Prof. Dr. Yvan Lengwiler Prof. Dr. Heinz Zimmermann Abteilung Wirtschaftstheorie Abteilung Finanzmarkttheorie/Finance Spring 2009 10202-01 Advanced Asset Pricing 6 CP Fortgeschrittene Kapitalmarktmodelle 6 CP Course Objective This course provides an in-depth treatment of selected topics of advanced capital market theory (asset pricing). The first part coveres the analytical structure of asset pricing models, the second part focuses more on empirical issues. a) We develop the microeconomic general equilibrium foundations of modern asset pricing theory. In particular, we examine conditions for "easy aggregation" and explore some of the problems when aggregation is not so easy. b) We extend the standard one-period setting to intertemporal portfolio decisions and equilibrium. We then analyse the structure and interrelationship between SDF-, beta- and minimum-variance representations of asset pricing models. c) Standard, conditional and unconditional asset pricing tests are discussed, with a strong focus on spanning tests and their interpretation. Prerequisites Basic finance knowledge and some basic microeconomics background is required to follow the course. The mathematics we use does not exceed highschool level, except for some basic stochastics. The empirical part of the course requires some basic knowledge in econometrics, but interest in empirical work can well substitute lacking econometric experience. 2 Organisation The lectures take place on Wednesdays, 0915 to 1300 (detailed schedule see behind). Instructors: Prof. Dr. Yvan Lengwiler, yvan.lengwiler@unibas.ch Prof. Dr. Heinz Zimmermann, heinz.zimmermann@unibas.ch Benjamin Brunner, M.S., b.brunner@unibas.ch Assessment/Exams/Credits The course is worth 6 ECTP. For the first part there is a written exam worth 100% of the grade. For the second part there is a final exam (worth 70% of the grade) and a homework (worth 30%). The grade for the course is the average of the grades you achieve in both parts. 3 Outline Part I: General equilibrium asset pricing (Y. Lengwiler) 1 2 3 4 5 6 Contingent claim economy Financial assets in general equilibrium; Risk-neutral probabilities Decisions under risk and the use of porbabilities in decision theory Aggregation; SDF; C-CAPM More on the finance economy model Richer models: When aggregation fails Part II: Asset Pricing Models (H. Zimmermann) 1 2 3 4 5 6 7 8 9 Intertemporal portfolio selection and hedging Intertemporal asset pricing, and consumption SDF approach to asset pricing General Method of Moments (GMM) Representation and equivalance of asset pricing models: SDF, mv, beta Spanning tests Pricing errors, and arbitrage pricing theory (APT) Conditioning information: Predictability in stock and bond returns Testing conditional asset pricing models 4 Schedule Date 25.02 11.03 18.03 25.03 1.04 8.04 15 04 22 04 29 04 06 05 13 05 20 05 Session Topic Nr. 1+2 (1) Contingent claim economy 3+4 (2) Financial assets in general equilibrium; Risk-neutral probabilities 5+6 (3) Decisions under risk and the use of porbabilities in decision theory 7+8 (4) Aggregation; SDF; C-CAPM 9+10 (5) More on the finance economy model 11+12 (6) Richer models: When aggregation fails 13 14 15 16 17 18 19 20 21 22 23 24 (1) Intertemporal portfolio selection, hedging (2) Intertemporal asset pricing, consumption (3) SDF approach to asset pricing (4) Econometrics 1: GMM (5) Representation and equivalence of APM (5) cont. (5) cont. (6) Econometrics 2: Spanning tests (7) Pricing errors, arbitrage pricing (8) Conditioning information (8) cont. (9) Econometrics 3: Conditional asset pricing Readings 5 Readings The main texts for the course are: a) Textbook (first 12 sessions): Lengwiler (2004). Microfoundations of Financial Economics, Princeton University Press. b) Textbook: John H. Cochrane (2005): Asset pricing. Princeton University Press. Revised edition – Available at Karger Libri c) Review Paper: Wayne E. Ferson (2003): Tests of multifactor pricing models, volatility bounds, and portfolio performance, in: Handbook of the Economics of Finance, Edited by G.M. Constantinides, M. Harris and R. Stulz, Elsevier There are alternative textbooks that cover much of the material, and you may want to consider these for parallel study. For the theoretical part, the following is suggested: LeRoy/Werner (2001). Principles of Financial Economics, Cambridge University Press. [They cover much of the non-empirical part of standard equilibrium asset pricing theory.] Gollier (2001). The Economics of Risk and Time, MIT Press. Ingersoll (1987). Theory of Financial Decision Making, Rowman & Littlefield. Merton (1990). “Capital Market Theory and the Pricing of Financial Securities”, Chapter 11, in: Handbook of Monetary Economics, Eds. Friedman/Hahn, NorthHolland (Review). For the empirical part of the lecture, the following texts are also useful: Campbell/Lo/MacKinlay (1997). The Econometrics of Financial Markets, Princeton University Press. Ferson,W.E. (1995), “Theory and empirical testing of asset pricing models”, in: R. Jarrow, V. Maksimovic andW.T. Ziemba, eds., Handbooks in Operations Research and Management Science: Finance, Elsevier, pp. 145−200. 6 Literature Some classic papers that every student must read: Arrow (1963). “The Role of Securities in the Optimal Allocation of Risk-Bearing”, Review of Economic Studies 31, pp. 91-96, Reprinted in Essays in the Theory of Risk-Bearing, North-Holland, 1970. Radner (1972). “Existence of Equilibrium of Plans, Prices, and Price Expectations in a Sequence of Markets”, Econometrica 40 (2), pp. 289-303. Rubinstein (1974). “An Aggregation Theorem for Securities Markets”, Journal of Financial Economics 1, pp. 225-244. Kimball (1990): “Precautionary savings in the small and in the large”, Econometrica 58, pp. 53-73 Lucas (1978). “Asset prices in an exchange economy”, Econometrica 46, pp. 14291445. An extensive reading list (most items with links) can be found here: http://www.wwz.unibas.ch/witheo/yvan/book/lit.html 1. Intertemporal portfolio selection and hedging Ingersoll, Chapter 13 (up to p. 285; methodological basics: Chapters 12 and 16). Duffie, Chapter 3 (parts). Huang/Litzenberger, Chapter 7. Merton (1990, Review), Sections 6 and 7. Merton (1990, Book), Chapter 3. Merton (1975). “Theory of finance from the perspective of continuous time”, Journal of Financial and Quantitative Analysis 10, pp. 659-674 (easy reading!). Merton (1971). “Optimum consumption and portfolio rules in a continuous-time model”, Journal of Economc Theory 3, pp. 373-413. Martingale-models: Cox/Huang (1989). “Optimum consumption and portfolio policies when asset prices follow a diffusion process”, Journal of Economic Theory 49, pp. 33-83. Pliska (1986): "A Stochastic Calculus Model of Continuous Time Trading: Optimal Portfolios,” Mathematics of Operations Research 11. Eggers (2004): „Martingaleansätze in der Portfolioselektion“, Dissertation HSG 7 2a. Intertemporal asset pricing models a) Merton’s Multi-Beta CAPM Merton (1973). “An intertemporal capital asset pricing model”, Econometrica 41, pp. 867-80. Ingersoll, Chapter 13 (pp. 286 to the end of the chapter). Constantinides (1989). “Theory of Valuation: Overview”, in: Frontiers of Modern Financial Theory, Eds. Bhattacharya/Constantinides, Rowman & Littlefield (Sections (IV and) V). Huang/Litzenberger, Chapter 7. Applications: Mayers (1972). “Nonmarketable assets and capital market equilibrium under uncertainty”, in: Studies in the Theory of Capital Markets, Ed. Jensen, Praeger, pp. 223-248. Williams (1977). “Capital asset prices with heterogeneous beliefs”, Journal of Financial Economics 5, pp. 219-239. b) Consumption-CAPM Lucas (1978). “Asset prices in an exchange economy”, Econometrica 46, pp. 14291445. Ingersoll, Chapter 15 (pp. 332-333). Constantinides (1989). “Theory of Valuation: Overview”, in: Frontiers of Modern Financial Theory, Eds. Bhattacharya/Constantinides, Rowman & Littlefield (Section III). Huang/Litzenberger, Chapter 7. Blanchard/Fischer (1989). Lectures on Macroeconomics, MIT-Press (Chapter 10.1, pp. 506-512). Sargent (1987). “Asset prices and consumption”, Chapter 3 in: Dynamic Macroeconomic Theory, Harvard University Press. Beja (1971). The structure of the cost of capital under uncertainty, Review of Economic Studies 38, pp. 359-369. Breeden (1979). “An intertemporal asset pricing model with stochastic consumption and investment opportunities”, Journal of Financial Economics 7, pp. 265-296. 8 Grossmann/Shiller (1982). “Consumption correlatedness and risk measurement in economies with non-traded assets and heterogeneous information”, Journal of Finanical Economics 10, pp. 195-210. Rubinstein (1976). “The valuation of uncertain income streams and the valuation of options”, Bell Journal of Economics and Management Science 7, pp. 407-425. c) Smoothing, time-varying risk premia Black (1990). “Mean reversion and consumption smoothing”, Review of Financial Studies 3, pp. 107-114. Grossman/Zhou (1996). “Equilibrium analysis of portfolio insurance”. Journal of Finance 51, pp. 1379-1403. d) Production Duffie, Chapters 3 and 4. Brock (1982). “Asset prices in a production economy”, in: The Economics of Information and Uncertainty, Ed. McCall, University of Chicago Press, pp. 1-46. Cox/Ingersoll/Ross (1985a). “An intertemporal general equilibrium model of asset prices”, Econometrica 53, pp. 363-384. Breeden (1986). “Consumption, production, inflation and interest rates: A synthesis”, Journal of Financial Economics 16, pp. 3-39. 2b. Consumption, prudence, and asset pricing Gollier, Chapters (15), 16, 17, 22.6 Carroll/ Kimball (1996). On the concavity of the consumption function, Econometrica 64, pp. 981-992 Kimball (1990): “Precautionary savings in the small and in the large”, Econometrica 58, pp. 53-73 Kimball (1993): “Standard risk aversion”, Econometrica 61, pp. 589-611 Separating time and risk Gollier, Chapter 20 Kreps/ Porteus (1978): “Temporal resolution of uncertainty and dynamic choice theory”, Econometrica 46, pp. 185-200 Selden (1978): “A new representation of preferences over ….”, Econometrica 46, pp. 1045-1060 9 2c. Analysis of intertemporal models in a state-preference framework Cochrane, Chapters 9.1-9.3, 21.1 (Puzzles). Ingersoll, Chapters (8), 10 and 15. Huang/Litzenberger, Chapters 5 and 7. Constantinides (1989). “Theory of Valuation: Overview”, in: Frontiers of Modern Financial Theory, Eds. Bhattacharya/Constantinides, Rowman & Littlefield (Sections (VI, VII) and VIII). Merton (1990, Book), Chapter 16, especially 16.1 und 16.7. a) Efficiency of risk allocation in intertemporal models Gollier, Chapter 21 Breeden (1984): “Futures markets and commoditiy options: Hedging and optimality in incomplete markets”, Journal of Economic Theory 32, pp. 275-300. Dybvig (1988): «Inefficient dynamic portfolio strategies or how to throw away a million dollars in the stock market», Review of Financial Studies 1, pp. 67-88. b) Complete vs. incomplete markets Breeden (1984). “Futures markets and commoditiy options: Hedging and optimality in incomplete markets”, Journal of Economic Theory 32, pp. 275-300. Duffie/Huang (1985). “Implementing Arrow-Debreu equilibria by continuous trading of few long-lived securities”, Econometrica 53, pp. 1337-1356. Heaton/Lucas (1996). “Evaluating the effects of incomplete markets on risk sharing and asset pricing”, Journal of Political Economy 104, pp. 443-487. c) Equilibrium and Arbitrage Brennan (1979). “The pricing of contingent claims in discrete time models”, Journal of Finance 34, pp. 73-86. Bick (1987). On the consistency of the Black-Scholes model with a general equilibrium framework; Journal of Financial and Quantitative Analysis 22, pp. 259275. Bick (1990). “On viable diffusion price processes for the market portfolio”, Journal of Finance 45, pp. 673-689. Franke/Stapleton/Subrahmanyam (1999). “When are Options Overpriced? The Black-Scholes Model and Alternative Characterisations of the Pricing Kernel”, European Finance Review 3 (1), pp. 79-102. 10 He/ Leland (1993). “On Equilibrium Asset Price Processes”, Review of Financial Studies 6, pp. 593-617. Longstaff (1995). “Option Pricing and the Martingale Restriction”, Review of Financial Studies 8, pp. 1091-1124. 3. SDF approach to asset pricing (SDF: Stochastic discount factor) Cochrane (1996). “A cross-sectional test of an investment based asset pricing model”, Journal of Political Economy 104, pp. 572-621. Brandt (1999). “Estimating Portfolio and Consumption Choice: A Conditional Euler Equations Approach”, Journal of Finance 54, pp. 1609-1646. Campbell (2001). “Asset Pricing at the Millennium”, Journal of Finance 55, pp. 1515-1567. Drobetz/Stürmer/Zimmermann (2002). “Conditional Asset Pricing in Emerging Markets”, Swiss Journal of Statistics and Economics 138, pp. 507-526 Gallant/Hansen/Tauchen (1990). “Using Conditional Moments of Asset Payoffs to Infer the Volatility of Intertemporal Marginal Rates of Substitution”, Journal of Econometrics 45, pp. 141-179. Hansen/Jagannathan (1991). “Implications of security market data for models of the dynamic economies”, Journal of Political Economy 99, pp. 225-262. Hansen/Singleton (1982). “Generalized Instrumental Variables Estimation of Nonlinear Rational Expectation Models”, Econometrica 50, pp. 1269-1288. Jagannathan/Wang (1996). “The conditional CAPM and the cross-section of expected returns”, Journal of Finance 51, pp. 3-53. Kasa (1997). “Consumption-based versus production-based models of international equity markets”, Journal of International Money and Finance 16, pp. 653-680. 4. Generalized Method of Moments (GMM) Ferson/Jagannathan (1996). “Econometric Evaluation of Asset Pricing Models”, in: Handbook of Statistics 14, Eds. Maddala/Rao, Amsterdam: Elsevier, pp. 1-33. Ferson/Foerster (1994). “Finite Sample Properties of the Generalized Method of Moments in Tests of Conditional Asset Pricing Models”, Journal of Financial Economics 36, pp. 29-55. Ferson (1995). “Theory and Empirical Testing of Asset Pricing Models”, in: Handbooks in OR and MS (Vol. 9, ‘Finance’), Jarrow, et.al., Amsterdam: Elsevier, pp. 145-200. Hansen (1982). “Large Sample Properties of Generalized Method of Moments Estimators”, Econometrica 50, pp. 1029-1054. 11 5a. Representation and equivalence of asset pricing models: SDF, mv, beta Cochrane, chapters 1, 4-6, 7, 8-9 Ferson, sections 2, 3 Detailed references are provided by these two texts, so we only list a few classical papers: Dybvig, P., and J. Ingersoll (1982): “Mean variance theory in complete markets”, Journal of Business 55, pp. 233−252. Ferson,W.E., and A.F. Siegel (2002a): “Stochastic discount factor bounds with conditioning information”, Review of Financial Studies, Review of Financial Studies 16, pp. 567-595. Gallant, R.A., L.P. Hansen and G. Tauchen (1990): “Using the conditional moments of asset payoffs to infer the volatility of intertemporal marginal rates of substitution”, Journal of Econometrics 45, pp. 141−179. Gibbons, M.R., S.A. Ross and J. Shanken (1989): “A test of the efficiency of a given portfolio”, Econometrica 57, pp. 1121−1152. Grinblatt, M., and S. Titman (1987): “The relation between mean-variance efficiency and arbitrage pricing”, Journal of Business 60, pp. 97−112 Huberman, G., S.A. Kandel and R.F. Stambaugh (1987): “Mimicking portfolios and exact arbitrage pricing”, Journal of Finance 42, pp. 1−10. Hansen, L.P., and R. Jagannathan (1991): “Implications of security market data for models of dynamic economies”, Journal of Political Economy 99, pp. 225−262. Hansen, L.P., and R. Jagannathan (1997): “Assessing specification errors in stochastic discount factor models”, Journal of Finance 52, pp. 557−590. Hansen, L.P., and S.F. Richard (1987): “The role of conditioning information in deducing testable restrictions implied by dynamic asset pricing models”, Econometrica 55, pp. 587−613. Hansen, L.P., and K. Singleton (1983): “Stochastic Consumption, Risk Aversion, and the Temporal Asset Returns,” Journal of Political Economy 91, pp. 249-265. Jagannathan, R., and Z. Wang (2002): “Empirical evaluation of asset pricing models: a comparison of SDF and beta methods”, Journal of Finance 57, pp. 2337−2367. 12 Kan, R., and G. Zhou (2006): “A New Variance Bound on the Stochastic Discount Factor“, Journal of Business 79, pp. 941-961. MacKinlay, A.C. (1995): “Multifactor models do not explain deviations from the CAPM”, Journal of Financial Economics 38, pp. 3−28. Roll, R. (1977): “A critique of the asset pricing theory’s tests – part 1: On past and potential testability of the theory”, Journal of Financial Economics 4,pp. 129−176. Shanken, J. (1987): “Multivariate proxies and asset pricing relations: living with the Roll critique”, Journal of Financial Economics 18, pp. 91−110. 5b. Empirical tests of unconditional models Classic Papers: Black/ Jensen/ Scholes (1972). ‘The Capital Asset Pricing Model: Some Empirical Tests’, in M.C. Jensen (ed.), Studies in the Theory of Capital Markets (New York: Praeger), pp. 79-121. Fama/MacBeth (1973). “Risk, Return, and Equilibrium: Empirical Tests”, Journal of Political Economy 71, pp. 607-636. Miller/ Scholes (1972). “Rate of return in relation to risk: A reexamination of some recent findings”, in Michael C. Jensen, ed.: Studies in the Theory of Capital Markets, pp. 47—78 (Praeger Publishers: New York). Gibbons/ Ross/ Shanken (1989). “A Test of the Efficiency of a Given Portfolio”, Econometrica 57, pp. 1121–1152. Fama/French (1992). “The Cross-Section of Expected Stock Returns”, Journal of Finance 47, pp. 427-465. Other Papers: Lakonishok/Shleifer/Vishny (1994). “Contrarian Investment, Extrapolation, and Risk”, Journal of Finance 49, pp. 1541-1578. Chan/Lakonishok (1993). “Are the Reports of Beta’s Death Premature? ”, Journal of Portfolio Management 19, pp. 51-62. Chan/Hamao/Lakonishok (1991). “Fundamentals and Stock Returns in Japan”, Journal of Finance 46, pp. 1739-1764. Chen/Roll/Ross (1986). “Economic forces and the stock market”, Journal of Business 59, pp. 383-403. Daniel/Titman (1997). “Evidence on the characteristics of cross-sectional variation in stock returns”, Journal of Finance 52, pp. 1-33. Fama (1981). “Stock returns, real activity, inflation, and money”, American Economic Review 71, pp. 545-565. 13 Fama (1990). “Stock Returns, Expected Returns, and Real Activity”, Journal of Finance 45, pp. 1089-1108. Fama (1991). “Efficient Capital Markets: II”, Journal of Finance 46, pp. 1575-1618. Fama/French (1993). “Common factors in the returns on stocks and bonds”, Journal of Financial Economics 33, pp. 3-56. Fama/French (1996). “Multifactor Explanations of Asset Pricing Anomalies”, Journal of Finance 51, pp. 55-84. Fama/French (1998). “Value versus Growth: The International Evidence”, Journal of Finance 53, pp. 1975-1999. Fama/Schwert (1977). “Asset returns and inflation”, Journal of Financial Economics 5, pp. 115-146. Ferson/Harvey (1994). “Sources of risk and expected returns in global equity markets”, Journal of Banking and Finance 18, pp. 775-803. Ferson/Harvey (1999). “Conditioning Variables and the Cross Section of Stock Returns”, Journal of Finance 54, pp. 1325-1360. Ferson/Sarkissian/Simin (1999). “The alpha factor asset pricing model: A parable”, Journal of Financial Markets 2, pp. 49-68. Hardouvelis/Kim/Wizman (1996). “Asset pricing models with and without consumption data: An empirical evaluation”, Journal of Empirical Finance 3, pp. 267301. Heston/Rouwenhorst/Wessels (1999). “The role of size and beta in the cross-section of European stock returns”, European Financial Management 4, pp. 4-28. MacKinlay (1995). “Multifactor models do not explain deviations from the CAPM”, Journal of Financial Economics 38, pp. 3–28. Roll/Ross (1980). “An Empirical Investigation of the Arbitrage Pricing Theory”, Journal of Finance 35, pp. 1073-1103. Roll/Ross (1994). “On the Cross-Sectional Relation between Expected Returns and Betas”, Journal of Finance 49, pp. 101-122. Shanken (1992). “On the Estimation of Beta-Pricing Models”, Review of Financial Studies 5, pp. 1-34. Treynor/ Black (1973). “How to use security analysis to improve portfolio selection”, Journal of Business 46, pp. 66–86. 6. Spanning Tests Useful review papers: DeRoon/ Nijman (2001). “Testing for mean-variance spanning: a survey”, Journal of Empirical Finance 8, pp. 111–155 14 Kan/ Zhou (2001). “Tests of Mean-Variance Spanning”, Working Paper Important papers: Bekaert/ Urias (1996), “Diversification, integration and emerging market closed-end funds”, Journal of Finance 51, pp. 835–869. Huberman/ Kandel (1987). “Mean-variance spanning”, Journal of Finance 42, pp. 873–888. Jobson/ Korkie (1989). “A performance interpretation of multivariate tests of intersection, spanning and asset pricing”, Journal of Financial and Quantitative Analysis 24, pp. 185–204 Ferson/ Schadt (1993). „General tests of latent variable models and mean-variance spanning”, Journal of Finance 48, pp. 131–156. Ferson/ Schadt (1996). „Measuring funds strategy and performance in changing economic conditions”, Journal of Finance 51, pp. 25–462. Applications (mostly based on HJ bounds): Errunza/Hogan/Hung (1999). “Can the Gains from International Diversification Be Achieved without Trading Abroad?”, Journal of Finance 54, pp. 2075-2107. Bekaert/Urias (1997). “Is There a Free Lunch in Emerging Market Investing?”, Working paper, Stanford University. Burnside (1994). “Hansen-Jagannathan bounds as classical test of asset-pricing models”, Journal of Business and Economic Statistics 12, pp. 57-79. Checcetti/Lam/Mark (1994). “Testing Volatility Restrictions on Intertemporal Marginal Rates of Substitution Implied by the Euler Equations and Asset Returns”, Journal of Finance 49, pp. 123-152. Chen/Knez (1995). “Measurement of Market Integration and Arbitrage”, Review of Financial Studies 8, pp. 287-326. De Roon/Nijman/Werker (1988). “Testing for Spanning Futures Contracts and Nontraded Assets”, Working paper, Tilburg University. De Santis (1995). “Volatility Bounds for Stochastic Discount Factors: Tests and Implications from International Financial Markets”, Working paper, University of Southern California. Snow (1991). “Diagnosing Asset Pricing Models using the Distribution of Asset Returns”, Journal of Finance 46, pp. 955-983. 7. Pricing errors and APT 15 Cochrane, Chapter 9.4-9.5. Ingersoll, Chapters (2) and 7. Constantinides (1989). “Theory of Valuation: Overview”, in: Frontiers of Modern Financial Theory, Eds. Bhattacharya/Constantinides, Rowman & Littlefield (Sections (VI and VII). Hansen/Jagannathan (1997). “Assessing specification errors in stochastic discount factor models”, Journal of Finance 52, pp. 557-590. Huang/ Litzenberger, Chapter 8. Ross (1976). “The arbitrage pricing of capital asset pricing”, Journal of Economic Theory 13, pp. 341-360. Ross (1978). “A simple approach to the valuation of risky streams”, Journal of Business 51, pp. 453-475. Huberman (1983), “A simple approach to APT”, Journal of Economic Theory 28, pp. 1183-1191. 8. Conditioning information: Predictability of stock and bond returns Cochrane (1999). “New Facts in Finance”, Economic Perspectives, pp. 36-58. Fama/French (1989) “Business conditions and expected returns on stocks and bonds”, Journal of Financial Economics 25, pp. 23-49. Barro (1990). “The stock market and investment”, Review of Financial Studies 3, pp. 115-131. Hansen/Richard (1987). “The role of conditioning information deducing testable restrictions implied by dynamic asset pricing models”, Econometrica 55, pp. 12691286. Balvers/Cosimano/McDonald (1990). “Predicting Stock Returns in an Efficient Market”, Journal of Finance 45, pp. 1109-1128. Balvers/Wu/Gilliand (2000). “Mean Reversion Across National Stock Markets and Parametric Contrarian Investment Strategies”, Journal of Finance 55, pp. 745-772. Black (1990). “Equilibrium exchange rate hedging”, Journal of Finance 45, pp. 899907. Bossaerts/Hillion (1999). “Implementing Statistical Criteria to Select Return Forecasting Models: What Do We Learn”, Review of Financial Studies 12, pp. 405428. Campbell (1999). “Asset Prices, Consumption, and the Business Cycle”, in: Handbook of Macroeconomics, Eds. Taylor/Woodford, Vol.1, Amsterdam: NorthHolland, pp. 1231-1303. 16 Campbell/Hamao (1992). “Predictable bond and stock returns in the United States and Japan: A study of long-term capital market integration”, Journal of Finance 47, pp. 43-69. Campbell/Shiller (1988). “The dividend-price ratio and expectations of future dividends and discount factors”, Review of Financial Studies 1, pp. 195-228. Campbell/Shiller (1988). “Stock Prices, Earnings, and Expected Dividends”, Journal of Finance 43, pp. 661-676. Checcetti/Lam/Mark (1990). “Mean Reversion in Equilibrium Asset Prices”, American Economic Review 80, pp. 398-418. Checcetti/Lam/Mark (1993). “The Equity Premium and the Risk-free Rate: Matching the Moments”, Journal of Monetary Economics 31, pp. 21-46. Chen (1991). “Financial investment opportunities and the macroeconomy”, Journal of Finance 46, pp. 529-555. Cheung/He/Ng (1997). “What Are the Global Sources of Rational Variation in International Equity Returns? ”, Journal of International Money and Finance 16, pp. 821-836. Cochrane (1991). “Explaining the variance of price-dividend ratios”, Review of Financial Studies 15, pp. 243-280. Estrella/Hardouvelis (1991). “The Term Structure as a Predictor of Real Economic Activity”, Journal of Finance 46, pp. 555-576. Fama/French (1988). “Permanent and Temporary Components of Stock Prices”, Journal of Political Economy 96, pp. 246-273. Fama/French (1988). “Dividend Yields and Expected Stock Returns”, Journal of Financial Economics 22, pp. 3-27. Ferson/Harvey (1999). “Conditioning Variables and the Cross Section of Stock Returns”, Journal of Finance 54, pp. 1325-1360. Ferson/Heuson/Su (1999). “How much do Expected Stock Returns Vary over Time? Answers from the Option Markets”, Working paper, University of Washington. Foster/Smith/Whaley (1997). “Assessing Goodness-of-Fit of Asset Pricing Models: The Distribution of the Maximal R2”, Journal of Finance 52, pp. 591-607. Harvey (1991). “The term structure and world economic growth”, Journal of Fixed Income, pp. 7-19. Harvey (1991). “The specification of conditional expectations”, Working paper, Duke University. Hawawini/Keim (1995). “On the Predictability of Common Stock Returns: WorldWide Evidence”, in: Handbooks in OR and MS (Vol. 9, ‘Finance’), Jarrow, et.al., Amsterdam: Elsevier, pp. 497-544. Keim/Stambaugh (1986). “Predicting returns in the stock and bond markets”, Journal of Financial Economics 17, pp. 358-390. Kirby (1998). “The Restrictions on Predictability Implied by Rational Asset Pricing Models”, Review of Financial Studies 11, pp. 343-382. 17 Liew/Vassalou (2000). “Can book-to-market, size, and momentum be risk factors that predict economic growth? ”, Journal of Financial Economics. Lo/MacKinlay (1988). “Stock Market Prices Do Not Follow Random Walks: Evidence from a Simple Specification Test”, Review of Financial Studies 1, pp. 4166. Lo/MacKinlay (1990). “Data-Snooping Biases in Tests of Financial Asset Pricing Models”, Review of Financial Studies 3, pp. 431-468. Lo/MacKinlay (1992). “Maximizing Preditctability in the Stock and Bond Markets”, Working paper, Sloan School of Management, Massachusetts Institute of Technology. McQueen/Roley (1993). “Stock Prices, News, and Business Conditions”, Review of Financial Studies 6, pp. 683-707. Merton (1980). “On Estimating the Expected Return on the Market”, Journal of Financial Economics 8, pp. 323-361. Poterba/Summers (1988). “Mean Reversion in Stock Returns: Evidence and Implications”, Journal of Financial Economics 22, pp. 27-60. Schwert (1990). “Stock return and Real Activity: A Century of Evidence”, Journal of Finance 45, pp. 1237-1258. Shanken (1990). “Intertemporal asset pricing: An empirical investigation”, Journal of Econometrics 45, pp. 99-120. 9. Testing conditional asset pricing models Harvey (1991). “The World Price of Covariance Risk”, Journal of Finance 46, pp. 111-157. Oertmann/Zimmermann (1998). “Global economic conditions and risk premia on international investments”, Working paper, University of St. Gallen. Bekaert/Harvey (1995). “Time-varying world market integration”, Journal of Finance 50, pp. 403-444. Boudhoukh/Richardson/Smith (1993). “Is the ex ante risk premium always positive?”, Journal of Financial Economics 34, pp. 387-408. Dumas/Solnik (1995). “The world price of foreign exchange risk”, Journal of Finance 50, pp. 445-479. Ferson (1990). “Are the latent variables in time-varying expected returns compensation for consumption risk”, Journal of Finance 45, pp. 397-430. Ferson/Foerster/Keim (1993). “General test of latent variable models and meanvariance spanning”, Journal of Finance 48, pp. 131-156. Ferson/Harvey (1991). “The variation of economic risk premiums”, Journal of Political Economy 99, pp. 385-415. Ferson/Harvey (1993). “The risk and predictability of international equity returns”, Review of Financial Studies 6, pp. 527-566. 18 Ferson/Korajczyk (1995). “Do arbitrage pricing models explain the predictability of stock returns?”, Journal of Business 68, pp. 309-349. Gibbons/Ferson (1985). “Testing asset pricing models with changing expectations and an unobservable market portfolio”, Journal of Financial Economics 14, pp. 217236. Harvey/Kirby (1996). “Instrumental Variables Estimation of Conditional Beta Pricing Models”, in: Handbook of Statistics 14, Eds. Maddala/Rao, Amsterdam: Elsevier, pp. 35-60. Harvey/Solnik/Zhou (1995). “What determines expected international asset returns?”, Working paper, Duke University. Ilmanen (1995). “Time-Varying Expected Returns in International Bond Markets”, Journal of Finance 50, pp. 481-506. Lettau/Ludvigson (2001). “Consumption, aggregate wealth, and expected stock returns”, Journal of Finance 56, pp. 815-849. Ostdiek (1998). “The world ex ante risk premium: An empirical investigation”, Journal of International Money and Finance 17, pp. 967-999. Wheatley (1989). “A Critique of Latent Variable Tests Of Asset Pricing Models”, Journal of Financial Economics 23, pp. 325-338. Zhou (1994). “Analytical GMM Tests: Asset Pricing with Time-Varying Risk Premiums”, Review of Financial Studies 7, pp. 687-710.