-up potential, especially if the equity risk premium (ERP) continues to narrow in the coming quarters, as we expect (ERP shown inverted, bottom panel, Chart 14). Bottom Line: The S&P AMCB index remains a high-conviction overweight. The ticker symbols for the stocks in this index are: BLBG: S5AMGT-BK, BLK, STT, AMP, NTRS, TROW, BEN, IVZ, AMG. Anastasios Avgeriou, Vice President U.S. Equity Strategy & Global Alpha Sector Strategy anastasios@bcaresearch.com 1 Please see BCA U.S. Equity Strategy Weekly Report,"Dollar The Great Reflator" dated September 18, 2017, available at uses.bcaresearch.com. 2 Please see BCA U.S. Equity Strategy Weekly Report,"SPX 3,000?" dated July 10, 2017, available at uses.bcaresearch.com. 3 Please see BCA U.S. Bond Strategy Weekly Report,"Living With The Carry Trade" dated October 17, 2017, available at usbs.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor small over large caps and stay neutral growth over value.

Highlights This week, we are reviewing all our current active trades in our Tactical Overlay. As a reminder, these positions (Table 1) are meant to complement our strategic GFIS Model Fixed Income Portfolio, typically with shorter holding periods and occasionally in smaller or less liquid markets outside our usual core bond market coverage (i.e. U.S. TIPS or Swedish interest rate swaps). This report includes a short summary of the rationale behind each position, as well as a decision on whether to continue holding the trade, close it out or switch to a new position that may more efficiently express our view. The trades are grouped together by the country/region that is most relevant for the performance of each trade. Table 1GFIS Tactical Overlay Trades Updating Our Tactical Overlay Trades Updating Our Tactical Overlay Trades Feature U.S. Short July 2018 Fed Funds futures (HOLD). Long 5-year U.S. Treasury (UST) bullet vs. 2-year/10-year duration-matched UST barbell (HOLD). Long U.S. TIPS vs. nominal USTs (HOLD). Short 10-year USTs vs. 10-year German Bunds (HOLD). The tactical trades that we have been recommending within U.S. markets all have a common theme - positioning for an expected rebound in U.S. inflation that will push up U.S. bond yields. We are maintaining all of them. The drift lower in realized inflation rates since the spring has been a surprise given the backdrop of above-potential growth, low unemployment and a weakening U.S. dollar. On the back of this, markets have priced out several of the Fed rates hikes that had been expected over the next year, leaving U.S. Treasury yields at overly-depressed levels. Back on July 11th, we initiated a recommendation to short the July 2018 fed funds futures contract (Chart 1). This was a position that would turn a profit if the market moved to once again discount multiple Fed rate hikes by mid-2018. The trade has a modest profit of 9bps, but with scope for additional gains if the market moves to discount 2-3 hikes by the middle of next year. Our base case scenario is that the Fed will lift rates again this December, and deliver additional increases next year amid healthy growth and with inflation likely to grind higher towards the Fed's 2% target. With the market discounting 46bps of rate hikes over the next year, there is scope for additional profits in our fed funds futures trade. Another tactical position that we've been recommending is a butterfly trade within the U.S. Treasury (UST) curve, long a 5-year UST bullet versus a duration-matched 2-year/10-year UST barbell. This is a position that would benefit from a bearish steepening of the UST curve as the market priced in higher longer-term inflation expectations (Chart 2). We have held that trade for a much longer period than a typical tactical trade, going back nearly a full year to December 20th, 2016. Yet while the UST curve has flattened since that date, our trade has delivered a return of +18bps. This outperformance can be attributed to the undervalued level of the 5-year bullet at the initiation of the trade. Chart 1Stay Short July 2018##BR##Fed Funds Futures Stay Short July 2018 Fed Funds Futures Stay Short July 2018 Fed Funds Futures Chart 2Stay Long The 5yr UST Bullet Vs.##BR##The 2yr/10yr UST Barbell Stay Long The 5yr UST Bullet Vs The 2yr/10yr UST Barbell Stay Long The 5yr UST Bullet Vs The 2yr/10yr UST Barbell While that valuation cushion no longer exists (bottom panel), longer-term TIPS breakevens are back to the levels seen last December (middle panel), thanks in no small part to much higher energy prices (top panel). This leaves the UST curve at risk of a bearish re-steepening on the back of rising inflation expectations. Add in a U.S. dollar that is -2.5% weaker from year-ago levels (Chart 3, middle panel), and a solid U.S. economic expansion that should eventually translate into rising core inflation momentum (bottom panel), and the case for a steeper UST curve over the next 3-6 months is a strong one. The above logic also supports our trade recommendation to go long U.S. TIPS vs. nominal USTs, which is up +248bps since inception on August 23, 2016. We have been holding this trade for much longer than our usual tactical recommendations, but we will not look to take profits until we see the 10-year breakeven (now at 186bps) return back to levels consistent with the Fed's 2% PCE inflation target (i.e. headline U.S. CPI inflation back to 2.5%). One final tactical trade that will benefit from higher UST yields is our recommendation to position for a wider spread between 10-year USTs and 10-year German Bunds. This trade was initiated on August 9th of this year, and has delivered a profit of +9bps. Yet the UST-Bund spread still looks too low relative to shorter-term interest rate differentials that favor the U.S. (Chart 4, top panel). With U.S. data starting to surprise more on the upside than Euro Area data (middle panel), and with UST positioning still quite long (bottom panel), there is potential for additional near-term UST-Bund spread widening. The upcoming decision by the European Central Bank (ECB) on potential tapering of its asset purchases next year represents a potential risk for the long Bund leg of our recommended trade. Any hawkish surprises on that front would be a likely catalyst for us to close out this position. Chart 3Stay Long U.S. TIPS Vs. Nominal USTs Stay Long U.S. TIPS Vs. Nominal USTs Stay Long U.S. TIPS Vs. Nominal USTs Chart 4Stay Short 10yr USTs Vs. German Bunds Stay Short 10yr USTs vs German Bunds Stay Short 10yr USTs vs German Bunds Euro Area Long 10yr Euro Area CPI swaps (HOLD). Long 5-year Spain vs. 5-year Italy in government bonds (HOLD). We have two recommended tactical trades that are specifically focused on developments in the Euro Area. We are maintaining both of them. As a way to position for an eventual pickup in European inflation, we entered a long position in 10-year Euro Area CPI swaps back on December 20th, 2016. That trade is now estimated to have a profit of +29bps, as market-based inflation expectations have drifted higher in the Euro Area. The simple reason for that increase is that realized inflation has moved higher on the back of rising energy costs, as there is a very robust correlation between the annual growth rate of oil prices (denominated in euros) and headline Euro Area inflation (Chart 5). More importantly, the booming Euro Area economy, which has eaten up much of the spare capacity in the Europe, has boosted wage growth and core inflation to levels seen prior to the disinflation shock from the 2014/15 collapse in oil prices (bottom panel). With no signs of any imminent slowing of Euro Area growth that could raise unemployment and slow underlying inflation pressures, the trend for inflation expectations in Europe is still upward. The current 10-year Euro Area CPI swap at 1.5% is still well beneath the ECB's inflation target of "just below" 2% on headline CPI, so there is room for inflation expectations to continue drifting higher. ECB tapering of asset purchases is not an immediate threat to this trade, as the central bank is still likely to keep buying bonds next year (at a slower pace), while holding off on any interest rate increases until late 2019. In other words, the ECB will not be looking to act to slow economic growth to bring down Euro Area inflation anytime soon. Our other tactical trade recommendation in Europe is a relative value spread trade, long 5-year Spanish government debt versus 5-year Italian bonds. This trade was initiated on December 13th, 2016 and currently has only a modest gain of +9bps, although the profits were much larger earlier this year. Italian bonds have been outperforming on the back of improving Italian economic growth (Chart 6, top panel) and, recently, a generalized sell-off in Spanish financial assets on the back of the political uncertainty in Catalonia. Chart 5Stay Long 10yr##BR##Euro Area CPI Swaps Stay Long 10yr Euro Area CPI Swaps Stay Long 10yr Euro Area CPI Swaps Chart 6Stay Long 5yr Spanish Government Bonds Vs.##BR##5-Year Italian Debt Stay Long 5yr Spanish Government Bonds Vs 5-Year Italian Debt Stay Long 5yr Spanish Government Bonds Vs 5-Year Italian Debt Our colleagues at BCA Geopolitical Strategy have been downplaying the threat to Spanish political stability from the Catalonian independence movement, given that the polling data shows only 35% for outright independence from Spain. At the same time, the poll numbers in Italy for the upcoming parliamentary elections are much closer, with parties favoring less integration with Europe holding a slight lead over more "establishment" parties (bottom two panels). With the bulk of the cyclical convergence between Italian and Spanish growth now largely completed, and with a greater potential for future political instability in Italy compared to Spain, we expect that Spain-Italy spreads will tighten further back to the lows seen at the beginning of 2017 (-64bps on the 5-year spread). That is a level we are targeting on our current tactical trade recommendation. Canada Short 10-year Canadian government bonds vs. 10-year USTs (TAKE PROFITS). Long Canada/U.K. 2-year/10-year government bond yield curve box, positioning for a relatively flatter Canadian curve (TAKE PROFITS). Short 5-year Canada government bond versus a duration-matched 2-year/10-year barbell (TAKE PROFITS). We have three different Canadian fixed income trades in our Tactical Overlay, all of which were biased towards tighter monetary policy in Canada: a Canada-U.S. bond spread widener, a yield curve box trade versus the U.K. and a curve flattener expressed as a barbell trade (Chart 7) All three positions are in the money, but we now recommend taking profits. We had initiated these recommendations in a very timely fashion earlier in the year at a time when the Bank of Canada (BoC) was sending a relative dovish message. In our view, the Canadian economy was building significant upward momentum that would eventually force the central bank to shift its policy bias. This would especially be true with the Fed also in a tightening cycle, given the typical tendency for the BoC to follow the Fed's policy actions. Several members of the BoC monetary policy committee began to sing a more hawkish tune over the summer, particularly after the release of the Q2 BoC Business Outlook Survey. That robust report, which was confirmed by a 2nd quarter GDP growth rate of nearly 4% (Chart 8), led the BoC to deliver not one by two unexpected interest rate hikes in July and September. Markets reacted accordingly, driving Canadian bond yields higher and flattening the yield curve. Chart 7Take Profits On Bearish Canadian Bond Trades Take Profits On Bearish Canadian Bond Trades Take Profits On Bearish Canadian Bond Trades Chart 8Canadian Growth Set To Cool Off A Bit Canadian Growth Set To Cool Off A Bit Canadian Growth Set To Cool Off A Bit Now, we see the market pricing as having gone a bit too far, too quickly. The Q3 Business Outlook Survey, released yesterday, was still positive but with readings softer than the booming Q2 report. Meanwhile, the commentary from the BoC has become more balanced, with BoC Governor (and BCA alumnus) Stephen Poloz describing the central bank as being more "data dependent" after the recent rate hikes. Markets are now pricing in another 72bps of rate hikes over the next year, even with our own BoC Monitor off the peak (Chart 9). Chart 9Our BoC Monitor Is Peaking Our BoC Monitor Is Peaking Our BoC Monitor Is Peaking From a tactical perspective, the repricing of the BoC that we expected earlier this year is now largely complete. Thus, we are taking profits on all three Canadian trades: Canada-U.S. spread trade: initiated on January 17th, profit of +43bps. Canada/U.K. box trade: initiated on May 16th, profit of +67bps. Canada 2yr/5yr/10yr butterfly trade: initiated on December 6th, 2016, profit of +95bps. From a strategic perspective, we still see a case where the BoC can deliver additional rate hikes and keep upward pressure on Canadian bond yields. The output gap in Canada is now closed, according to BoC estimates, and additional strength in the economy now has a greater chance in translating to higher inflation. Strong global growth, especially in the U.S., will also support Canadian export growth and feed into rising capital spending. While the rate hikes have help boost the value of the Canadian dollar (CAD), the exchange rate (on a trade-weighted basis) also largely reflects a rising value of energy prices and is, therefore, should provide an additional boost to growth via stronger terms-of-trade (bottom panel). In other words, the rising CAD will not prevent additional BoC rate hikes if oil prices remain strong. Thus, we are maintaining our underweight recommendation on Canadian government bonds in our strategic model bond portfolio, even as we take profits on our bearish Canadian tactical trades. Australia Long a 2-year/10-year Australia government bond curve flattener (SELL AND SWITCH TO NEW TRADE). On July 25th of this year, we entered into a 2-year/10-year curve flattener trade for Australia. Though employment was improving and house prices were booming in Australia, the wide output gap, high level of consumer indebtedness and lack of real wage growth was keeping the Reserve Bank of Australia (RBA) inactive. In our view, nothing has changed since then; the RBA remains in a very difficult position. While the yield curve flattened substantially following the initiation of our trade, the global rise in long-term yields since mid-September lifted Australian longer-maturity yields, and the yield curve with it (Chart 10). Now, Australian long-term yields are not reflecting domestic fundamentals but are instead driven by improving global growth. As such, we are closing the trade and initiating a new position - long Dec 2018 Australian Bank Bill futures - as a more focused way to express the view that the RBA will stay on hold for longer than markets expect. Markets are currently pricing in 30bps of RBA rate hikes over the next twelve months. We believe this will be unlikely, for several reasons. Macroprudential measures on the Australian housing market will continue to dampen credit growth. Core inflation is slowly rising but still far below the central bank's target. Additionally, there is plenty of slack in the labor market despite the spike in employment growth. This is evidenced in anemic real wage growth, stubbornly high underemployment rate, low hours worked and high percentage of part-time to full-time workers (Chart 11). Chart 10Close Australian Government##BR##Bond 2yr/10yr Flattener Close Australian Government Bond 2yr/10yr Flattener Close Australian Government Bond 2yr/10yr Flattener Chart 11RBA Unlikely To Deliver##BR##Discounted Rate Hikes RBA Unlikely To Deliver Discounted Rate Hikes RBA Unlikely To Deliver Discounted Rate Hikes The biggest risk to our new trade would if signs of a tighter Australian labor market started to feed through into faster wage growth, which would likely coincide with faster underlying price inflation and a more hawkish turn by the RBA. New Zealand Long 5-year NZ government bonds vs. 5-year USTs (currency hedged). Long 5-year NZ government bonds vs. 5-year Germany (currency unhedged). Chart 12Stay Long 5yr NZ Government Bonds##BR##Vs. U.S, & Germany Stay Long 5yr NZ Government Bonds Vs U.S, & Germany Stay Long 5yr NZ Government Bonds Vs U.S, & Germany We entered two New Zealand (NZ) tactical bond trades on May 30th, going long 5-year government bonds vs. U.S. and Germany (Chart 12). We expected NZ spreads to tighten faster than the forwards based on our more hawkish views on the Fed and, to a lesser extent, the ECB relative to the more dovish view on the Reserve Bank of New Zealand (RBNZ). The outright bond spreads have tightened and, on a currency-hedged basis, both trades are in the money. Our dovish view on the RBNZ came from the central bank's own forecasts, which called for slowing headline inflation on the back of softer "tradeables" inflation and a sharp cooling of domestic "non-tradeables" inflation through a slowing housing market (Chart 13, bottom two panels). Our own RBNZ Monitor has been calling for the need for higher interest rates in NZ, mostly from the strength in the labor market. Yet we have been ignoring that signal, as has the market which has priced out one full expected RBNZ rate hike since the beginning of the year. With business confidence rolling over, and with the trade-weighted NZ dollar still staying at stubbornly strong levels, the case for the RBNZ to deliver even a single rate hike is not a strong one - especially given the soft inflation forecasts of the central bank. Thus, we are sticking with our tactical spread trades for NZ versus the U.S. and Germany. We are maintaining the currency hedge on the U.S. version of the trade, as we typically do for the vast majority of our cross-country spread trade recommendations. Occasionally, however, we will make an active decision to do a spread trade UN-hedged if we felt very strongly about a currency move. We did that for our NZ-Germany spread trade and this has cost us in the performance of the trade, which is down -3.4%. This is because of a surprisingly large decline in the New Zealand dollar (NZD) versus the euro since the inception of our trade. Yet a review of the technical indicators on the NZD/EUR currency cross shows that the currency pair is now very stretched versus its medium-term trend (the 40-week moving average), with price momentum also at some of the most negative levels of the past decade (Chart 14). These measures suggest that the worst of the downturn in the currency is likely over. The relative positioning on the two individual currencies is now neutral, as long positions on the NZD have been reduced (bottom panel). Chart 13RBNZ Dovishness Is Justified RBNZ Dovishness Is Justified RBNZ Dovishness Is Justified Chart 14Keep NZ/Germany Position Currency Unhedged Keep NZ/Germany Position Currency Unhedged Keep NZ/Germany Position Currency Unhedged Given these technical indicators, and from these current levels, we see greater upside potential for NZD/EUR in the months ahead. This leads us to maintain our unhedged currency position on the NZ-Germany spread trade so as not to realize the current mark-to-market losses on the trade. Sweden Pay 18-month Sweden Overnight Index Swap (OIS) rate (TAKE PROFITS). We entered into a bearish Swedish rates position back on November 22nd, 2016, paying Sweden 18-month Overnight Index swap rates (Chart 15). At the time, we expected the Riksbank to begin hiking interest rates earlier than what was priced in the markets IF inflation reached the central bank target faster due to a weaker Swedish krona. We also believed that the economy would continue to expand at a robust pace when the economy had no spare capacity, creating additional upside inflation surprises. According to the Riksbank's latest Monetary Policy Statement (MPS), the central bank will likely keep the repo rate at -0.5% until mid-2018, while continuing its asset purchase program until the end of this year - even with an overheating economy. This is because realized inflation has remained below the Riksbank target for a long period of time and, although current inflation is above target, it was not necessary to immediately tighten conditions. More likely, the Riskbank is worried about the potential for the krona to appreciate - especially versus the euro - if rate hikes are delivered. It will only be a matter of time before the central bank is forced to tighten policy with the economy likely to strengthen further, led by solid domestic demand, strong productivity growth, and improving exports. Consumption is also expected to increase as households have scope to cut back their high level of savings. Combining the Riksbank's easing policy with the current strength of the economy and the tightness of the labor market, inflation is very likely to return to the 2% target in the next year or two (Chart 16). Chart 15Close Sweden OIS Trade Close Sweden OIS Trade Close Sweden OIS Trade Chart 16Riksbank More Worried About SEK Than Inflation Riksbank More Worried About SEK Than Inflation Riksbank More Worried About SEK Than Inflation However, if the Riskbank remains too concerned about the currency versus the euro, as we suspect, then this will prevent any shift to a more hawkish stance before any change from the ECB. That is unlikely to happen over the next year, at least, even if the ECB slows the pace of asset purchases as we expect. Thus, we are closing out our Sweden 18-month Overnight Index Swap position at a small profit of 12bps. We have already kept this trade for longer than the typical investment horizon for one of our tactical overlay trades. We will investigate the potential for more profitable trade opportunities in the Swedish fixed income markets in a future report. Korea Long a 2-year/10-year Korean government bond yield curve steepener (HOLD). We recommended entering into a 2-year/10-year steepening trade in the Korean government bond yield curve on May 30th, 2017. Since then, the yield curve has flattened by 7bps, which was mainly caused by an unexpected rise in the 2-year yield, rather than a decline in 10-year yield (Chart 17). Korea is currently enjoying a solid business cycle upturn. Leading economic indicators are rising, the year-over-year growth in exports has risen to a 7-year high and previously sluggish private consumption has also rebounded recently. The Bank of Korea (BoK) is of the view that the recovery will continue and consumer price inflation will stabilize at the target level over the medium-term. This recovery should cause the 2/10 curve to steepen as longer-term inflation expectations rise. Based on South Korean President Moon's aggressive fiscal plans to increase welfare spending and create jobs in the public sector, at a time when the economy is good shape, we still believe that long-end of the curve (10-year) will rise. In addition, as shown in Chart 18, the 26-week rolling beta of changes in the 10-year UST yield and Korean 10-year bond is very high, nearly 1. Given our bearish view on USTs, this implies Korean yields can follow suit. On the other hand, the correlation between the 2-year UST yield and equivalent maturity Korean yields is much lower (4th panel), as Korean rate expectations have not been following those of the U.S. higher - even with a stronger Korean economy. Most likely, this is due to investors downplaying the potential for the BoK to match Fed rate hikes tick-for-tick given the heightened tensions between the U.S. and North Korea. Chart 17Stay In Korea 2yr/10yr##BR##Government Bond Steepener Stay In Korea 2yr/10yr Government Bond Steepener Stay In Korea 2yr/10yr Government Bond Steepener Chart 18Long-Term Korean##BR##Yields Are Too Low Long-Term Korean Yields Are Too Low Long-Term Korean Yields Are Too Low We still believe the Korean curve can steepen as longer-term yields rise, although we will be monitoring the behavior of shorter-dated Korean yield as the situation between D.C. and Pyongyang evolves. If investors begin to demand a higher risk premium on Korean assets, particularly the Korean won, then 2-year Korean yields may rise much faster and our curve trade may not go our way. Robert Robis, Senior Vice President Global Fixed Income Strategy rrobis@bcaresearch.com Patrick Trinh, Associate Editor Patrick@bcaresearch.com Ray Park, Research Analyst ray@bcaresearch.com The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Updating Our Tactical Overlay Trades Updating Our Tactical Overlay Trades Recommendations Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Revisiting the shadow banking system 10 years later. The September CPI data is unlikely to resolve the inflation debate at the Fed. How to invest in a late cycle environment. Wage Inflation was on the rise even before the hurricanes. Feature Chart 1September CPI And Retail Sales Keep##BR##The Fed On Track To Tighten September CPI And Retail Sales Keep The Fed On Track To Tighten September CPI And Retail Sales Keep The Fed On Track To Tighten The state of the U.S. business cycle, and what could end it, were key topics of conversation at BCA's semi-annual Research Advisory Board meeting in early October. Most participants agreed with the BCA view that the economy is in the late stages of the economic cycle, and a few suggested that another bubble in the shadow banking sector may end the expansion. With those discussions in mind, we review the state of the shadow banking in the first section of this report and then examine how key aspects of the economy and U.S. asset classes behave while the U.S. economy is in the final stages of an expansion. In the final section, we take another look at wage inflation signals from the hurricane impacted September jobs report, and conclude that wage growth has accelerated even excluding the effect of the storms. The September CPI and retail sales data were also impacted by the storm, but the message is that the underlying economy is strong enough to generate some inflation (Chart 1), although the September CPI is unlikely to resolve the inflation debate at the Fed. The minutes of last month's FOMC meeting (released last week) indicate that the upcoming inflation data could be pivotal to whether the Fed delivers another rate hike in December. There are two more CPI reports ahead of the December FOMC meeting (with the second release coming on the day of the policy announcement). While the September CPI data was hard to interpret due to the storms, the next few data prints need to affirm the Fed's forecast that core inflation is indeed recovering from the "transitory weakness" seen earlier this year. BCA's U.S. bond strategists believe that inflation will be strong enough for the Fed to justify a hike in December and recommend below-benchmark duration for fixed income portfolios. Shadow Banking Update At current levels, shadow banking activity in the U.S. is not a threat to the economic expansion. The ratio of financial sector debt to non-financial sector debt is a rough proxy of how the system can leverage existing debt into new securities and boost credit creation (Chart 2). As financial innovation and deregulation boosted system liquidity, outstanding financial debt as a percentage of non-financial debt climbed from 10% in the mid-1970s to over 50% in 2008. In Q2 2017, the shadow banking proxy stands at only 33%, because the global financial crisis and subsequent reregulation of the financial sector have reigned in excesses. The last time that the ratio was this low was in the late 1990s. Bank lending standards highlight key differences between the backdrop in the mid-2000s and today (Chart 3). In the mid-2000s, even as the Fed had boosted rates by 425 basis points, lending standards were easy and loosening. In contrast, the 100 bps increase in the Fed funds rate since late 2015 was accompanied by a tightening of lending requirements. Moreover, lending criteria were already tight when the Fed began its latest rate hikes. Chart 2The Shrinking Shadow##BR##Banking Sector The Shrinking Shadow Banking Sector The Shrinking Shadow Banking Sector Chart 3Bank Lending Standards Tighter##BR##Today Than In Mid '00s Bank Lending Standards Tighter Today Than in Mid '00s Bank Lending Standards Tighter Today Than in Mid '00s The Fed and other regulators are more attuned to financial excesses than they were a decade ago. The central bank under Yellen has raised the profile of financial stability.1 BCA views "financial stability" as a third mandate for the central bank, along with low and stable inflation, and full employment. That said, the Fed did not assess financial stability at the September FOMC meeting and the topic was only briefly mentioned by Fed staff and FOMC participants. At the July 2017 meeting, the central bank's staff characterized the "financial vulnerabilities of the U.S. financial system" as moderate on balance. BCA expects that the Fed will return to the topic at either one or both remaining FOMC meetings in 2017. The October 2017 Bank Credit Analyst Monthly Report2 provided a checklist of liquidity measures to watch as the U.S. economy enters the end of an elongated expansion. In view of these indicators, we would describe liquidity conditions in the U.S. as fairly accommodative, although not nearly as abundant as prior to the Lehman event in 2008. Monetary conditions are super easy, while balance sheet and financial market liquidity are reasonably constructive. In contrast, funding liquidity, while vastly improved since the global financial crisis, is still a long way from the pre-Lehman go-go years (as per indicators such as bank leverage). The Fed is set to begin the process of unwinding the massive amount of monetary liquidity created by its quantitative easing program. This has the potential to undermine other types of liquidity in the financial system, leading to a correction in risk assets. However, the BCA Special Report argues that the reaction of the bond market is more important for risk assets than the balance sheet adjustment itself. If inflation only edges higher and market expectations for the upward path of the Fed funds rate remain gentle, then risk assets should take the balance sheet unwind in stride. An abrupt upward shift in inflation would be an altogether different story. Bottom Line: The U.S. expansion entered a late-cycle environment near the close of 2016 as the unemployment rate dipped below NAIRU. Nonetheless, none of our recession-timing indicators warns that a downtown is imminent3 and the financial excesses in the end stage of the 2001-2007 economic expansion are not present today. If the next recession begins in the second half of 2019, then global equities will probably peak earlier that year or in late 2018. Given the starting point for valuations, U.S. equities may decline by 20% to 30% peak-to-trough. Stay overweight equities for now. The time to trim exposure could come in mid-2018. Late-Cycle Playbook Chart 4Easier Financial Conditions##BR##Will Boost U.S. Growth Easier Financial Conditions Will Boost U.S. Growth Easier Financial Conditions Will Boost U.S. Growth Easing financial conditions will lead to faster U.S. GDP growth in the next few quarters. Financial conditions have eased sharply this year due to a strengthening stock market, narrower credit spreads and a weaker dollar. Changes in financial conditions lead growth by about 6 to 9 months, implying that U.S. growth could reach 3% early next year (Chart 4). This could drop the unemployment rate to 3.5% by end-2018, more than one point below the Fed's estimate of full employment and even lower than the 2008 low of 3.8%. Rising inflation will compel the Fed to lift rates aggressively next year to cool the economy and push the unemployment rate back above NAIRU. The U.S. has never averted a recession in the post-war era when the unemployment rate has increased by more than one-third of a percentage point. BCA's stance is that the U.S. economy enters the expansion's final stage when the unemployment rate dips below NAIRU. Chart 5 shows that the unemployment rate moved below NAIRU in November 2016. In the past 45 years, the economy has spent an average of 33 months in late-cycle mode ahead of 5 recessions. The exception was 1981-82 when the unemployment rate did not dip below NAIRU ahead of the recession; we treated the separate 1980 and 1981-82 recessions as one episode. Note that several of these late-cycle intervals overlap with recessions (vertical lines on Charts 5, 6 and 7 indicate the start of recessions). Chart 5Late Cycle Performance Of Stocks, Bonds, & Commodities Late Cycle Performance Of Stocks, Bonds, & Commodities Late Cycle Performance Of Stocks, Bonds, & Commodities The late-cycle environment favors equities over Treasuries, gold and oil, but other risk assets (small caps, investment-grade and high-yield corporates) underperform (Table 1). The dollar drops by an average of 5% in late cycles and it moved lower in 4 of the 5 previous episodes. Oil is a consistent late-cycle performer, climbing in all the stages in our analysis. The average returns across all assets classes are similar, even excluding the 1973 OPEC oil embargo and the 1987 stock market crash. Nonetheless, asset class returns in the current environment have mostly run counter to history. Table 1Late Cycle Performance Of Stocks, Bonds, & Commodities The Late-Cycle View The Late-Cycle View In typical late-cycle performance, U.S. stocks have outperformed Treasuries since November 2016, the dollar has weakened and oil is up, though by far less than in an average late cycle. However, both investment-grade and high-yield corporate bonds have outpaced Treasuries, and small caps have beaten large caps. Moreover, gold prices have dropped. However, the current late-cycle period has been in place for only 10 months, which is more than two years short of the 33-month average of late cycles since 1972 (Table 1). Furthermore, the level of S&P 500 earnings, both trailing and forward, also rise uniformly in late cycles. That said, earnings growth tends to peak about halfway through each cycle, but we note that we have only forward EPS data for three of the five episodes in our analysis. Profit margins take the same course as earnings and earnings growth (Chart 6). The late-cycle climb in wages and labor compensation impacts margins. Additionally, inflation tends to escalate during late cycles (Chart 7). Chart 6S&P 500 Earnings And Margins In Late Cycle S&P 500 Earnings And Margins In Late Cycle S&P 500 Earnings And Margins In Late Cycle Chart 7Inflation And Interest Rates During Late Cycles Inflation And Interest Rates During Late Cycles Inflation And Interest Rates During Late Cycles Bottom Line: The late-cycle environment may persist for another two years or so, favoring stocks over bonds, a weaker dollar and higher oil prices. Although we are overweight both investment-grade and high-yield corporate bonds, these two asset classes tend to underperform Treasuries as the business cycle fades. We also expect wages and inflation to continue to mount, suggesting that duration should be kept short. The late-cycle pattern is at odds with BCA's view that the dollar will appreciate modestly in the next 12 months. However, the dollar's trajectory depends both on Fed policy and the direction of rates in the economies of the major U.S. trading partners. The Bank of Canada will be lifting rates in the coming quarters, but policy rates will be flat for some time in the Eurozone and Japan, such that interest rate differentials will shift in favor of the dollar on a multi-lateral basis. Another Look At Wage Inflation In last week's report4 we indicated that the September jobs report was difficult to interpret due to the impacts of Hurricanes Harvey and Irma. Specifically, we stated that the unexpected 0.5% month-over-month gain in average hourly earnings should be discounted. Employment in the low-paying leisure and hospitality sector fell by 111,000 in September, helping to boost the aggregate average hourly wage. These wages will correct lower as these workers return to their jobs post-hurricane recovery. A closer look at the wage data, however, suggests that the acceleration in wage growth in September 2017 to 2.9% from 2.7% in August and a recent low of 1.9% in 2014, has been in place for some time. Admittedly, the 2.9% year-over-year reading on wage inflation, may have overstated labor costs in September. That said, at 56% in August, the percentage of U.S. states where the year-over-year percentage change in average hourly earnings is rising has been on the upswing since mid-2014. The August reading was the highest since 2012 (Chart 8). In Chart 9, we created an "equally-weighted" AHE measure to adjust for shifts in the composition of the labor market, but we found that the recent deceleration is not linked to compositional effects. Since wage growth bottomed out in late 2012, the compositional shifts slightly lowered wage inflation on average, but the growth rates today are roughly the same. Chart 10 updates research by the Kansas City Fed5 that found only a few industries (mostly in the goods-producing sector) account for most of the rise in wages, notably manufacturing, construction and wholesale trade. Financial services, retail, professional and business services, and leisure and hospitality - all service sector industries - were the laggards. The report shows that although earnings growth has fallen behind in service-oriented industries since 2015, hours worked have increased faster than in the goods-producing sector. Chart 856% Of States Have Seen##BR##Higher Wage Inflation 56% Of States Have Seen Higher Wage Inflation 56% Of States Have Seen Higher Wage Inflation Chart 9Compositional Effects Do Not##BR##Explain Recent Wage Weakness Compositional Effects Do Not Explain Recent Wage Weakness Compositional Effects Do Not Explain Recent Wage Weakness Chart 10Acceleration In Hours Worked##BR##Should Lead To Faster Wage Growth Acceleration In Hours Worked Should Lead To Faster Wage Growth Acceleration In Hours Worked Should Lead To Faster Wage Growth Moreover, the August JOLTS data also provides evidence that the labor market began to tighten before the effects of Harvey and Irma. The quit rate matched a 15-year high in August, and job openings were at an all-time high. Job openings in the leisure and hospitality sector were at all-time highs in August, and the quit rate in that storm-impacted industry stood at 4.2% (Chart 11). Even excluding the leisure and hospitality industry from the average hourly earnings data, wage growth has unambiguously climbed in the past 1- and 3- months (Chart 12). Chart 11Overall Job Openings And Quit Rates##BR##Vs. Leisure And Hospitality Overall Job Openings And Quit Rates Vs. Leisure And Hospitality Overall Job Openings And Quit Rates Vs. Leisure And Hospitality Chart 12Wage Acceleration Evident Even##BR##Excluding Leisure And Hospitality Wage Acceleration Evident Even Excluding Leisure And Hospitality Wage Acceleration Evident Even Excluding Leisure And Hospitality Bottom Line: Wage inflation was on the upswing even before the hurricanes hit in late August and September. Persistent wage inflation will allow the Fed to raise rates again in December and three or four times next year. This supports BCA's underweight stance on duration. John Canally, CFA, Senior Vice President U.S. Investment Strategy johnc@bcaresearch.com 1 Please see BCA's U.S. Investment Strategy Weekly Report, "The Fed's Third Mandate," July 24, 2017. Available at usis.bcaresearch.com. 2 Please see The Bank Credit Analyst Monthly Report, "Liquidity And The Great Balance Sheet Unwind," October 2017. Available at bca.bcaresearch.com. 3 Please see BCA's Global Investment Strategy Weekly Report, "Strategy Outlook Fourth Quarter 2017: Goldilocks And The Recession Bear," October 4, 2017. Available at gis.bcaresearch.com. 4 Please see BCA's U.S. Investment Strategy Weekly Report, "Small Cap Surge," October 9, 2017. Available at usis.bcaresearch.com. 5 "Wage Leaders and Laggards: Decomposing The Growth In Average Hourly Earnings," Willem Van Zandweghe, Federal Reserve Bank of Kansas City, February 15, 2017.

Highlights Looking into 2018, the major risk factors driving gold - inflation and inflation expectations; fiscal and monetary policy; and geopolitics - will, on balance, continue to favor gold as a strategic portfolio hedge. We expect gold will provide a good hedge against rising inflation. However, this will be partially mitigated by Fed rate hikes next year. On the back of tighter U.S. monetary policy, our macroeconomists expect a recession by 2H19, possibly earlier in 2019, which likely would be sniffed out by equity markets as early as 2H18. Our analysis indicates gold will provide a good hedge against this expected recession and the associated equity bear market.1 Lastly, geopolitical risks from (1) U.S.-North Korea tensions, (2) trade protectionism of the Trump administration and (3) ongoing conflicts in the Middle East will support gold prices next year, given the metal's safe-haven properties. Energy: Overweight. At the end of 3Q17, our open energy recommendations were up 45%, led by our long Dec/17 WTI $50/bbl vs. $55/bbl Call spread. We closed out our long Brent recommendations in 3Q17 for an average gain of 116%. (Please see p. 13 for a summary of trades closed in 3Q17). Base Metals: Neutral. Our tactical short Dec/17 copper position ended 3Q17 up 6%. We are placing a trailing stop at $3.10/lb. Precious Metals: Neutral. Our long gold portfolio hedge ended 3Q17 up 4.3%. The balance of risks continues to favor this as a strategic position, which we discuss below. Ags/Softs: Neutral. We lifted our weighting on ags - particularly grains - to neutral last week. Our long corn/short wheat position is up 1.2%. Feature Chart of the WeekInflation And U.S. Financial Variables##BR##Explain Gold Prices Inflation And U.S. Financial Variables Explain Gold Prices Inflation And U.S. Financial Variables Explain Gold Prices Inflation and U.S. financial variables - particularly the USD broad trade-weighted index (TWIB), and real rates - are the main factors explaining the evolution of gold prices (Chart of the Week).2 Subdued inflation and low unemployment - a decoupling of the so-called Phillips Curve relationship that drives central-bank models of the macroeconomy - have dominated the macro landscape this year (Chart 2). We expect that current low inflation, positive growth, and low interest rates will remain in place for the next 12 months (Chart 3). Although economies such as the U.S. are growing above trend, inflation has remained weak due to a redistribution of demand through imports from countries with spare capacity, according to BCA's Global Investment Strategy.3 This is expected to continue in the near term to end-2018. However, we expect the USD to gradually strengthen, as the Fed cautiously normalizes policy rates, while other systemically important central banks remain accommodative relative to the U.S. central bank (Chart 4). Further falls in the unemployment rate will push the U.S. economy into the steep end of the Phillips Curve. Weak capex in the post-Global Financial Crisis (GFC) era means demand for labor will increase as low unemployment - and associated higher wages - encourage higher consumer spending. This will cause inflation to lift next year or early 2019. Chart 2A Decoupling Of The Phillips Curve Relationship? Balance Of Risks Favors Holding Gold Balance Of Risks Favors Holding Gold In such an environment, any U.S. tax cuts - which we still expect by the end of 1Q18 - will simply add fuel to the inflationary fire, and lift inflation expectations for next year and beyond. As BCA's Geopolitical Strategy team puts it, the tax cuts are a "form of modest stimulus ... (which), this far into the economic cycle, could have a significant effect."4 With unemployment at or below levels consistent with full employment in the U.S. and little slack of any sort, it would not take much in the way of fiscal stimulus to further pressure inflation. Chart 3No Pressure From Inflation Or U.S. Financial##BR##Variables...For Now No Pressure From Inflation Or U.S. Financial Variables...For Now No Pressure From Inflation Or U.S. Financial Variables...For Now Chart 4A Strengthening U.S. Dollar Will##BR##Keep The Pressure Off Gold A Strengthening U.S. Dollar Will Keep The Pressure Off Gold A Strengthening U.S. Dollar Will Keep The Pressure Off Gold Inflation vs. Fed Hikes In the face of the rising inflation we expect next year, gold's appeal will increase. As our previous research reveals, gold's correlation with inflation is strengthened during periods of low real rates, i.e., the difference between nominal rates and inflation. This is a perfect context for gold. However, gold's ability to hedge inflation risks to portfolios will be partially hampered by a more-hawkish Fed. As inflation finally takes off, the Fed will feel confident to hike rates more aggressively. More than anything, this will put a bid under the USD, as U.S. interest-rate differentials vs. other currencies rise in favor of the dollar. In addition, real rates will rise as the Fed gains confidence it can lift policy rates without doing serious harm to the U.S. economy, and follows thru with its normalization. Thus, the gold market will be facing two opposing forces: On the one hand, gold will be an attractive inflation hedge as inflationary pressures build up. On the other, as the Fed begins to tighten to respond to those inflationary pressures, gold will lose its appeal in the face of rising real rates and a strong dollar. Chart 5Fed Will Ease Pressure Off Gold##BR##If It Gets Ahead Of Inflation Fed Will Ease Pressure Off Gold If It Gets Ahead Of Inflation Fed Will Ease Pressure Off Gold If It Gets Ahead Of Inflation The timing of the Fed's rate hikes will be critical to the evolution of gold prices next year and beyond. We previously assumed that rate hikes will remain behind wage growth, which would be supportive of gold prices as inflation picks up. However, if the Fed begins hiking ahead of any realized uptick in inflation, this would create a stronger-than-expected headwind for gold (Chart 5). While we expect inflation to take off in 2H18, our House view calls for 2 to 3 hikes by then. This is a risk to our gold view. Longer term, Fed rate hikes could trigger a feedback loop that will make it difficult for the U.S. central bank policy to support low unemployment rates. As real rates rise, increased unemployment will lead households to spend less. Lower demand will force firms to reduce hiring. The accompanying slowing of U.S. growth will disseminate to the rest of the world, pushing the global economy into a shallow recession as early as 2H19. In all likelihood, this higher-inflation/higher-policy-rate period will be sniffed out by equity markets before the economy actually enters a recession, leading to a bear market. Somewhat counterintuitively, this will favor gold as a portfolio hedge, as we discuss below. Bottom Line: As U.S. unemployment continues falling, inflation will re-emerge, as predicted by the Philips Curve trade-off so important to central-bank policy. Gold then will face two opposing forces. Its inflation hedging properties will be partially hamstrung by rising real U.S. rates and a strengthening USD. Nevertheless, we will turn bullish gold towards the end of next year as signs of an equity bear market emerge. Gold Will Outperform In An Equity Bear Market Our modelling indicates gold is an exceptional safe-haven during downturns in equity markets.5 It is especially attractive in equity bear markets because its returns during such episodes are negatively correlated with the U.S. stock market. This relationship with equities does not hold in bull markets -- gold prices typically rise during such periods, but at a slower rate than equities (Table 1). Table 1Gold's Ability To Hedge U.S. Equities Balance Of Risks Favors Holding Gold Balance Of Risks Favors Holding Gold In a Special Report titled "Safe Havens: Where To Hide Next Time?" BCA's Global Asset Allocation Strategy team looked at the performance of nine safe-haven assets and found, on average, they are negatively correlated with equities in every bear market since 1972.6 Although the current equity bull market still has room to run, recessions and bear markets tend to coincide (Chart 6). If the economy goes into recession in 2H19, equities could peak as early as the end of next year.7 Chart 6Bear Markets Usually Precede Recessions Bear Markets Usually Precede Recessions Bear Markets Usually Precede Recessions Gold's role as a global portfolio hedge during bear markets would thus support the hypothesis that the metal could enter a bull market as soon as end-2018 when equity markets start pricing in a recession (Chart 7). Things could get interesting at this point, since a clear indication the economy is entering into a recession likely will cause "traumatized" central bankers to turn overly dovish. This would add support to the gold market longer term.8 Chart 7Gold Outperforms During Recessions##BR##And Geopolitical Crises Balance Of Risks Favors Holding Gold Balance Of Risks Favors Holding Gold Correlations between safe havens decline during bear markets, as our GAA strategists found when they compared correlations by dividing the assets into three "buckets": currencies, inflation hedges, and fixed-income instruments. In this analysis, our GAA team found that gold outperformed TIPS and Farmland in the inflation-hedge bucket.9 Bottom Line: Gold is an exceptional hedge against downturns in equity markets. The bear market preceding the late-2019 recession we expect will put a bid under gold. The eventual turn to the dovish side by central bankers will further support the metal. Gold Will Hedge Geopolitical Risks A confluence of elevated geopolitical risks next year will drive part of gold's performance. BCA's Geopolitical Strategy (GPS) group has highlighted the following three themes investors need to track going into next year: U.S.-China Tensions: Our geopolitical strategists believe that the Korean conflict is a derivative of a more important secular trend of U.S.-China tensions. They estimate the risk of total war on the Korean peninsula at less than 3% and believe that the market impact of North Korea's provocations has peaked in the late summer. Nevertheless, they warn against complacency, as the underlying tensions over Pyongyang's nuclear program remain unresolved and North Korea could break with its past patterns.10 If the North stages attacks against U.S. or Japanese assets, or international shipping or aircraft, for instance, it could cause a larger safe-haven rally than what we witnessed earlier this year. At the very least, geopolitically induced volatility may return as U.S. President Trump tries to convince the world that war is a real option - a critical condition for establishing a "credible threat" of war with which to influence North Korean behavior - and as the U.S. and China spar over other issues. Trump's protectionism: Trump's campaign promised significant trade-protectionism. While he has not yet acted on those promises, the risk is that he returns to them next year.11 These policies could impact the gold market by: a. Feeding fears that the United States is abandoning the global liberal order; b. Intensifying U.S. trade tensions and strategic distrust with China; c. Pressuring U.S. domestic inflation via higher import prices. This risk will become even more elevated if the Trump administration and Congress fail to pass any tax legislation this year. Our geopolitical strategists believe that such a failure, while not their baseline scenario, would drive Trump to focus on his foreign policy and trade agenda more intently, especially ahead of the midterm elections in November next year, which would increase safe-haven flows. 3. Mideast Troubles: While we are not alarmist about the Middle East, the risk of market-relevant conflicts will be higher over the coming 12 months than over the previous year, following the fall of ISIS. The latter gave reason for various regional powers to cooperate, while its absence will revive their grievances with each other. Kurdish assertiveness is a key consequence, highlighted by last month's Kurdish independence referendum.12 Iraqi forces have pushed ISIS out of major Iraqi cities and the slowdown in the fight against ISIS could push Iraqi forces to focus on regaining the province of Kirkuk. Kirkuk, which is home to major oil fields and reserves, has been under Kurdish control since 2014 when the Peshmerga forces there captured it from ISIS. As ISIS ceases to be a threat, Baghdad will try to regain control of these precious oil fields. The Kurdish conflict, as well as Trump's pressure tactics against Iran, will increase geopolitical risks in oil-producing (hence market-relevant) areas. Chart 82017 Risks Were Overstated 2017 Risks Were Overstated 2017 Risks Were Overstated In a recent study investigating how different "safe-havens" assets react to political and financial events, our GPS colleagues found that gold provides the best average returns following a major geopolitical event (Chart 7).13 Our House geopolitical view has maintained that political risks in 2017 were overstated. This was particularly the case in Europe, where much of the risk was exaggerated and merely the product of linear extrapolation from the outcomes of the U.K. referendum on EU membership and the U.S. presidential election. As such, we do not expect any European break-up risk to support gold prices next year. Although elevated Italian Euroscepticism is one lingering European risk that could impact gold markets, we see this as a long-term risk rather than a market catalyst arising from the Italian general election in May next year. Reflecting our view, the policy uncertainty index has fallen drastically in the last two months (Chart 8). Bottom Line: Elevated political risks in 2018 will further support the gold market. Most notable on our geopolitical strategists' minds are continued U.S.-China tensions (most notably over Korea), Trump's protectionist policies, and potential conflicts in the Middle East. Roukaya Ibrahim, Associate Editor Commodity & Energy Strategy RoukayaI@bcaresearch.com Hugo Bélanger, Research Assistant HugoB@bcaresearch.com Robert P. Ryan, Senior Vice President Commodity & Energy Strategy rryan@bcaresearch.com 1 Please see Commodity & Energy Strategy Weekly Report "Go Long Gold As A Strategic Portfolio Hedge," dated May 4, 2017, available at ces.bcaresearch.com. 2 Our results show 1% increase in U.S. YoY CPI, 5 year real rates, and USD TWI are associated with a 4% increase, 0.18% decline and a 0.21% decline in gold prices, respectively. The adjusted R2 is 0.88. 3 Please see the Global Investment Strategy Outlook "Fourth Quarter 2017: Goldilocks And The Recession Bear," dated October 4, 2017, available at gis.bcaresearch.com. 4 Please see Geopolitical Strategy Weekly Report "Is King Dollar Back," dated October 4, 2017, available at gps.bcaresearch.com. 5 We use the S&P 500 Total Return (TR) index as a proxy for U.S. equities. 6 Please see Global Asset Allocation Special Report "Safe Havens: Where To Hide Next Time?," dated April 21, 2017, available at gaa.bcaresearch.com. 7 Please see Global Asset Allocation Quarterly Portfolio Outlook, dated October 2, 2017, available at gaa.bcaresearch.com. 8 Please see the Global Investment Strategy Outlook "Fourth Quarter 2017: Goldilocks And The Recession Bear," dated October 4, 2017, available at gis.bcaresearch.com. 9 Please see Global Asset Allocation Special Report "Safe Havens: Where To Hide Next Time?," dated April 21, 2017, available at gaa.bcaresearch.com. 10 Please see BCA Geopolitical Strategy Weekly Report, "Insights From The Road - The Rest Of The World," dated September 6, 2017, available at gps.bcaresearch.com. 11 Please see BCA Geopolitical Strategy Weekly Report, "Political Risks Are Understated In 2018," dated April 12, 2017, available at gps.bcaresearch.com. 12 Armed conflict in the Middle East usually lead to a sharp rally in gold prices. Please see Table 1 from Geopolitical Strategy Weekly Report, "Can Pyongyang Derail The Bull Market?," dated August 16, 2017, available at gps.bcaresearch.com. 13 Please see Geopolitical Strategy Special Report, "Geopolitics And Safe Havens," dated November 11, 2015, available at gps.bcaresearch.com. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Balance Of Risks Favors Holding Gold Balance Of Risks Favors Holding Gold Trades Closed in 2017 Summary of Trades Closed in 2016

Highlights Year One Performance: The GFIS recommended model bond portfolio returned 1.1% (hedged into USD) in its first year of existence, slightly underperforming the custom benchmark index by -2bps. Our bearish duration tilts were a drag on performance, while our overweights to U.S. corporate debt were a major contributor. Risk Management Lessons: The maximum overweight to low-beta, but low-yielding, Japanese Government Bonds was a drag on performance by reducing the portfolio yield. This highlights the classic bond management trade-off between controlling portfolio risks, like duration or tracking error, and maximizing sources of return, like interest income. Future Drivers Of Returns: Over the next 6-12 months, we expect the model portfolio returns to again benefit mostly from our below-benchmark duration stance (as global bond yields grind higher) and from our overweight stance on U.S. corporates (as the U.S. economy maintains a solid pace of growth). Feature In September of 2016, we introduced a new element to the BCA Global Fixed Income Strategy (GFIS) service - our recommended model bond portfolio.1 This represented a bit of a departure from the usual macroeconomic analysis and forecasting of financial markets that has been the hallmark of BCA. Yet we felt that it was important to add an actual portfolio, with specific allocations and weightings, given the needs and constraints faced by our readers. With so many of our clients being traditional fixed income managers (or multi-asset managers) who measure investment performance versus benchmark indices, we felt that it was important to have a way to communicate our views within a framework akin to what they deal with each day. Even for clients who are not professional bond managers, the model portfolio can be useful as a way to express how much we prefer one bond market (or sector) versus others. It also gives us a forum to discuss portfolio management issues as an addition to the macro analysis. So far, the reception from clients to this new addition to the GFIS service has been a warm one, and we look forward to additional feedback in the months and years ahead. With the model portfolio just passing its first birthday, we are dedicating this Weekly Report to an overview of the final Year One performance numbers. We will evaluate our winning and losing recommendations, look back at the lessons learned as the model portfolio framework has evolved, and identify what we expect will be the biggest drivers of performance in Year Two based on our current views. Year One Model Portfolio Performance: Winners & Losers Chart 1GFIS Model Portfolio Performance GFIS Model Portfolio Performance GFIS Model Portfolio Performance The GFIS model portfolio produced a total return of 1.09% (hedged into U.S. dollars) over first full year since inception on September 20, 2016 (Chart 1). This essentially matched the performance of our custom benchmark index, with the model portfolio lagging by a mere -2bps.2 In terms of the breakdown between government bonds and credit (spread product), the former underperformed the benchmark by -18bps while the latter outperformed by +16bps. A more traditional period to evaluate investment performance is on a calendar year-to-date basis. We also show the 2017 year-to-date (YTD) numbers in Chart 1, measured from January 1st to October 3rd. Over that time period, the total returns are much higher - the model portfolio has returned 2.78%, lagging the index by -6bps. This higher absolute return is mostly due to the strong outperformance of corporate bond markets and the decline in government bond yields seen since March. Broadly speaking, that breakdown of returns lines up with what were our largest strategic market calls: to be underweight overall portfolio duration and overweight U.S. corporate bond exposure (bottom panel). This is obviously a welcome property to see in our returns, which we hope will always line up with our desired tilts! When looking at the detailed decomposition of the returns on the government bond side of the portfolio (Table 1), however, a few points stand out: Table 1A Detailed Breakdown Of The GFIS Model Portfolio Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned The underperformance on the government bond side of the portfolio (Chart 2) came from underweight positions at the long-end (maturities beyond seven years) of yield curves in the U.S. (-4bps), U.K. (-5bps), Germany (-5bps) and, most notably, France (-18bps). Chart 2GFIS Model Portfolio Government Bond Performance Attribution By Country Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned The underweight position in Italy, across the curve, generated another -7bps of underperformance, although this was paired against an overweight to Spanish government bonds that positively contributed to returns (+3bps). Overweights to bonds in the middle and shorter ends of yields curves (maturities less than seven years) positively contributed to returns in the U.S. (+6bps), Germany (+2bps) and France (+2bps). Our significant overweight to Japanese government bonds, intended as a way to reduce portfolio duration by increasing exposure to a market with a low beta to global bond yields, also helped boost performance (+8bps). The conclusion? By concentrating our recommended duration underweights on longer-maturity bonds, and raising the weightings on shorter-maturity government debt, we imparted a bearish curve steepening bias on top of the reduced duration exposure. It is no surprise that our recommended government bond allocations underperformed during the bull-flattening move in global yield curves seen earlier this year. By contrast, the returns on the credit (spread) product allocations within the GFIS model portfolio tell a more positive story (Chart 3): Chart 3GFIS Model Portfolio Spread Product Performance Attribution Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned The outperformance came from our overweight allocations to U.S. Investment Grade (IG) corporate debt, focused on Financials (+14bps) and Industrials (+4bps), and U.S. High-Yield (HY), concentrated on Ba-rated (+13bps) and B-rated (+8bps) bonds. U.S. Mortgage-Backed Securities (MBS) were a laggard during the first year of the model bond portfolio (-12bps), which largely came from an ill-timed tactical move to overweight in the 4th quarter of 2016. More recently, our underweight stance on MBS has been only a modest drag on the total return of the portfolio since the peak in U.S. bond yields back in March. Our decisions to reduce exposure to Euro Area IG (-5bps) and HY (-2bps) corporate debt earlier in the year, and our more recent decision to downgrade Emerging Market (EM) sovereign (-1bp) and corporate debt (-4bps), were both small negative contributors to performance. Summing it all up, our spread product allocations performed well because of the overweight to U.S. IG and HY corporates. The underweights in Euro Area and EM credit were set up as relative value allocations versus U.S. equivalents, so the underperformance versus the benchmark should be viewed against the substantial outperformance from U.S. corporates. The MBS underperformance was small on a YTD basis, but we see an opportunity for that to soon turn around, as we discuss later. Bottom Line: The GFIS recommended model bond portfolio returned 1.1% (hedged into USD) in its first year of existence, slightly underperforming the custom benchmark index by -2bps. Our bearish duration tilts were a drag on performance, while our overweights to U.S. corporate debt were a major contributor. Lessons Learned On Risk Management As the first year of the GFIS model portfolio progressed, we added elements to the framework to help us manage the overall risk of the portfolio. Specifically, we began to include a tracking error calculation to show the relative volatility of the portfolio to its benchmark.3 When we first introduced that tracking error back in April, we were running far too little risk in the portfolio given the relatively modest position sizes (Chart 4). Rather than be an "index hugger", we decided to increase the sizes of all our relative tilts (Chart 5), and the tracking error rose accordingly from a mere 25bps to over 60bps. This is still below the 100bps limit that we decided to impose on the relative volatility of the model portfolio, but we were comfortable not running less-than-maximum risk given that valuations on many spread products were not extraordinarily cheap. The time to max out a risk budget is early in the credit cycle when spreads are wide, not when the cycle is far advanced and spreads are relatively tight. Yet one lesson that was learned in Year One was that too much focus on tracking error can result in lost opportunities to boost the performance of the portfolio. As part of our strategic call to maintain a below-benchmark overall duration stance, we upgraded Japan to maximum overweight in the model portfolio back on July 4th.4 With Japanese Government Bonds (JGBs) having such a low beta to yield changes in the overall Developed Markets (Chart 6), adding more Japan exposure was a way to get more defensive on duration in a way that would also boost our desired tracking error (since we were adding more of an asset less correlated to the other government bonds in the portfolio). Chart 4Tracking Error Of##BR##The Model Portfolio Tracking Error Of The Model Portfolio Tracking Error Of The Model Portfolio Chart 5Allocations Between##BR##Government Bonds & Spread Product Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned Chart 6Are JGBs The##BR##Optimal Duration Hedge? Are JGBs The Optimal Duration Hedge? Are JGBs The Optimal Duration Hedge? Yet by increasing the allocation to low-beta JGBs, we were also adding exposure to "no-yield" JGBs. The overall yield of the model portfolio suffered as a result, fully offsetting the bump to the portfolio yield from the increase in allocations to spread product in April (Charts 7 & 8). With the benefit of hindsight, increasing the allocation even more to something like U.S. HY corporate bonds would have a been a more prudent way to redirect government bond exposure to a low-beta market that would have boosted the overall portfolio yield (Chart 9). Chart 7Too Much Japan##BR##In The Portfolio ... Too Much Japan In The Portfolio... Too Much Japan In The Portfolio... Chart 8... Offsetting The Yield Pick-Up##BR##From Spread Product ...Offsetting The Yield Pick-Up From Spread Product ...Offsetting The Yield Pick-Up From Spread Product Chart 9There Is Not Enough Yield##BR##In The Model Portfolio There Is Not Enough Yield In The Model Portfolio There Is Not Enough Yield In The Model Portfolio Going forward, we will pay more attention to managing the portfolio yield more actively as another piece of our model bond portfolio framework that can help boost expected returns. Bottom Line: The maximum overweight to low-beta, but low-yielding, Japanese Government Bonds was a drag on performance by reducing the portfolio yield. This highlights the classic bond management trade-off between controlling portfolio risks, like duration or tracking error, and maximizing sources of return, like interest income. The Outlook For The Next Year Looking towards the next twelve months, the biggest expected drivers of returns in our model bond portfolio are expected to come from the following allocations: Below-benchmark overall duration exposure: We are sticking to our guns on the future direction of global bond yields, which have more room to rise over the next 6-12 months. The coordinated global economic upturn is showing little sign of slowing, with leading indicators still rising and pointing to upward pressure on real bond yields (Chart 10). At the same time, inflation expectations in the developed economies remain too low relative to current levels of inflation (bottom panel). Thus, we expect government bond yield curves to bear-steepen as central banks will respond slowly to the rise in inflation. This will benefit the steepening bias we have in the model portfolio from the underweights in longer maturity buckets in the U.S., Europe and the U.K. (Chart 11). Chart 10Future Drivers Of Performance:##BR##Below-Benchmark Duration Future Drivers Of Performance: u/w Duration Future Drivers Of Performance: u/w Duration Chart 11An Unexpected##BR##Bull Flattening This Year An Unexpected Bull Flattening This Year An Unexpected Bull Flattening This Year Overweight U.S. corporate bonds (both IG and HY): Looking over the indicators from our U.S. Corporate Bond Checklist, the backdrop is not yet pointing to a period of expected underperformance for U.S. corporates (Chart 12). While balance sheet fundamentals do appear stretched, as indicated by our Corporate Health Monitor (2nd panel), the overall stance of U.S. monetary conditions is neutral (3rd panel), while bank lending standards are not yet restrictive (4th panel). We expect the Fed to deliver another 25bp rate hike in December, and at least another 2-3 hikes in 2018, which will shift monetary conditions into more restrictive territory. A very rapid rise in the U.S. dollar would worsen this trend, but we expect only a moderate grind higher in the greenback as the Fed slowly delivers additional rate hikes and non-U.S. growth remains robust. While the solid global economic backdrop should benefit all growth-sensitive assets like corporate debt, we see more attractive relative valuations on U.S. corporates versus Euro Area or EM equivalents. The upcoming tapering of asset purchases by the European Central Bank (ECB) also represents a major risk to Euro Area corporate debt, as the ECB will be slowing the pace of its corporate bond buying. One other sector that can potentially boost the portfolio performance in Year Two versus Year One is U.S. MBS. Our colleagues at our sister service, U.S. Bond Strategy, now see MBS valuations as looking attractive to other U.S. spread product like IG corporates (Chart 13).5 The relative option-adjusted spreads (OAS) on MBS and U.S. IG are a good leading indicator of the relative performance of the two asset classes and current spread levels should lead to a better return profile for MBS over IG. Another factor benefitting MBS is the continued rising trend in U.S. bond yields (and mortgage rates) that we expect over the next 6-12 months, which will reduce mortgage prepayments that would weigh on MBS returns (bottom panel). Chart 12Future Drivers Of Performance:##BR##Overweight U.S. Corporates Future Drivers Of Performance: o/w U.S. Corporates Future Drivers Of Performance: o/w U.S. Corporates Chart 13Upgrade U.S. MBS##BR##To Neutral Upgrade U.S. MBS To Neutral Upgrade U.S. MBS To Neutral This week, we are upgrading our MBS allocation to neutral from underweight in our model portfolio. However, given that our allocations to U.S. corporates are already fairly significant, we are choosing to "fund" the MBS upgrade by lowering our weighting on U.S. Treasuries (see the model portfolio allocations on Page 14). Bottom Line: Over the next 6-12 months, we expect the model portfolio returns to again benefit mostly from our below-benchmark duration stance (as global bond yields grind higher) and from our overweight stance on U.S. corporates (as the U.S. economy maintains a solid pace of growth). We are also now more constructive on valuations on U.S. MBS, thus we are upgrading our allocation to neutral at the expense of U.S. Treasuries. Robert Robis, Senior Vice President Global Fixed Income Strategy rrobis@bcaresearch.com 1 Please see BCA Global Fixed Income Model Special Report, "Introducing Our Recommended Global Fixed Income Portfolio", dated September 20th, 2016, available at gfis.bcaresearch.com. 2 The GFIS model portfolio custom benchmark index can most simply be described as the Barclays Global Aggregate Index, but with allocations to global high-yield corporate debt replacing very highly-rated spread product. We believe this to be more indicative of the typical internal benchmark used by global multi-sector fixed income managers. 3 Please see BCA Global Fixed Income Strategy Special Report, "Adding A Risk Management Framework To Our Model Bond Portfolio", dated June 20th 2017, available at gfis.bcareseach.com. 4 Please see BCA Global Fixed Income Strategy Weekly Report, "Central Banks Are Now Playing Catch-Up", dated July 4th 2017, available at gfis.bcaresearch.com. 5 Please see BCA U.S. Bond Strategy Weekly Report, "Dollar Watching: Yet Another Debate", dated October 10th 2017, available at usbs.bcaresearch.com. The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned Year One Of The GFIS Model Bond Portfolio: Winners, Losers & Lessons Learned Appendix - Selected Sectors From The GFIS Model Portfolio Appendix 1 Appendix 1 Appendix 2 Appendix 2 Appendix 3 Appendix 3 Appendix 4 Appendix 4 Appendix 5 Appendix 5 Appendix 6 Appendix 6 Appendix 7 Appendix 7 Appendix 8 Appendix 8 Recommendations Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Duration: The global economic recovery is more synchronized than at any time since 2011. This suggests that foreign demand will be less of an impediment to the bond bear market and that Treasury yields will rise once U.S. data start to surprise on the upside. Stay at below-benchmark duration. MBS: Agency MBS option-adjusted spreads have widened significantly and no longer look expensive. With Treasury yields moving higher and mortgage refinancings likely to stay depressed, we advise upgrading MBS from underweight to neutral. Economy & Inflation: The U.S. economic data are starting to outperform beaten-down expectations. Survey data point to further GDP acceleration in the second half of this year and we expect inflation will soon follow growth higher. Feature Chart 12-Factor Treasury Model 2-Factor Treasury Model 2-Factor Treasury Model The relationship between the global breadth of economic growth, the value of the dollar and the outlook for Treasury yields has been a running theme in this publication.1 To summarize, stronger global growth pressures bond yields higher (and vice-versa). But how that growth is distributed across different countries matters as well. For example, if global growth is mostly concentrated in the U.S., then yield spreads will widen between the U.S. and the rest of the world and the dollar will appreciate as money pours in from overseas. Investors then respond to a stronger dollar by downgrading their U.S. growth and rate hike expectations. This caps the upside in long-dated U.S. Treasury yields. Conversely, if global growth is more evenly spread out throughout the world, then the dollar will come under less upward pressure when U.S. growth accelerates and Treasury yields can rise further. We developed a simple two-factor model to show how the trade-off between global growth and the exchange rate impacts the U.S. 10-year Treasury yield (Chart 1). The model uses the Global Manufacturing PMI as its proxy for global growth and a survey of bullish sentiment toward the dollar as its proxy for growth synchronization. So far this year, the Global PMI has moved higher and sentiment toward the dollar has become less bullish. Both developments have bond-bearish implications and our model now pegs fair value for the 10-year Treasury yield at 2.65%, 28 bps above the current 10-year yield. In Sync The Global PMI came in at 53.2 in September, the same as in August, but still a strong reading compared to recent history (Chart 2). But the most stunning detail of the September PMI releases is that 33 out of the 36 countries we track had PMIs above the 50 boom/bust line. As a result, our Global PMI Diffusion Index hit 90% for only the second time since 2011 (Chart 2, panel 1). The elevated reading of our diffusion index leads us to two market related observations. First, stronger growth outside of the U.S. explains why the 10-year Treasury yield is only 8 bps lower than at the start of the year despite U.S. economic data that have severely undershot expectations (Chart 2, bottom panel). Second, it suggests that when U.S. economic data inevitably start to surprise on the upside - a process which is only now beginning (see Economy & Inflation section below) - the dollar will appreciate by less than it would have when our PMI diffusion index was near 50. This removes a huge impediment from the bond bear market. In Chart 3 we see that the recent peak in 7-10 year U.S. bond yields occurred at 2.54% on Dec 16th. On that same date the spread between 7-10 year U.S. bond yields and average 7-10 year yields in the rest of the world was 178 bps, and bullish sentiment toward the dollar was above 80%. With the global recovery now more synchronized than it was last year, we anticipate that by the time U.S. yields take out that prior peak, the yield spread and dollar bullish sentiment will still be lower than they were last December. This means that less foreign capital will be encouraged into the U.S. and yields will rise even further. Chart 2Broad Based Recovery Broad Based Recovery Broad Based Recovery Chart 3Spreads Less Of A Constraint Spreads Less Of A Constraint Spreads Less Of A Constraint Where Is Growth Coming From? Considering the major economic blocs, the biggest change during the past year has been the surging Eurozone PMI (Chart 4). The U.S. PMI is still firmly above the 50 boom/bust line but has actually moderated in 2017. The Japanese PMI is similarly entrenched above 50 and while the Chinese PMI was weak earlier this year, it has rebounded during the past four months. At roughly 20%, China carries the largest weight in the Global PMI. The outlook for the Chinese economy is therefore crucial for the path of bond yields. On that note, while the Chinese PMI has been strong in recent months, a couple of warning signs are beginning to flash (Chart 5). Chart 4Global Manufacturing PMIs Global Manufacturing PMIs Global Manufacturing PMIs Chart 5Chinese Monetary Conditions Chinese Monetary Conditions Chinese Monetary Conditions Commodity prices - which correlate strongly with Chinese PMI - have declined since early September, although they remain above levels seen last year and do not yet pose a major risk. What's more important is that monetary conditions are starting to tighten (Chart 5, panel 2). If tighter monetary conditions persist, then we should expect growth to slow. The mild tightening in monetary conditions that has already occurred will probably lead to some near-term moderation in Chinese growth. But our China Investment Strategy service thinks it's unlikely that monetary conditions will tighten enough to cause a meaningful slowdown.2 Our China strategists note that with GDP growth within the government's target range, inflation exceedingly low and signs that financial excesses have been reigned in, there should not be much appetite for draconian policy tightening. We would also add that the causes of this year's tightening in monetary conditions have been relatively benign. The monetary conditions index shown in Chart 5 has fallen because the trade-weighted RMB is no longer depreciating and because real interest rates have moved a tad higher. Crucially, the RMB has only stabilized, it is not appreciating in trade-weighted terms. Also, the nominal policy rate remains flat at a low level. The increase in real interest rates resulted purely from weaker consumer price inflation. Bottom Line: The global economic recovery is more synchronized than at any time since 2011. This suggests that foreign demand will be less of an impediment to the bond bear market and that Treasury yields will rise once U.S. data start to surprise on the upside. Stay at below-benchmark duration. Buy The News In MBS Last week we upgraded our allocation to Agency MBS from underweight to neutral, noting that spreads had become more attractive during the past few months. In all likelihood this is the result of the market pricing in the wind-down of the Fed's balance sheet.3 With the Fed's plans now well known (and unlikely to change), there is an opportunity to increase MBS exposure from a more attractive starting point. After having sold the rumor, we think it's time to buy the news. The Value Proposition Chart 6OAS Look Attractive OAS Look Attractive OAS Look Attractive To be clear, we are not forecasting stellar excess returns from Agency MBS. But with spreads compressed across the entire U.S. fixed income universe, we would note that the option-adjusted spread (OAS) differential between conventional 30-year Agency MBS and investment grade corporate bonds (in duration-matched terms) has risen back to levels last seen in 2014 (Chart 6). The lagged OAS differential is a decent predictor of relative returns between MBS and corporate credit, and at current levels it suggests that MBS could even outperform corporate bonds at some point during the next 12 months (Chart 6, panel 2). This year's decline in Treasury yields has also biased OAS differentials between MBS and corporate bonds wider. Because of negative convexity, MBS duration is positively correlated with yields (Chart 6, bottom panel). If yields rise from here, as we expect they will, then MBS duration will also extend. This means that MBS OAS will start to appear less and less attractive relative to duration-matched comparables. In other words, MBS are less likely to cheapen relative to other spread product in an environment of rising Treasury yields. The Drivers Of MBS Spreads A simplified formula for excess MBS returns, relative to duration-matched Treasuries, could be written as follows: Excess Return = Starting OAS - Duration*(Change in nominal spread) + 0.5*Convexity*(Change in yield) 2 That is, OAS is the correct measure of MBS carry because it adjusts for expected losses due to prepayments. However, it is the change in the nominal spread (not the OAS) that will determine capital gains and losses during the investment horizon. On that note, we observe that nominal MBS spreads have rarely been tighter during the past 30 years (Chart 7). However, it is also hard for us to see a catalyst for significantly wider nominal spreads during the next 6-12 months. The two factors that correlate most closely with nominal MBS spreads are credit spreads and mortgage refinancings. Chart 7Nominal MBS Spreads Are Driven By Credit Spreads And Refinancings Nominal MBS Spreads Are Driven By Credit Spreads And Refinancings Nominal MBS Spreads Are Driven By Credit Spreads And Refinancings On credit spreads, we have repeatedly outlined why they are unlikely to widen materially in the absence of more significant inflationary pressure.4 As for refis, we are also hard pressed to see much upside for three main reasons: First, changes in mortgage rates are the number one driver of refinancings (Chart 8). Refis only increase when mortgage rates fall, making the proposition of refinancing more attractive. As yields rise during the next 6-12 months, refis will stay low. Second, the distribution of outstanding mortgages across the coupon stack impacts how sensitive refis are to changes in rates. The second panel of Chart 8 shows our measure of "moneyness", aka the dispersion of outstanding mortgages around the current coupon rate.5 Given today's dispersion levels we can calculate that even if the current coupon mortgage rate falls back to its recent low of 2.24%, our measure of moneyness would not get back to its late-2016 peak. For our moneyness indicator to rise back to 2013 levels the current coupon mortgage rate would have to fall all the way to 1.68%. Needless to say, we would characterize that risk as low. Third, the final factor that can impact the pace of mortgage refinancing is the seasoning of outstanding mortgages. Typically, we think of mortgages between 30 and 60 months old as being the most likely to refinance. Given that net mortgage origination was close to zero between 30 and 60 months ago and that mortgage purchase applications were at multi-year lows (Chart 9), most of the outstanding mortgage universe probably falls outside of this zone. Chart 8Refis Will Stay Low Refis Will Stay Low Refis Will Stay Low Chart 9Most Mortgages Are Not Yet Seasoned Most Mortgages Are Not Yet Seasoned Most Mortgages Are Not Yet Seasoned Bottom Line: Agency MBS option-adjusted spreads have widened significantly and no longer look expensive. With Treasury yields moving higher and mortgage refinancings likely to stay depressed, we advise upgrading MBS from underweight to neutral. Economy & Inflation Bring On The Upside Surprises As was alluded to in the opening section of this report, after have disappointed expectations year-to-date, we are just now starting to see U.S. economic data surprise to the upside (see Chart 2). The most recent datapoints that caught our eye were the ISM manufacturing and non-manufacturing PMIs.6 Our inclination is to mostly ignore last Friday's employment report as an outlier due to the recent hurricanes.7 The ISM non-manufacturing survey jumped to 59.8 in September, its highest level since 2005. Taken together with other survey indicators that tend to track GDP growth - the BCA Beige Book Indicator and the BCA Composite New Orders Indicator - the case is quite strong for further GDP acceleration in the third and fourth quarters (Chart 10). Of course the pressing issue for bond markets is whether that growth acceleration translates into higher inflation. On that note, we would suggest that the weak inflation we have seen during the past six months was a reaction to the growth slowdown witnessed in 2015 and the first half of 2016. The stronger ISM manufacturing index, in particular, sends a powerful signal that inflation is poised to put in a bottom (Chart 11). Chart 10Survey Indicators Of U.S. Growth Survey Indicators Of U.S. Growth Survey Indicators Of U.S. Growth Chart 11Inflation Lags Growth Inflation Lags Growth Inflation Lags Growth Bottom Line: The U.S. economic data are starting to outperform beaten-down expectations. Survey data point to further GDP acceleration in the second half of this year and we expect inflation will soon follow growth higher. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 Please see U.S. Bond Strategy Weekly Report, "Dollar Watching: Another Update", dated January 31, 2017, available at usbs.bcaresearch.com 2 Please see China Investment Strategy Special Report, "On A Higher Note", dated October 5, 2017, available at cis.bcaresearch.com 3 Please see U.S. Bond Strategy Portfolio Allocation Summary, "Return Of The Trump Trade", dated October 3, 2017, available at usbs.bcaresearch.com 4 Please see U.S. Bond Strategy Weekly Report, "Won't Back Down", dated September 26, 2017, available at usbs.bcaresearch.com 5 For each coupon bucket in the Bloomberg Barclays Conventional 30-year Agency MBS index we calculate the squared deviation between its coupon and the current coupon rate. We then weight those squared differences by the market capitalization of each coupon bucket. 6 These are different than the Markit PMI that is included in our 2-factor Treasury model. 7 Please see BCA Daily Insights, "U.S. Jobs Report: All Noise, No Signal", dated October 6, 2017, available at din.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

Highlights It's ok to ignore the September jobs report. Is the small cap comeback sustainable? Assessing the threat to the consumer from higher rates and oil prices. The ISM is over 60, now what? Feature Risk assets outperformed again last week, as the S&P 500, the dollar, and the 10 year- Treasury yield all moved higher. Oil was an exception, as WTI dipped back below $50 per barrel, but BCA's Commodity & Energy Strategy service expects WTI to end the year over $55/bbl. Small-cap stocks outperformed as well and conditions are in place for the rise in small caps to continue. The rise in risk assets in recent weeks occurred alongside a marked improvement in the Citi Economic Surprise Index (Chart 1), which moved into positive territory last week for the first time since April, despite the impacts of Hurricanes Harvey and Irma. Chart 1S&P And 10 Year Treasury Yield Tracks Economic Surprise S&P And 10 Year Treasury Yield Tracks Economic Surprise S&P And 10 Year Treasury Yield Tracks Economic Surprise The lack of impact from the hurricanes on the economic data is surprising. Before Hurricane Harvey made landfall, the Atlanta Fed GDP Now reading for Q3 was 3.4%, but moved as low as 2.1% in late September as the August economic data was reported. The most recent Atlanta Fed forecast pegged Q3 GDP at 2.5%. The 60+ readings on September's manufacturing ISM composite and 70+ reading on prices were notably strong, as was the 18.6 million reading on September vehicle sales, the strongest in 12 years. That said, the impact of the storms was evident in the employment data released last week (See below). U.S. Jobs Report: All Noise, No Signal U.S. nonfarm payrolls fell 33,000 in September, which was entirely due to the hurricanes. According to the BLS, 1.47 million workers could not show up for their jobs due to the weather. Because this data series is not seasonally adjusted, one cannot simply add it back to the headline payrolls number. Unfortunately, the separate household survey does not help to shed any better light on the state of the labor market. The household survey is known to be much more volatile than the establishment survey. This was quite apparent with the 906,000 surge in jobs, which followed a 74,000 decline in the previous month. The outsized and unbelievable surge in household employment was the main reason for the decline in the jobless rate to 4.2% from 4.4%. The labor force actually grew by a hefty 575,000 and the participation rate rose to 63.1%, the highest since March 2014 (Chart 2). The 0.5% m/m gain in average hourly earnings needs to be discounted as well. Employment in the low-paying leisure and hospitality sector fell by 111,000 in September, helping to boost the aggregate average hourly wage. As these workers return to their jobs, average hourly wages will correct lower. Bottom Line: Investors should ignore the September jobs report. The 3-month average of payrolls growth from June to August was 172K. This is probably the best gauge of underlying jobs growth and this pace is above the trend growth in the labor force. To the extent that the Fed believes the tightening labor market will push inflation to its 2% target, the calculus for the December FOMC should not change after today's report. Small Caps Make A Comeback Rising prospects for tax cuts have lifted the Trump trades, including small-cap equities. We first initiated an overweight to small caps on November 14, 20161 (Chart 3). Since then, small caps have underperformed large by 162 bps, but not uniformly. The trade was successful from the start through to late January, but faded by late summer along with the prospects for Trump's tax cuts. Starting in mid-August, small cap made a comeback as odds of the tax cut troughed. Chart 2The September Jobs Report Is More Noise Than Signal The September Jobs Report Is More Noise Than Signal The September Jobs Report Is More Noise Than Signal Chart 3The Trump Trades Are Back On The Trump Trades Are Back On The Trump Trades Are Back On Several factors support our overweight view. According to BCA's U.S. Equity Strategy service S&P 600 valuation indicator, small caps are even more undervalued today than when we last discussed them in June2 (Chart 4). Moreover, the Cyclical Capitalization Indicator (CCI) moved sharply into positive territory following the U.S. election despite a modest dip in subsequent months (Chart 5). In addition, small cap stocks have been a reliably high-beta segment of U.S. capital markets since the middle of the last economic cycle (Chart 5, panel 2). That characteristic of small caps argues for a bullish stance given our upbeat view on growth and our overweight positions in U.S. equities versus bonds. BCA's outlook for regulation, inflation, the dollar, the Fed and the consumer also favor small over large caps. Trump has already made significant progress in slowing the pace of new regulations,3 which has long been a concern for small businesses. We expect inflation to move back to 2% in the coming quarters and then begin to climb higher in 2018. Chart 6 shows that small caps often thrive when inflation accelerates. BCA's outlook is that the dollar will see modest appreciation over the next 12 months. Small-cap stocks are less sensitive to dollar movements than large caps. Gradually rising rates will not impede small caps and credit conditions remain favorable. Finally, small caps are more closely linked to the consumer than the S&P 500, and BCA's view on household spending remains upbeat. Chart 4Small Caps Are Cheap, But Not Historically Cheap Small Caps Are Cheap, But Not Historically Cheap Small Caps Are Cheap, But Not Historically Cheap Chart 5Our CCI Supports Small Caps Our CCI Supports Small Caps Our CCI Supports Small Caps Chart 6Accelerating Inflation Usually Supports Small Caps Accelerating Inflation Usually Supports Small Caps Accelerating Inflation Usually Supports Small Caps Despite the upbeat prospects for small caps, some risks linger. Tighter credit conditions for consumers and businesses, an abrupt pullback in housing that would trigger a consumer retrenchment, persistent weakness in the dollar, and a "risk off" environment would see small caps underperform large caps. Bottom Line: It is too early to abandon our bullish bias toward small caps. Conditions remain in place for small caps to outpace large caps. Favorable valuation and encouraging prospects for Trump's pro-small business platform are key to BCA's view, as our favorable outlook for the U.S. consumer. Will Higher Rates And Oil Prices Crush The Consumer? Supports remain in place for continued strength in U.S. consumer spending despite rising interest rates and oil prices. That support was confirmed by September's reports on employment and vehicle sales, and August's personal income and spending data, all released in the past two weeks. However, investors should be aware of hurricane-related distortions in the August and September figures.4 Moreover, BCA's position is reinforced by elevated readings on consumer confidence and booming household net worth statistics, and record high FICO scores (Chart 7). The conditions that crushed the consumer ahead of the 2007-2008 recession are not in place and will not be for some time. Chart 8 shows that at 41%, household purchases of essentials as a percentage of disposable income are near an all-time low and have dropped by 1.3 percentage points since 2012. In contrast, spending on necessities rose by a record 3.5% in the five years ending in 2008, matching the bruising impact of higher rates, surging inflation and soaring oil prices seen by the end of 1980. Wrenching consumer-driven economic downturns ensued after both episodes. We see gradual increases ahead for both oil prices and interest rates, but nothing that would trigger the collapse of the consumer.5 Furthermore, BCA forecasts only a modest rise in inflation and an acceleration in wage growth; both will provide a boost to disposable income. Personal tax cuts as part of the plan Trump proposed last month would also enhance incomes. Chart 7Plenty Of Support For The Consumer Plenty Of Support For The Consumer Plenty Of Support For The Consumer Chart 8Consumer In Good Shape Despite Rise In Oil, Rates Consumer In Good Shape Despite Rise In Oil, Rates Consumer In Good Shape Despite Rise In Oil, Rates BCA's research shows that sustainable capital spending cycles get underway only when businesses see evidence that consumer final demand is on the upswing. The latest reading on the manufacturing ISM composite and the 60+ readings on the new orders component of ISM since February suggest that managements are starting to note the robust pace of consumer spending. Signals From Elevated ISM Readings September's numbers on the ISM manufacturing index support BCA's case for accelerating corporate profits in the coming quarters. The ISM is a good proxy for industrial production, which in turn tracks S&P 500 sales. The recent strong data on ISM suggests that IP should pick up in the next six months (Chart 9). A rollover in the 12-month change in IP would challenge our constructive stance on earnings. While a decline is possible given that the index is already lofty, the leading components of the ISM, including the new orders index and the new orders-to-inventory ratio, indicate that the ISM will remain above 50 in the months ahead (Chart 10). Chart 9Favorable Macro Backdrop For Earnings And Sales Favorable Macro Backdrop For Earnings And Sales Favorable Macro Backdrop For Earnings And Sales Chart 10ISM Components Suggest IP Poised To Accelerate ISM Components Suggest IP Poised To Accelerate ISM Components Suggest IP Poised To Accelerate Some investors question how long the composite and new orders indices will remain beyond 60 and what that will mean for risk assets. Additionally, the second 70+ reading on the ISM Prices index this year challenges the notion that inflation is dormant. Other investors are concerned about what will happen after these ISM components are so elevated. Others may fear that the index will soon fall below 50. We analyze the historical periods when the ISM and its sub-indexes were above the 60 threshold, and then what happens to the returns of risk assets 12 months after they fall below the 60 threshold (Chart 11A, Chart 11B and Chart 11C). Chart 11AComposite ISM And Risk Assets Composite ISM And Risk Assets Composite ISM And Risk Assets Chart 11BISM New Orders And Risk Assets ISM New Orders And Risk Assets ISM New Orders And Risk Assets Chart 11CISM Prices And Risk Assets ISM Prices And Risk Assets ISM Prices And Risk Assets Historically, the relative performance of large cap equities to Treasuries is typically poor when the ISM Manufacturing Composite Index is over 60, but investment-grade credit outperforms and both gold and oil usually gain. The performance of these assets is similar even excluding the period around the 1973 OPEC oil embargo and the 1987 stock market crash (Chart 11A and Appendix Table 1). The ISM Manufacturing Composite Index ticked up to 60.8 in September, the first 60+ reading since 2004. The indicator also reached 60 three times in the 1970s and twice in the 1980s, and it stayed above 60 on average for 8 months. The last time it breached 60, it remained at that level for 6 months (December 2003 through June 2004). That interval, along with most of the others, was accompanied by tightening monetary policy and accelerating inflation late in the latter half of economic cycles. Gold and oil perform strongly in the 12 months after ISM Composite Index goes below 60, large-cap equities barely do better than Treasuries, while investment-grade credit underperforms. Surprisingly, high-yield bonds and small-cap stocks outperform 12 months after the ISM falls back below 60, although the sample size is limited. In 1974-1975, the economy was in recession. In all but one other instance (the mid- 1980s), the economy was in a late stage of the cycle, nearing full employment and inflation was on the rise. Risk assets also are strong performers when the New Orders component of the ISM exceeds the 60 threshold (Chart 11B and Appendix Table 2). Moreover, the episodes are more numerous (14 since 1971 versus only 6 for the composite) but, on average, they persist as long as the signal from the ISM Composite. New Orders have been above 60 since February 2017 (7 months), just shy of the 46-year average (8 months). Large cap equities and credit (both investment-grade and high-yield) have outperformed Treasuries, and gold has climbed since February. This performance matches the historical pattern when the New Orders index exceeds 60. In the past 8 months, the underperformance of small caps and the drop in oil prices in that span runs counter to history. The performance of risk assets in the year after the new orders index moves below 60 is mixed, at best. In these periods, while the S&P 500 outperforms Treasuries on average, and small caps outperform large caps, credit underperforms. The big winners when the New Orders index is falling from over 60 are gold (average 14% gain) and oil (22%). Chart 11C and Appendix Table 3 shows the performance of risk assets when the ISM Prices index is greater than 70 and then 12 months after the index crosses below 70. Gold and oil are standouts in the first case, and small cap tends to outperform large. Note that 3 of these 11 episodes coincided with recessions (early 1970s, 1980 and 2008) and 1 occurred during the 1987 stock market crash. Small-cap equities continue to outperform as the Prices index fades, and returns on gold and oil are muted. High-yield bonds underperform Treasuries when the ISM Prices index dips back below 70, and the total return on investment-grade corporate struggles, but it beats Treasuries. Moreover, 3 of these 11 occurred during recessions (early 1980s, 2001, 2008-2009). Separately, there has been a tight relationship between the 12-month change in the 10-year Treasury yield and both the overall ISM, the New Orders and Prices component of the ISM in the past 25 years (Chart 12). Nonetheless, the relationship between the ISM Prices component and the 10-year Treasury has broken down since oil prices peaked in 2014. The 12-month jump in ISM Prices surge in 2016 was met with a decline in Treasury yields. Prior to that, a rise in Prices index was almost always accompanied by a move higher in bond yields. BCA's view is that the ISM manufacturing Composite will remain elevated (although not necessarily more than 60 in the months ahead), supporting our bullish stance on corporate sales and earnings. However, if we are wrong and the ISM dips below 60 and then down to 50, would that signal a downturn and concomitant selloff in risk assets? The ISM has a mixed track record as a leading indicator of recessions (Chart 13). Since 1948, the ISM has provided 9 false signals, using 3 consecutive months below 50 as the indication of an economic decline. Furthermore, 5 of the 9 examples occurred since 1985, as the U.S. economy became less reliant on manufacturing. In the 6 instances that the ISM warned of contractions, the average lead time was 4 months. In the 4 other economic slumps, the ISM moved and stayed below 50 for 3 consecutive months only after the start of recession. The lag averaged 4 months. This was the case in the 2007-2009 episode when the ISM did not send a recession signal until May 2008, 5 months after the official start of the downturn. Chart 1210 Year Treasury Vs. ISM 10 Year Treasury Vs. ISM 10 Year Treasury Vs. ISM Chart 13The Rocky Relationship Between ISM And Recessions The Rocky Relationship Between ISM And Recessions The Rocky Relationship Between ISM And Recessions Bottom Line: Elevated readings on ISM support BCA's view that profit growth will accelerate for a few more quarters while the recent rise in the ISM Prices index confirms the move higher in Treasury yields. Stay overweight stocks versus bonds and underweight duration. John Canally, CFA, Senior Vice President U.S. Investment Strategy johnc@bcaresearch.com 1 Please see BCA's U.S. Investment Strategy Weekly Report, "Easier Fiscal, Tighter Money?," November 14, 2016. Available at usis.bcaresearch.com. 2 Please see BCA's U.S. Investment Strategy Weekly Report, "Waiting For The Turn," June 26, 2017. Available at usis.bcaresearch.com. 3 Please see BCA's U.S. Investment Strategy Weekly Report, "Still Waiting for Inflation, "August 14, 2017. Available at usis.bcaresearch.com. 4 Please see BCA's U.S. Investment Strategy Weekly Report, "Shelter From the Storm," September 5, 2017. Available at usis.bcaresearch.com. 5 Please see The Bank Credit Analyst Monthly Report, "Global Debt Titanic Collides With Fed Iceberg?," February 2017. Available at bca.bcaresearch.com. Appendix: Table 1 Small Cap Surge Small Cap Surge Table 2 Small Cap Surge Small Cap Surge Table 3 Small Cap Surge Small Cap Surge