TY - JOUR AU - Jagannathan,Ravi AU - Wang,Zhenyu TI - Empirical Evaluation of Asset Pricing Models: A Comparison of the SDF and Beta Methods JF - National Bureau of Economic Research Working Paper Series VL - No. 8098 PY - 2001 Y2 - January 2001 UR - http://www.nber.org/papers/w8098 L1 - http://www.nber.org/papers/w8098.pdf N1 - Author contact info: Ravi Jagannathan Kellogg Graduate School of Management Northwestern University 2001 Sheridan Road Leverone/Anderson Complex Evanston, IL 60208-2001 Tel: 847/491-8338 Fax: 847/491-5719 E-Mail: rjaganna@northwestern.edu Zhenyu Wang University of Texas at Austin Tel: 212/854-3783 Fax: 212/316-9180 E-Mail: Zhenyu.Wang@ny.frb.org AB - The stochastic discount factor (SDF) method provides a unified general framework for econometric analysis of asset pricing models. It has recently been pointed out that the generality of the SDF method may come at the cost of estimation efficiency. We show that there is no need for this concern. The SDF method is as efficient as the classical beta method for estimating risk premia. In addition, the SDF method has an advantage -- the classical beta method, unlike the SDF method, substantially understates the effect of sampling errors when the estimated unanticipated changes in macroeconomic variables are used as pervasive factors. ER -