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Strategy Update Global US Equity Strategy Asset Allocation Date 29 June 2018 Deutsche Bank Research Is The Flattening Yield Curve A Concern? Not if you focus on the right part An inverted yield curve has been a good indicator of US recessions historically The yield curve measures differences in yields at different maturities, with the most popular being the 2s10s slope (10y-2y yield differential). The 2s10s curve has reliably inverted heading into previous recessions in the US, on average about one year ahead and is highly regarded as a leading indicator of recessions. It has been a key market focus over the last year as it has continued to flatten, i.e., the spread has continued to shrink, and is approaching inversion. Equity returns are strongly tied to the state of the business cycle, with the S&P 500 falling an average -21% around recessions, so the timing of the next recession is key. What does an inverted yield curve indicate? That investors expect short term rates in the future to be lower than nearer term. This conforms to the notion that in a recession the Fed will cut short term rates. How far out? 2-10 years. An inverted 2s10s curve reflects market expectations of average rates over the next 10 years relative to those over the next 2 years. So an inverted 2s10s yield curve arguably reflects the pricing in of a recession at some point in 2-10 years. But more than nine years into the current economic recovery, which is already very long compared to past business cycles, a recession in the next 2-10 years would hardly be a surprise. The current economic recovery is already the second longest on record. If it continues for another year, it will become the longest since World War II. So the pricing in of a recession at some point 2-10 years out seems very reasonable. But what matters for equities is how imminent it is. What do “shorter-term” measures of the yield curve suggest the market is pricing in? Shorter term measures of the yield curve have been moving sideways and actually steepened over the last year and so do not suggest any pricing in of a recession over the next 2 or 3 years. The 3m3y and 3m2y yield curves have been range bound for the last five years and have in fact steepened since last summer moving to or slightly above the mid-point of these ranges. Historically shorter- and longer-term measures of the yield curve such as the 2s10s spread moved closely together so looking at either Binky Chadha Chief Strategist +1-212-250-4776 Parag Thatte Strategist +1-212-250-6605 Christian Arita Research Associate +1-212-250-2964 Deutsche Bank Securities Inc. Deutsche Bank does and seeks to do business with companies covered in its research reports. Thus, investors should be aware that the firm may have a conflict of interest that could affect the objectivity of this report. Investors should consider this report as only a single factor in making their investment decision. DISCLOSURES AND ANALYST CERTIFICATIONS ARE LOCATED IN APPENDIX 1. MCI (P) 091/04/2018. Distributed on: 29/06/2018 20:00:09 GMT 7T2se3r0Ot6kwoPa

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Page 1: Asset Allocation US Equity Strategy · Asset Allocation Strategy Update Global US Equity Strategy Asset Allocation Date 29 June 2018 Deutsche Bank Research Is The Flattening Yield

29 June 2018

Asset Allocation

Strategy Update

Global US Equity Strategy

Asset AllocationDate29 June 2018

Deutsche BankResearch

Is The Flattening Yield Curve AConcern?Not if you focus on the right part

An inverted yield curve has been a good indicator of US recessions historicallyThe yield curve measures differences in yields at different maturities, with themost popular being the 2s10s slope (10y-2y yield differential). The 2s10s curvehas reliably inverted heading into previous recessions in the US, on average aboutone year ahead and is highly regarded as a leading indicator of recessions. It hasbeen a key market focus over the last year as it has continued to flatten, i.e., thespread has continued to shrink, and is approaching inversion. Equity returns arestrongly tied to the state of the business cycle, with the S&P 500 falling an average-21% around recessions, so the timing of the next recession is key.

What does an inverted yield curve indicate?■ That investors expect short term rates in the future to be lower than

nearer term. This conforms to the notion that in a recession the Fed willcut short term rates.

■ How far out? 2-10 years. An inverted 2s10s curve reflects marketexpectations of average rates over the next 10 years relative to those overthe next 2 years. So an inverted 2s10s yield curve arguably reflects thepricing in of a recession at some point in 2-10 years.

■ But more than nine years into the current economic recovery, whichis already very long compared to past business cycles, a recession inthe next 2-10 years would hardly be a surprise. The current economicrecovery is already the second longest on record. If it continues foranother year, it will become the longest since World War II. So the pricingin of a recession at some point 2-10 years out seems very reasonable. Butwhat matters for equities is how imminent it is. What do “shorter-term”measures of the yield curve suggest the market is pricing in?

■ Shorter term measures of the yield curve have been moving sidewaysand actually steepened over the last year and so do not suggest anypricing in of a recession over the next 2 or 3 years. The 3m3y and 3m2yyield curves have been range bound for the last five years and have in factsteepened since last summer moving to or slightly above the mid-pointof these ranges.

■ Historically shorter- and longer-term measures of the yield curvesuch as the 2s10s spread moved closely together so looking at either

Binky Chadha

Chief Strategist

+1-212-250-4776

Parag Thatte

Strategist

+1-212-250-6605

Christian Arita

Research Associate

+1-212-250-2964

Deutsche Bank Securities Inc.

Deutsche Bank does and seeks to do business with companies covered in its research reports. Thus, investors should beaware that the firm may have a conflict of interest that could affect the objectivity of this report. Investors should considerthis report as only a single factor in making their investment decision. DISCLOSURES AND ANALYST CERTIFICATIONSARE LOCATED IN APPENDIX 1. MCI (P) 091/04/2018.

Distributed on: 29/06/2018 20:00:09 GMT

7T2se3r0Ot6kwoPa

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provided the same signal. The unusual divergence in behavior betweenthe 3m2y or 3m3y and the 2s10s measures of the yield curve reflects inour reading the fact that the Fed has been very late in normalizing ratesin this cycle as compared to its historical behavior relative to growth andinflation ( Late Cycle With A Twist, April 2018 ). This has meant that asthe Fed is hiking and has communicated it plans to continue to do so,markets expect rates to rise in the near term which has meant upwardsloping 3m2y and 3m3y curves while the pricing in of more rate hikesover the last year saw them steepen. Though given how late the Fed hasleft rate normalization, the market has been hesitant to price in the entirepath of the Fed’s guidance.

■ What are the prospects for shorter term measures of the yield curve?Given the market’s current pricing in of another 2-3 rate hikes and theFed’s guidance for 6 hikes, it is possible to construct scenarios for shorterterm yield curves continuing to move further up or down. Our baselineview is the market continues to price 2-3 rate hikes ahead and the shorterterm yield curves move sideways through mid-2019. In our view they areunlikely to begin trending down and point to an inversion until either theFed is done or close to being done hiking or the market has completelypriced in the hiking cycle.

■ The yield curve reflects market pricing and does not look to be afundamental driver. The yield curve represents the difference betweentwo market prices, though one, short end rates are largely set by centralbanks. The fact that the yield curve has been a reliable leading indicatorof recessions in the US means the long end of the US fixed incomemarkets have had a good track record in predicting recessions. But manyobservers argue that a flattening or inversion of the 2s10s yield curve isin itself a negative fundamental driver of the economy. In particular that itwould discourage bank lending and be negative for economic activity. Wedon’t share this view. First, as others have noted, an inverted yield curvehas worked as a reliable indicator of recessions in the US, but it has notin the UK, Japan or Germany ( The Yield Curve Is A Very Interesting Topic,May 2018, AQR ). We find this striking since the German and Japaneseeconomies in particular are more dependent on bank finance than is theUS. So it should have worked at least as well if not better in Germany andJapan. The greater depth and liquidity of US markets also suggests thatthe yield curve is more likely a reflection of a variety of factors discussedabove rather than a driver of lending and the economy. Second, Japan hashad the longest experience with extraordinary monetary policy easing.The yield curve there has arguably had little or no relationship with thetiming of recessions. This suggests caution in the present US contextwhere the Fed is only beginning to unwind its extraordinary monetarypolicy easing measures. Third, the empirical evidence on the relationshipbetween the yield curve and bank profits spans the spectrum from someat one end finding that a flatter curve has a small temporary negativeimpact to others finding that it has a positive impact. Fourth, the empiricalevidence is that the level of interest rates not just the slope of the curvematters for bank profits, with higher rates associated with higher profits.Our baseline remains that rates have much further to rise.

What matters for equity sector relative performance: the yield curve or the 10y?For most of the last 10 years, the US 10y yield and the 2s10s slope were verystrongly correlated, making it hard to estimate which was more important. Since

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last September however they have gone in opposite directions, with the 10yrising steeply but the 2s10s slope continuing to flatten (correlation +85% from2010 to 2017; -65% since). The performance of rate sensitive sectors (Financials,Utilities, Consumer Staples) has clearly responded more to the level of the 10ywith correlations staying very strong but the correlations with the slope of theyield curve going to zero or even reversing.

Deutsche Bank Securities Inc. Page 3

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Figure 1: The 2s10s yield curve slope has been flattening steadily and isapproaching inversion, which has been a good leading indicator of USrecessions historically

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Recession Yield curve (10y minus 2y)

*2y rate calculated as average of 1y and 3y prior to 1976

Source: FRB, Haver, Deutsche Bank

Figure 2: Shorter term measures of the slope of the yield curve like the 3m3yand 3m2y have also been good indicators of recessions in the past …

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Recession Yield curve (3y minus 3m)

*Using Fed funds rate instead of 3m yield prior to 1981

Source: FRB, Haver, Deutsche Bank

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Figure 3: … but show no signs of inverting any time soon

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Recession Yield curve (2y minus 3m)

*Using Fed rate instead of 3m yield prior to 1981; 2y rate calc as avg of 1y and 3y prior to 1976

Source: FRB, Haver, Deutsche Bank

Figure 4: The 3m3y and 3m2y slopes are at or above the mid-point of their 5year range and have in fact steepened over the last year

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Yield curve (3y minus 3m, lhs)

Yield curve (2y minus 3m, rhs)

Source: FRB, Haver, Deutsche Bank

Deutsche Bank Securities Inc. Page 5

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Figure 5: Historically shorter- and longer-term measures of the yield curvesuch as the 2s10s spread moved closely together so looking at eitherprovided the same signal

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Yield curve (10y minus 2y)

Yield curve (3y minus 3m)

Yield curve (2y minus 3m)

Source: FRB, Haver, Deutsche Bank

Figure 6: The Fed has been very late in normalizing rates in this cycle

0.00.51.01.52.02.53.03.54.04.55.05.56.06.5-1.5

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Unemployment rate minus natural rate (pp, lhs, inv) Fed Rate (rhs)

Mkt

implied

FOMC

Proj

Source: FRB, BLS, Haver, Bloomberg Finance LP, Deutsche Bank

Page 6 Deutsche Bank Securities Inc.

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Figure 7: The market has been slowly moving toward Fed guidance in thenear term but reluctant to price in the entire hiking path

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Fed rate hiking cycle: Market vs Fed guidanceFed guidance current

Market current

Feb 2 2018

Jan 2 2018

Sep 7 2017

Pricing based on ED futures adjusted for risk premium (1bps per month)

Current (Jun 28 2018)

Source: FRB, Bloomberg Finance LP, Deutsche Bank

Figure 8: The yield curve has a mixed track record in predicting recessions inthe UK, …

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UK recessions UK yield curve (10y minus 2y)

Source: UK ONS, Haver, Deutsche Bank, Note: Recession defined as 2 consecutive quarters of negative real GDP growth

Deutsche Bank Securities Inc. Page 7

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Figure 9: … in Germany …

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Source: Deutsche Bundesbank, Haver, Deutsche Bank, Note: Recession defined as 2 consecutive quarters of negative real GDP growth

Figure 10: … and in Japan

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Japan recessions Japan yield curve (10y minus 2y)

Source: MoF Japan, Haver, Deutsche Bank, Note: Recession defined as 2 consecutive quarters of negative real GDP growth

Page 8 Deutsche Bank Securities Inc.

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Figure 11: Various empirical studies have shown that bank net interestmargins have a weak correlation with the slope of the yield curve12345

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US yield curve (10y minus 2y yield, pp, lhs)

US Banks Net Interest Income as % Int-Earning Assets (%, rhs)

Correlation: -15%

Source: FRB, FRB NY, Haver, Deutsche Bank

Figure 12: The net interest margin is importantly also clearly linked to thelevel of interest rates

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US 10 yield (%, lhs)

US 2y yield (%, lhs)

US Banks Net Interest Income as % Int-Earning Assets (%, rhs)

Correlation:

NIM vs 10y: 89%

NIM vs 2y: 78%

Source: FRB, FRB NY, Haver, Deutsche Bank

1 Low Interest Rates and Bank Profits, June 2017, NY Fed Liberty Street Economics2 The influence of monetary policy on bank profitability, October 2015, Bank For International

Settlements3 Low interest rates and banks’ net interest margins, May 2016, VOX EU4 Is a steeper yield curve good news for banks? A challenge to the conventional wisdom, January

2018, Bank of England Bank Underground blog5 Smaller Banks Less Able to Withstand Flattening Yield Curve, June 2018, FRB of Dallas

Deutsche Bank Securities Inc. Page 9

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Figure 13: The 10y yield and the 10y-2y slope have been strongly correlatedfor most of the last 8 years but have moved in opposite directions since lastSeptember

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Yield curve (10y minus 2y, rhs)

Correlation

Jan 2010 to Sep 2017: 85%

since Sep 2017: : -65%

Source: FRB, Haver, Deutsche Bank

Figure 14: It is clear that the relative performance of rate sensitive sectors likethe Financials has not been as closely tied to the slope of the yield curve …

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Financials relative to S&P 500, Jan 2010 = 100, (rhs)

Correl:

Jan 2010 to Sep 2017: +46%

Since Sep 2017: +14%

Source: FRB, Haver, Deutsche Bank

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Figure 15: … as it has to the level of the 10y yield

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Financials relative to S&P 500, Jan 2010 = 100, (rhs)

Correl:

Jan 2010 to Sep 2017: +76%

Since Sep 2017: +17%

Source: FRB, Haver, Deutsche Bank

Figure 16: Likewise the relative performance of Utilities has not beencorrelated to the slope of the yield curve …

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Utilities relative to S&P 500, Jan 2010=100, (rhs)

Correl:

Sep 2011 to Sep 2017: -6%

Since Sep 2017: +62%

Source: FRB, Haver, Deutsche Bank

Deutsche Bank Securities Inc. Page 11

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Figure 17: … but has been strongly inversely correlated to the level of the 10yyield

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Utilities relative to S&P 500, Jan 2010=100, (rhs)

Correl:

Sep 2011 to Sep 2017: -59%

Since Sep 2017: -86%

Source: FRB, Haver, Deutsche Bank

Figure 18: The relative performance of Consumer Staples has also not beencorrelated to the slope of the yield curve …

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4.0

4.5

5.0

Sep

-11

Mar-

12

Sep

-12

Mar-

13

Sep

-13

Mar-

14

Sep

-14

Mar-

15

Sep

-15

Mar-

16

Sep

-16

Mar-

17

Sep

-17

Mar-

18

Sep

-18

US 10y-2y slope (pp, inverted, lhs)

Cons. Staples relative to S&P 500, Jan 2010 = 100, (rhs)

Correl:

Sep 2011 to Sep 2017: -23%

Since Sep 2017: +72%

Source: FRB, Haver, Deutsche Bank

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Figure 19: … but to the level of the 10y yield

70

75

80

85

90

95

100

105

110

1151.2

1.5

1.8

2.1

2.4

2.7

3.0

3.3

Sep

-11

Mar-

12

Sep

-12

Mar-

13

Sep

-13

Mar-

14

Sep

-14

Mar-

15

Sep

-15

Mar-

16

Sep

-16

Mar-

17

Sep

-17

Mar-

18

Sep

-18

US 10y yield (%, inverted, lhs)

Cons. Staples relative to S&P 500, Jan 2010 = 100, (rhs)

Correl:

Sep 2011 to Sep 2017: -70%

Since Sep 2017: -90%

Source: FRB, Haver, Deutsche Bank

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Appendix 1

Important Disclosures

*Other information available upon request

*Prices are current as of the end of the previous trading session unless otherwise indicated and are sourced fromlocal exchanges via Reuters, Bloomberg and other vendors . Other information is sourced from Deutsche Bank, subjectcompanies, and other sources. For disclosures pertaining to recommendations or estimates made on securities other thanthe primary subject of this research, please see the most recently published company report or visit our global disclosurelook-up page on our website at https://research.db.com/Research/Disclosures/CompanySearch. Aside from within thisreport, important risk and conflict disclosures can also be found at https://research.db.com/Research/Topics/Equities?topicId=RB0002. Investors are strongly encouraged to review this information before investing.

Analyst Certification

The views expressed in this report accurately reflect the personal views of the undersigned lead analyst(s). In addition,the undersigned lead analyst(s) has not and will not receive any compensation for providing a specific recommendationor view in this report. Binky Chadha, Parag Thatte, Christian Arita

Equity Rating Key Equity rating dispersion and banking relationships

Buy: Based on a current 12- month view of total share-holderreturn (TSR = percentage change in share price from currentprice to projected target price plus pro-jected dividend yield ) ,we recommend that investors buy the stock.Sell: Based on a current 12-month view of total share-holderreturn, we recommend that investors sell the stock.Hold: We take a neutral view on the stock 12-months out and,based on this time horizon, do not recommend either a Buyor Sell.

Newly issued research recommendations and target pricessupersede previously published research.

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Additional Information

The information and opinions in this report were prepared by Deutsche Bank AG or one of its affiliates (collectively"Deutsche Bank"). Though the information herein is believed to be reliable and has been obtained from public sourcesbelieved to be reliable, Deutsche Bank makes no representation as to its accuracy or completeness. Hyperlinks to third-party websites in this report are provided for reader convenience only. Deutsche Bank neither endorses the content noris responsible for the accuracy or security controls of those websites.??If you use the services of Deutsche Bank in connection with a purchase or sale of a security that is discussed in this report,or is included or discussed in another communication (oral or written) from a Deutsche Bank analyst, Deutsche Bank mayact as principal for its own account or as agent for another person.??Deutsche Bank may consider this report in deciding to trade as principal. It may also engage in transactions, for itsown account or with customers, in a manner inconsistent with the views taken in this research report. Others withinDeutsche Bank, including strategists, sales staff and other analysts, may take views that are inconsistent with those takenin this research report. Deutsche Bank issues a variety of research products, including fundamental analysis, equity-linkedanalysis, quantitative analysis and trade ideas. Recommendations contained in one type of communication may differfrom recommendations contained in others, whether as a result of differing time horizons, methodologies, perspectivesor otherwise. Deutsche Bank and/or its affiliates may also be holding debt or equity securities of the issuers it writeson. Analysts are paid in part based on the profitability of Deutsche Bank AG and its affiliates, which includes investmentbanking, trading and principal trading revenues.??Opinions, estimates and projections constitute the current judgment of the author as of the date of this report. They donot necessarily reflect the opinions of Deutsche Bank and are subject to change without notice. Deutsche Bank providesliquidity for buyers and sellers of securities issued by the companies it covers. Deutsche Bank research analysts sometimeshave shorter-term trade ideas that may be inconsistent with Deutsche Bank's existing longer-term ratings. Some tradeideas for equities are listed as SOLAR ideas on the Research Website ( https://research.db.com/Research/ ) , and can befound on the general coverage list and also on the covered company ’ s page. A SOLAR idea represents a high-convictionbelief by an analyst that a stock will outperform or underperform the market and/or a specified sector over a time frameof no less than two weeks and no more than six months. In addition to SOLAR ideas, analysts may occasionally discusswith our clients, and with Deutsche Bank salespersons and traders, trading strategies or ideas that reference catalysts orevents that may have a near-term or medium-term impact on the market price of the securities discussed in this report,which impact may be directionally counter to the analysts' current 12-month view of total return or investment return asdescribed herein. Deutsche Bank has no obligation to update, modify or amend this report or to otherwise notify a recipientthereof if an opinion, forecast or estimate changes or becomes inaccurate. Coverage and the frequency of changes inmarket conditions and in both general and company-specific economic prospects make it difficult to update research atdefined intervals. Updates are at the sole discretion of the coverage analyst or of the Research Department Management,and the majority of reports are published at irregular intervals. This report is provided for informational purposes only anddoes not take into account the particular investment objectives, financial situations, or needs of individual clients. It is notan offer or a solicitation of an offer to buy or sell any financial instruments or to participate in any particular trading strategy.Target prices are inherently imprecise and a product of the analyst ’ s judgment. The financial instruments discussedin this report may not be suitable for all investors, and investors must make their own informed investment decisions.Prices and availability of financial instruments are subject to change without notice, and investment transactions can leadto losses as a result of price fluctuations and other factors. If a financial instrument is denominated in a currency otherthan an investor's currency, a change in exchange rates may adversely affect the investment. Past performance is notnecessarily indicative of future results. Performance calculations exclude transaction costs, unless otherwise indicated.Unless otherwise indicated, prices are current as of the end of the previous trading session and are sourced from localexchanges via Reuters, Bloomberg and other vendors. Data is also sourced from Deutsche Bank, subject companies, andother parties.??The Deutsche Bank Research Department is independent of other business divisions of the Bank. 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Macroeconomic fluctuations often account for most of the risks associated with exposures to instruments that promiseto pay fixed or variable interest rates. For an investor who is long fixed-rate instruments (thus receiving these cashflows), increases in interest rates naturally lift the discount factors applied to the expected cash flows and thuscause a loss. The longer the maturity of a certain cash flow and the higher the move in the discount factor, thehigher will be the loss. Upside surprises in inflation, fiscal funding needs, and FX depreciation rates are among themost common adverse macroeconomic shocks to receivers. But counterparty exposure, issuer creditworthiness, clientsegmentation, regulation (including changes in assets holding limits for different types of investors), changes in taxpolicies, currency convertibility (which may constrain currency conversion, repatriation of profits and/or liquidation ofpositions), and settlement issues related to local clearing houses are also important risk factors. The sensitivity of fixed-income instruments to macroeconomic shocks may be mitigated by indexing the contracted cash flows to inflation, toFX depreciation, or to specified interest rates – these are common in emerging markets. The index fixings may – byconstruction – lag or mis-measure the actual move in the underlying variables they are intended to track. The choice ofthe proper fixing (or metric) is particularly important in swaps markets, where floating coupon rates (i.e., coupons indexedto a typically short-dated interest rate reference index) are exchanged for fixed coupons. Funding in a currency that differsfrom the currency in which coupons are denominated carries FX risk. Options on swaps (swaptions) the risks typical tooptions in addition to the risks related to rates movements.??Derivative transactions involve numerous risks including market, counterparty default and illiquidity risk. Theappropriateness of these products for use by investors depends on the investors' own circumstances, including theirtax position, their regulatory environment and the nature of their other assets and liabilities; as such, investors shouldtake expert legal and financial advice before entering into any transaction similar to or inspired by the contents of thispublication. The risk of loss in futures trading and options, foreign or domestic, can be substantial. As a result of thehigh degree of leverage obtainable in futures and options trading, losses may be incurred that are greater than theamount of funds initially deposited – up to theoretically unlimited losses. Trading in options involves risk and is notsuitable for all investors. Prior to buying or selling an option, investors must review the "Characteristics and Risks ofStandardized Options”, at http://www.optionsclearing.com/about/publications/character-risks.jsp . If you are unable toaccess the website, please contact your Deutsche Bank representative for a copy of this important document.??Participants in foreign exchange transactions may incur risks arising from several factors, including: (i) exchange rates canbe volatile and are subject to large fluctuations; (ii) the value of currencies may be affected by numerous market factors,including world and national economic, political and regulatory events, events in equity and debt markets and changes ininterest rates; and (iii) currencies may be subject to devaluation or government-imposed exchange controls, which couldaffect the value of the currency. Investors in securities such as ADRs, whose values are affected by the currency of anunderlying security, effectively assume currency risk.??Deutsche Bank is not acting as a financial adviser, consultant or fiduciary to you or any of your agents with respect toany information provided in this report. Deutsche Bank does not provide investment, legal, tax or accounting advice, andis not acting as an impartial adviser. Information contained herein is being provided on the basis that the recipient willmake an independent assessment of the merits of any investment decision, and is not meant for retirement accounts orfor any specific person or account type. The information we provide is directed only to persons we believe to be financiallysophisticated, who are capable of evaluating investment risks independently, both in general and with regard to particulartransactions and investment strategies, and who understand that Deutsche Bank has financial interests in the offering ofits products and services. If this is not the case, or if you or your agent are an IRA or other retail investor receiving thisdirectly from us, we ask that you inform us immediately.

Unless governing law provides otherwise, all transactions should be executed through the Deutsche Bank entity inthe investor's home jurisdiction. Aside from within this report, important conflict disclosures can also be found athttps://research.db.com/Research/ on each company ’ s research page. Investors are strongly encouraged to review thisinformation before investing.?

United States: Approved and/or distributed by Deutsche Bank Securities Incorporated, a member of FINRA, NFA and SIPC.Analysts located outside of the United States are employed by non-US affiliates that are not subject to FINRA regulations,including those regarding contacts with issuer companies.??

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Germany: Approved and/or distributed by Deutsche Bank AG, a joint stock corporation with limited liability incorporatedin the Federal Republic of Germany with its principal office in Frankfurt am Main. Deutsche Bank AG is authorized underGerman Banking Law and is subject to supervision by the European Central Bank and by BaFin, Germany ’ s FederalFinancial Supervisory Authority.??United Kingdom: Approved and/or distributed by Deutsche Bank AG acting through its London Branch at WinchesterHouse, 1 Great Winchester Street, London EC2N 2DB. Deutsche Bank AG in the United Kingdom is authorised by thePrudential Regulation Authority and is subject to limited regulation by the Prudential Regulation Authority and FinancialConduct Authority. Details about the extent of our authorisation and regulation are available on request.??Hong Kong: Distributed by Deutsche Bank AG, Hong Kong Branch or Deutsche Securities Asia Limited (save that anyresearch relating to futures contracts within the meaning of the Hong Kong Securities and Futures Ordinance Cap. 571shall be distributed solely by Deutsche Securities Asia Limited). The provisions set out above in the "Additional Information"section shall apply to the fullest extent permissible by local laws and regulations, including without limitation the Code ofConduct for Persons Licensed or Registered with the Securities and Futures Commission. .??India: Prepared by Deutsche Equities India Private Limited (DEIPL) having CIN: U65990MH2002PTC137431 and registeredoffice at 14th Floor, The Capital, C-70, G Block, Bandra Kurla Complex Mumbai (India) 400051. Tel: + 91 22 71804444. It is registered by the Securities and Exchange Board of India (SEBI) as a Stock broker bearing registrationnos.: NSE (Capital Market Segment) - INB231196834, NSE (F&O Segment) INF231196834, NSE (Currency DerivativesSegment) INE231196834, BSE (Capital Market Segment) INB011196830; Merchant Banker bearing SEBI Registrationno.: INM000010833 and Research Analyst bearing SEBI Registration no.: INH000001741. DEIPL may have receivedadministrative warnings from the SEBI for breaches of Indian regulations. The transmission of research through DEIPLis Deutsche Bank's determination and will not make a recipient a client of DEIPL. Deutsche Bank and/or its affiliate(s)may have debt holdings or positions in the subject company. With regard to information on associates, please refer to the“Shareholdings” section in the Annual Report at: https://www.db.com/ir/en/annual-reports.htm .??Japan: Approved and/or distributed by Deutsche Securities Inc.(DSI). 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Beforedeciding on the purchase of financial products and/or services, customers should carefully read the relevant disclosures,prospectuses and other documentation. "Moody's", "Standard & Poor's", and "Fitch" mentioned in this report are notregistered credit rating agencies in Japan unless Japan or "Nippon" is specifically designated in the name of the entity.Reports on Japanese listed companies not written by analysts of DSI are written by Deutsche Bank Group's analysts withthe coverage companies specified by DSI. Some of the foreign securities stated on this report are not disclosed accordingto the Financial Instruments and Exchange Law of Japan. Target prices set by Deutsche Bank's equity analysts are basedon a 12-month forecast period..??Korea: Distributed by Deutsche Securities Korea Co.??South Africa: Deutsche Bank AG Johannesburg is incorporated in the Federal Republic of Germany (Branch RegisterNumber in South Africa: 1998/003298/10).??Singapore: This report is issued by Deutsche Bank AG, Singapore Branch or Deutsche Securities Asia Limited, SingaporeBranch (One Raffles Quay #18-00 South Tower Singapore 048583, +65 6423 8001), which may be contacted in respectof any matters arising from, or in connection with, this report. Where this report is issued or promulgated by DeutscheBank in Singapore to a person who is not an accredited investor, expert investor or institutional investor (as defined in theapplicable Singapore laws and regulations), they accept legal responsibility to such person for its contents.??

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Taiwan: Information on securities/investments that trade in Taiwan is for your reference only. Readers shouldindependently evaluate investment risks and are solely responsible for their investment decisions. Deutsche Bank researchmay not be distributed to the Taiwan public media or quoted or used by the Taiwan public media without written consent.Information on securities/instruments that do not trade in Taiwan is for informational purposes only and is not to beconstrued as a recommendation to trade in such securities/instruments. Deutsche Securities Asia Limited, Taipei Branchmay not execute transactions for clients in these securities/instruments.??Qatar: Deutsche Bank AG in the Qatar Financial Centre (registered no. 00032) is regulated by the Qatar Financial CentreRegulatory Authority. Deutsche Bank AG - QFC Branch may undertake only the financial services activities that fall withinthe scope of its existing QFCRA license. Its principal place of business in the QFC: Qatar Financial Centre, Tower, WestBay, Level 5, PO Box 14928, Doha, Qatar. This information has been distributed by Deutsche Bank AG. Related financialproducts or services are only available only to Business Customers, as defined by the Qatar Financial Centre RegulatoryAuthority.??Russia: The information, interpretation and opinions submitted herein are not in the context of, and do not constitute, anyappraisal or evaluation activity requiring a license in the Russian Federation.

Kingdom of Saudi Arabia: Deutsche Securities Saudi Arabia LLC Company (registered no. 07073-37) is regulated by theCapital Market Authority. Deutsche Securities Saudi Arabia may undertake only the financial services activities that fallwithin the scope of its existing CMA license. Its principal place of business in Saudi Arabia: King Fahad Road, Al OlayaDistrict, P.O. Box 301809, Faisaliah Tower - 17th Floor, 11372 Riyadh, Saudi Arabia.??United Arab Emirates: Deutsche Bank AG in the Dubai International Financial Centre (registered no. 00045) is regulatedby the Dubai Financial Services Authority. Deutsche Bank AG - DIFC Branch may undertake only the financial servicesactivities that fall within the scope of its existing DFSA license. Its principal place of business in the DIFC: DubaiInternational Financial Centre, The Gate Village, Building 5, PO Box 504902, Dubai, U.A.E. This information has beendistributed by Deutsche Bank AG. Related financial products or services are available only to Professional Clients, asdefined by the Dubai Financial Services Authority.??Australia and New Zealand: This research is intended only for "wholesale clients" within the meaning of theAustralian Corporations Act and New Zealand Financial Advisors Act, respectively. Please refer to Australia-specificresearch disclosures and related information at https://australia.db.com/australia/content/research-information.htmlWhere research refers to any particular financial product recipients of the research should consider any product disclosurestatement, prospectus or other applicable disclosure document before making any decision about whether to acquirethe product.??Additional information relative to securities, other financial products or issuers discussed in this report is available uponrequest. This report may not be reproduced, distributed or published without Deutsche Bank's prior written consent.Copyright © 2018 Deutsche Bank AG

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David Folkerts-LandauGroup Chief Economist and Global Head of Research

Raj HindochaGlobal Chief Operating Officer

Research

Michael SpencerHead of APAC Research

Global Head of Economics

Steve PollardHead of Americas Research

Global Head of Equity Research

Anthony KlarmanGlobal Head ofDebt Research

Paul ReynoldsHead of EMEA

Equity Research

Dave ClarkHead of APAC

Equity Research

Pam FinelliGlobal Head of

Equity Derivatives Research

Andreas NeubauerHead of Research - Germany

Spyros MesomerisGlobal Head of Quantitative

and QIS Research

International Production Locations

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