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Two-Pass Tests of Asset Pricing Models with Useless Factors

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Author Info
Raymond Kan (University of Toronto,)
Chu Zhang (Hong Kong University of Science and Technology, University of Alberta)
Abstract

In this paper we investigate the properties of the standard two-pass methodology of testing beta pricing models with misspecified factors. In a setting where a factor is useless, defined as being independent of all the asset returns, we provide theoretical results and simulation evidence that the second-pass cross-sectional regression tends to find the beta risk of the useless factor priced more often than it should. More surprisingly, this misspecification bias exacerbates when the number of time series observations increases. Possible ways of detecting useless factors are also examined. Copyright The American Finance Association 1999.

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Article provided by American Finance Association in its journal The Journal of Finance.

Volume (Year): 54 (1999)
Issue (Month): 1 (02)
Pages: 203-235
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Handle: RePEc:bla:jfinan:v:54:y:1999:i:1:p:203-235

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  1. Wayne E. Ferson & Campbell R. Harvey, 1999. "Conditioning Variables and the Cross-Section of Stock Returns," NBER Working Papers 7009, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  2. Perez, Marcos & Ahn, Seung Chan, 2007. "GMM Estimation of the Number of Latent Factors," MPRA Paper 4862, University Library of Munich, Germany. [Downloadable!]
  3. Ronald J. Balvers & Dayong Huang, 2005. "Evaluation of Linear Asset Pricing Models by Implied Portfolio Performance," Working Papers 05-06, Department of Economics, West Virginia University, revised Jun 2005. [Downloadable!]
  4. Don U.A. Galagedera, 2004. "A survey on risk-return analysis," Finance 0406010, EconWPA. [Downloadable!]
  5. A. Craig Burnside, 2007. "Empirical Asset Pricing and Statistical Power in the Presence of Weak Risk Factors," NBER Working Papers 13357, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  6. Kris Jacobs & Kevin Q. Wang, 2002. "Idiosyncratic Consumption Risk and the Cross-Section of Asset Returns," CIRANO Working Papers 2002s-11, CIRANO. [Downloadable!]
  7. Jonathan Lewellen & Stefan Nagel & Jay Shanken, 2006. "A Skeptical Appraisal of Asset-Pricing Tests," NBER Working Papers 12360, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  8. Crama, Y. & Leruth, L. & Renneboog, L.D.R., 2003. "Corporate control concentration measurement and firm performance," Discussion Paper 17, Tilburg University, Tilburg Law and Economic Center. [Downloadable!]
  9. Robert Faff, 2004. "A simple test of the Fama and French model using daily data: Australian evidence," Applied Financial Economics, Taylor and Francis Journals, vol. 14(2), pages 83-92, January. [Downloadable!] (restricted)
  10. Raymond Kan & Cesare Robotti, 2006. "Specification tests of asset pricing models using excess returns," Working Paper 2006-10, Federal Reserve Bank of Atlanta. [Downloadable!]
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