THE CAPITAL ASSET PRICING MODEL: THEORY AND EVIDENCE Eugene F

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Presentation transcript:

THE CAPITAL ASSET PRICING MODEL: THEORY AND EVIDENCE Eugene F THE CAPITAL ASSET PRICING MODEL: THEORY AND EVIDENCE Eugene F. Fama and Kenneth R. French Journal of EconomicPerspectives-Volume 18, Number 3-Summer 2004-pages 25-46 Matakuliah SIPM Oleh: Malahayati Sari 0806435532 1

Introduction The CAPM builds on the model of portfolio choice developed by Harry Markowitz (1959). The birth of asset pricing theory by William Sharpe (1964) and John Lintner (1965): CAPM. (Sharpe had Nobel Prize in 1990) CAPM still widely used in applications (more than four decades) The attraction of the CAPM: Measure risk Relation between expected return and risk CAPM weakness: The empirical record of the model is poor. The failure of the CAPM in emprical test implies that most appliactions of the model are invalid. 2

Outlining The logic of the CAPM The Historical of emprical work Shortcomings of of the CAPM that pose challenges to be explained by alternative model 3

The Logic of the CAPM Minimize the variance of portfolio return, given expected return. Maximize expected return, given variance The Markowitz approach called a “mean variance model” Assumes: Investors are risk averse Invertors care only about mean and variance of their one-period investment return. The portfolio model provides an algebraic condition on asset weigths in mean-variance-efficient portfolio. 4

The Logic of the CAPM Sharpe (1964) and Lintner (1965) add two key assumptions to the Markowitz model to identify a portfolio: Complete agreement: given market clearing asset prices at t-1. Borrowing and lending at a risk-free rate, which is the same for all investors and does not depend on the amount borrowed or lent. 5

Figure 1 Describes Portfolio Opportunities and Tells the CAPM Story 6

Risk-Free Borrowing and Lending 7

Market Portfolio 8

Sharpe-Lintner Model 9

Early Empirical Tests Tests of the CAPM are based on: Expected return on all assets are lenearly releted to their betas, and no other variable has marginal explanatory power. The beta premium is positive. Asset uncorrelated with the market have expected market returns equal to the risk-free interest rate (in the Sharpe-Lintner version of the model). Most tests of these predictions use either cross- section or time-series regression. 10

Test on Risk Premium Cross-Sectional Regression Estimate of beta for individual assets are imprecise The regression residuals have common sources of variation Positive correlation in the residuals produces downward bias in the usual OLS estimates of the standard errors of the cross-section regression slopes. 11

Test on Risk Premium Further research to improve the precision of estimated betas. Blume (1970) Friend and Blume (1970) Black, Jensen and Scholes (1972) Fama and MacBeth (1973) 12

Test on Risk Premium Time-Series Regression Jensen (1968); S-L version also implies a time-series regression test. 13

Time-Series Regression 14

Testing Whether Market Betas Explain Expected Return Fama and MacBeth (1973) Add new variable: square market betas (to test the prediction that the relation between expected return and beta is linear) Residual variances from regression of return on the market return (to test the prediction that market beta is the only measure of risk needed to explain expected return) The result: Consistent with the hypothesis that their market proxy is on the minimum variance frontier. 15

Recent Test Fama and French (1992) Using cross-sectional regression approach Variable: Size Earning-price Debt equity Book to market ratios Expected stock returns provided by market beta. Result: Contradictions of the CAPM associated with price ratios are not sample specific (data problem) 16

Explanations: Irrational Pricing or Risk The empirical failures of the CAPM: The Behavioralists side Stocks with high ratios of book value to market price are typically firms that have fallen on bad time. The Model side (unrealistic assumptions) Ex. The assumption that investors care only about the mean and variance of one-period portfolio returns is extreme Merton’s (1973) Intertemporal CAPM Different assumption about investor objective. 17

Explanations: Irrational Pricing or Risk Three-Factor Model Based on implementation of the Intertemporal CAPM (ICAPM), Fama and French (1993, 1996) propose a three-factor model for expected returns: 18

The Market Proxy Problem Roll (1977): CAPM has never been tested and probably never will be. A major problem for the CAPM Portfolio formed by sorting on price ratios produce a wide range of average returns, but average returns ARE NOT positively related to market betas. If a market proxy does not work in tests of the CAPM, it does not work in applications. 19

The Market Proxy Problem 20

Conclutions The version of the CAPM developed by Sharpe (1964) and Lintner (1965) has neber been empirical success. Black (1972), has some success (accommodate a flatter tradeoff of average return for market data. The CAPM’s empirical problems probably invalidate its use in applications. Three factor model 21