Institute. Yale School of Management EDHEC-Risk Institute Harvesting Risk Premia in Alternative Classes and Investment Strategies

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Institute Yale School of Management EDHEC-Risk Institute Harvesting Risk Premia in Alternative Classes and Investment Strategies July 11-13, 2016, Yale Campus (New Haven, CT) - USA

Yale SOM EDHEC-Risk Harvesting Risk Premia in Alternative Classes and Investment Strategies Seminar Description Investors are increasingly turning to alternative investments to find new ways of increasing the performance and decreasing the risk of their portfolio, in a context where the benefits of diversification within traditional equity and bond portfolios have decreased. Broadly speaking, this seminar shows how to deal with non-gaussian returns, illiquid assets, and flawed data. It also presents qualitative and quantitative techniques to control asset-class exposures, and manages liquidity, valuation and counterparty risks for portfolio-wide decisions involving alternatives Seminar Key Learning Objectives > Explore the efficacy of an alternatives-based portfolio > Analyse various alternative investment vehicles including real estate, private equity, hedge funds, infrastructure and commodities > Discuss the celebrated Yale model > Understand underlying infrastructure assets and learn about the existing track record of listed and unlisted infrastructure investments solutions > Learn about applicable pricing and risk models for infrastructure project debt and equity investments > Explore the major global trends in commodities trading, production, and demand around the world > Understand the fundamental interconnection between spot and futures markets > Investigate investable commodity indices, the effects of the financialisation of commodity markets, and the influence of speculative capital in the markets 2

Detailed Outline Day 1 Professor Will N.Goetzmann Alternative Assets The day will focus on current research into alternative asset classes, including private equity, hedge funds, real estate and fine art. We will use Yale s Brandeis Rose Endowment case as a basis for exploring the efficacy of an alternatives-based portfolio. We will use the EOP/Blackstone case as the basis for exploring real estate investing in the public vs. the private equity setting. Morning sessions The Yale Model > Come prepared for a discussion of the Yale Model. > What is the philosophical foundation of the Yale strategy? > Is it replicable, saleable, and applicable to other institutional forms? > What are the risks of the Yale Model? > What is Yale s reported historical returns to private equity investing? The Yale Model of investing in alternative asset classes is an exemplar for institutional investors moving into illiquid, actively managed assets. In the opening session, we review the philosophy of the Yale model and how it has fared through the development and maturation of the private equity industry, the emergence of new asset classes, the 2008 financial crisis and the boom in public markets. Is the model still valid? If so, is it a fit for a broad range of managers? What is the alternative to alternatives? Private Equity How does private equity add value and to whom does it add value? How should PE returns and risk be measured? What does PE add to an investment portfolio? How does it serve the investor s mission? How do PE returns evolve through time? This session will use recent empirical research into private equity returns to explore these fundamental questions. Real Estate Blackstone acquired the largest public portfolio of U.S. office properties when it made a successful tender offer of $36 billion in 2006 for Equity Office Properties. The case illuminates all of the fundamental principles of property investing. Class discussion will focus on the nature of commercial property investing, its macroeconomic exposure and its role in an investment portfolio. The case contrasts public vs. private property investment in a discourse that is useful for institutional investors. Afternoon sessions Hedge Funds What is the value proposition of hedge funds? What role do they play in the markets and do they deliver alpha to investors? In this section we explore hedge funds from the perspective of their role in capital markets and address the question of whether this role is sustainable in a changing institutional ecology. Research by the instructor and others will be presented and discussed. Art and Collectibles Extraordinary auction prices for art have raised to possibility for institutional investors that collectibles may be a way to invest in macroeconomic trends, hedge inflation and capture venture-like returns. In this section, the instructor presents current research about the drivers of the return to art and collectibles, discusses the emerging markets for art in Asia and the question of whether art really is a viable portfolio asset. Brandeis Rose Art Museum Case Set in the context of the financial crisis, this case focuses on a $700 million university endowment caught in the liquidity shock of 2008 with an alternative assets portfolio and a museum full of valuable art. It combines all 3

of the elements of the day, addressing the benefits and risks of the Yale Model, the administrative challenge of maintaining the model during a crisis, the issue of art as an investment and the potential to monetize cultural assets. Is Brandeis alternative asset portfolio appropriate for an institutional investor? Should art be treated as an asset? Is so, what does it contribute to the portfolio? Concluding remarks Day 2 Professor K. Geert Rouwenhorst Commodity Investing Commodities are a relatively young asset class that is not widely understood by investors and asset allocators. Commodities have unique attributes and factor exposures that can be attractive when building diversified portfolios. The investment case for commodities requires understanding of the drivers of the risk premium in futures markets and their relation to scarcity and disruptions in physical markets. In addition to the theoretical foundations, this course will examine the empirical evidence on risk and return in commodity markets. This will include the perspective of a variety of market participants including investors, hedgers, and asset managers such as CTAs. Throughout the class we will illustrate how the insights from research have been implemented in the design of commodity benchmarks and the products offered in the market. All sections will be co-taught by: K. Geert Rouwenhorst, Yale University, and Matthew C. Schwab, Goldman Sachs Morning session The Investment Case for Commodities The morning session is designed to provide an overview of commodities markets around the world: what are the major trends in trading, production, and demand around the world? Next is an analysis of historical price trends over various economic cycles, and inflationary versus deflationary episodes over the past 200 years. We discuss the key differences between spot and futures markets and develop the basic theory behind drivers of return in commodity futures markets followed by a discussion of empirical studies to illustrate how commodities fit into a portfolio of traditional assets. The session will include an overview of investable commodity indices, the effects of financialization of commodity markets, and the influence of speculative capital in the markets. How should an investor construct an expected return forecast for commodities as an asset class. Afternoon session The Fundamentals of Commodities Markets The afternoon session will start with the fundamental interconnection between spot and futures markets, followed by a discussion of contango, backwardation, and the convenience yield and how the shape of the futures curve conveys information about scarcity in physical markets. Scarcity as the fundamental driver of returns. What should be the performance benchmark of a commodity investor: spot prices or futures prices? Explaining investment performance: why do commodity investments sometimes outperform or underperform spot prices? How is fundamental investing different from trend following the predominant investment style of Commodity Trading Advisors (CTAs)? Issues in performance evaluation of CTAs. Do investors chase returns? Who provides and who consumes liquidity in commodity futures markets and its implications for the returns earned by investors. How are the insights from understanding the fundamentals incorporated into investable products that are available in the market? 4

Day 3 Professor Frédéric Blanc-Brude Infrastructure Morning sessions Investment Beliefs Introduction: the quandaries of long-term infrastructure investing > Motivations to invest in infrastructure and challenges to diversify, rebalance and measure the performance of a portfolio of very large, highly illiquid private assets Part 1: Nature of infrastructure investment: from concrete to contracts > Develop an understanding of the financial economics of infrastructure and the contractual nature of infrastructure investment > From risk transfer to risk factors in infrastructure projects (why project returns might co-vary, or not) > Review existing empirical evidence of risk pricing in private infrastructure investments This part of the class includes a discussion of the impact of the public procurement of infrastructure on the risk profile of individual assets for a pure financial investor, including the possibility of infrastructure lemons and infrastructure cash cows using specific case studies. Part 2: Is infrastructure different? Comparing volatilities and correlations between listed, unlisted infrastructure and other firms > Learn about the impact of listed infrastructure on the efficient mean-variance frontier of a large, welldiversified investor > Make robust comparisons revenue and profit volatilities and correlations with non-infrastructure firms > Understand the predictability and relative size dividend payout policies in infrastructure and non-infrastructure assets This part of the class includes a discussion of how qualifying infrastructure might be defined and categorised insofar as they embody a unique business model compared to other firms, public or private. Afternoon sessions Valuation and performance benchmarking Part 3: Credit risk, cash flow dynamics and valuation of infrastructure project debt > Understand structural credit risk models for infrastructure project finance > Learn how complex cash flow dynamics can be estimated using machine learning > Learn about pricing embedded options in project finance debt to predict recovery rates This part of the seminar also includes a discussion of specific case studies of debt restructuring in infrastructure project finance and the tendency of such loans to achieve high recovery rates. Part 4: Long-term valuation of privately-held infrastructure equity > Review the literature on private infrastructure equity valuation and understand its limits > Learn about a robust approach to estimate time-varying discount factors > Understand applications to private market valuations 5

Seminar Instructors Frédéric Blanc-Brude, Director, EDHEC Infrastructure Institute Singapore PhD King s College London > Frédéric Blanc-Brude is the author of numerous scientific publications on infrastructure economics and investment. His latest book on infrastructure asset valuation was published in March 2015. He also teaches an infrastructure investment and benchmarking course as part of the EDHEC- Risk Institute/Yale-SOM executive program on alternative investments and represents EDHEC on the Advisory Council of the World Bank s Global Infrastructure Facility (GIF). Prior to joining EDHEC, he worked for ten years in the infrastructure finance sector, and was actively involved in transactions representing a cumulative value of more than USD6bn in Europe, Asia and the Middle East. He holds a PhD in Finance from King s College London, an MSc in Political Theory from the London School of Economics, a Master in Economics from the Sorbonne University, and is a graduate of the Paris Institute of Political Studies (Sciences Po). Will Goetzmann, Edwin J. Beinecke Professor of Finance and Management Studies, Director of the International Center for Finance, Yale School of Management PhD Yale University > William N. Goetzmann is an expert on a diverse range of investments, including stocks, mutual funds, real estate, and paintings. His research topics include forecasting stock markets, selecting mutual fund managers, housing as investment, and the risk and return of art. Professor Goetzmann s work has been featured in The Wall Street Journal, The New York Times, Business Week, The Economist, Forbes, and Art and Auction. Professor Goetzmann has a background in arts and media management. As a documentary filmmaker, he has written and coproduced programmes for Nova and the American Masters series, including a profile of artist Thomas Eakins. A former director of Denver s Museum of Western Art, Professor Goetzmann co-authored The Origins of Value: The Financial Innovations that Created Modern Capital Markets. K. Geert Rouwenhorst, Robert B. and Candice J. Haas Professor of Corporate Finance, Deputy Director of the International Center for Finance, Yale School of Management PhD University of Rochester > Geert Rouwenhorst specialises in empirical finance and asset pricing. His research interests include risk and return in international equity markets, commodity investments, and the history of financial innovation. He has held visiting positions at MIT and the IMF. His co-edited book The Origins of Value: the Financial Innovations that Created Modern Capital Markets surveys key historical innovations in the field of finance, and was named a book of the year by Barron s and The Economist. 6

Yale SOM EDHEC-Risk Certificate in Risk and Investment Management Institute Participants can complete all four seminars and receive the prestigious joint Yale School of Management- EDHEC-Risk Certificate in Risk and Investment Management, or attend a single session which provides more focused study. For further information on the Yale SOM EDHEC-Risk Certificate in Risk and Investment Management please refer to the certificate brochure. Fees, Billing and Further Information Remote-Learning Option To offer you more flexibility, we offer the option of distance-learning, which will allow the instructor to interact live with remote participants. Please be advised that in order to obtain the certificate, a maximum of two distance-learning sessions is permitted within the whole series. For more information, please contact us at yalesom-eri@edhec-risk.com Fees Standard rate: EUR5,200 Fees include instruction, documentation, refreshments at breaks, and lunch. Accommodation is not included. Billing and payment The fee is billed in euros upon registration and must be settled before the seminar begins. Payment can be made by credit card or wire transfer. Transfer or cancellation Transfer of registration to a colleague, upon written notice, is allowed and free of charge. Transfer of registration fees to another Yale SOM - EDHEC-Risk programme must be requested in writing and is subject to the following charges: 45 to 30 days notice: 15% of the tuition fee; 29 to 11 days notice: 30% of the tuition fee; 10 days notice or less: 50% of the tuition fee. Cancellations of confirmed seats must be received in writing and are subject to the following charges: 45 to 30 days notice: 25% of the tuition fee; 29 to 11 days notice: 50% of the tuition fee; 10 days notice or less: 100% of the tuition fee. Schedule A typical programme day lasts from 9:00 am to 5:00 pm and is usually divided into lectures and application cases. The two class sessions in each half-day period are separated by 30-minute refreshment breaks. Lunch is included. Venue Yale School of Management 165 Whitney Avenue New Haven, CT 06511-3729 7

Continuing Professional Education Credits EDHEC-Risk Institute is registered with CFA Institute as an approved provider of continuing education programmes. EDHEC-Risk Institute is registered with GARP as an approved provider of continuing professional education credits for FRMs and ERPs. For IMCA members, IMCA will grant 12 hours (two day seminars) and 18 hours (three day seminars) of CE credit toward the CIMA, CIMC, and CPWA certifications. Registration For further information, please contact Caroline Prevost at: yalesom-eri@edhec-risk.com or on: +33 493 183 496 To register, please visit: https://www.regonline.co.uk/s3_nh_july_2016 8

Yale School of Management Edward P. Evans Hall 165 Whitney Avenue, New Haven, Connecticut Tel.: +1 203.432.5932 Institute EDHEC-Risk Institute 393 promenade des Anglais BP 3116-06202 Nice Cedex 3 France Tel: +33 (0)4 93 18 78 24 EDHEC Risk Institute Europe 10 Fleet Place, Ludgate London EC4M 7RB United Kingdom Tel: +44 207 871 6740 EDHEC Risk Institute Asia 1 George Street #07-02 Singapore 049145 Tel: +65 6438 0030 EDHEC Risk Institute France 16-18 rue du 4 septembre 75002 Paris France Tel: +33 (0)1 53 32 76 30 www.edhec-risk.com