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Econometric evaluation of asset pricing models

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Author Info
Wayne E. Ferson
Ravi Jagannathan

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Abstract

We provide a brief review of the techniques that are based on the Generalized Method of Moments (GMM) and used for evaluating capital asset pricing models. We first develop the CAPM and multi-beta models and discuss the classical two-stage regression method originally used to evaluate them. We then describe the pricing kernel representation of a generic asset pricing model; this representation facilitates use of the GMM in a natural way for evaluating the conditional and unconditional versions of most asset pricing models. We also discuss diagnostic methods that provide additional insights.

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Paper provided by Federal Reserve Bank of Minneapolis in its series Staff Report with number 206.

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Date of creation: 1996
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Handle: RePEc:fip:fedmsr:206

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Keywords: Capital assets pricing model;

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Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Wayne E. Ferson & Andrew F. Siegel, 2006. "Testing Portfolio Efficiency with Conditioning Information," NBER Working Papers 12098, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Wolfgang Drobetz & Susanne Stürmer & Heinz Zimmermann, 2002. "Conditional Asset Pricing in Emerging Stock Markets," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 138(IV), pages 507-526, December. [Downloadable!]
  3. Raymond Kan & Cesare Robotti, 2007. "Model comparison using the Hansen-Jagannathan distance," Working Paper 2007-04, Federal Reserve Bank of Atlanta. [Downloadable!]
  4. Heber Farnsworth & Wayne E. Ferson & David Jackson & Steven Todd, 2002. "Performance Evaluation with Stochastic Discount Factors," NBER Working Papers 8791, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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