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A Cross-Sectional Test of a Production-Based Asset Pricing Model

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John H. Cochrane

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Abstract

This paper tests a factor pricing model for stock returns. The factors are returns on physical investment, inferred from investment data via a production function. The tests examine the model's ability to explain the variation in expected returns across assets and over time. The model is not rejected. It performs about as well as the CAPM and the Chen, Roll and Ross factor model, and it performs substantially better than a simple consumption-based model. In comparison tests, the investment return factors drive out all the other models. The paper also provides an easy technique for estimating and testing dynamic, conditional asset pricing models. All one has to do is include factors and returns scaled by instruments in an unconditional estimate. This procedure imposes none of the usual restrictions on conditional moments, and does not require prewhitened or orthogonalized factors.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 4025.

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Date of creation: Oct 1996
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Handle: RePEc:nbr:nberwo:4025

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  1. Ravi Jagannathan & Zhenyu Wang, 1996. "The conditional CAPM and the cross-section of expected returns," Staff Report 208, Federal Reserve Bank of Minneapolis. [Downloadable!]
    Other versions:
  2. 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)
  3. Wayne E. Ferson & Ravi Jagannathan, 1996. "Econometric evaluation of asset pricing models," Staff Report 206, Federal Reserve Bank of Minneapolis. [Downloadable!]
  4. Lars Peter Hansen & Ravi Jagannathan, 1994. "Assessing Specification Errors in Stochastic Discount Factor Models," NBER Technical Working Papers 0153, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  5. 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)
  6. Wayne E. Ferson & Andrew Siegel, 2002. "Stochastic Discount Factor Bounds with Conditioning Information," NBER Working Papers 8789, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  7. Jon A. Christopherson & Wayne E. Ferson & Debra A. Glassman, 1996. "Conditioning Manager Alphas on Economic Information: Another Look at the Persistence of Performance," NBER Working Papers 5830, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  8. Zhangpeng Gao & Shahidur Rahman, 2006. "A New Direction of Fund Rating Based on the Finite Normal Mixture Model," Economic Growth centre Working Paper Series 0603, Nanyang Technolgical University, School of Humanities and Social Sciences, Economic Growth centre. [Downloadable!]
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