What is the Consumption-CAPM missing? An informative-Theoretic Framework for the Analysis of Asset Pricing Models
AbstractWe study a broad class of asset pricing models in which the stochastic discount factor (SDF) can be factorized into an observable component and a potentially unobservable, model-specific, one. Exploiting this decomposition we derive new entropy bounds that restrict the admissible regions for the SDF and its components. Without using this decomposition, to a second order approximation, entropy bounds are equivalent to the canonical Hansen-Jagannathan bounds. However, bounds based on our decomposition have higher information content, are tighter, and exploit the restriction that the SDF is a positive random variable. Our information-theoretic framework also enables us to extract a non-parametric estimate of the unobservable component of the SDF. Empirically, we find it to have a business cycle pattern, and significant correlations with both .nancial market crashes unrelated to economy-wide contractions, and the Fama-French factors. We apply our methodology to some leading consumption-based models, gaining new insights about their empirical performance.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Financial Markets Group in its series FMG Discussion Papers with number dp691.
Date of creation: Oct 2011
Date of revision:
Contact details of provider:
Web page: http://www.lse.ac.uk/fmg/
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-04-10 (All new papers)
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.:
- Backus, David & Chernov, Mikhail & Zin, Stanley E., 2011.
"Sources of entropy in representative agent models,"
CEPR Discussion Papers
8488, C.E.P.R. Discussion Papers.
- David Backus & Mikhail Chernov & Stanley E. Zin, 2011. "Sources of Entropy in Representative Agent Models," NBER Working Papers 17219, National Bureau of Economic Research, Inc.
- David Backus & Mikhail Chernov & Stanley Zin, 2011. "Sources of Entropy in Representative Agent Models," Working Papers 11-21, New York University, Leonard N. Stern School of Business, Department of Economics.
- Yacine Ait-Sahalia & Andrew W. Lo, 2000.
"Nonparametric Risk Management and Implied Risk Aversion,"
NBER Working Papers
6130, National Bureau of Economic Research, Inc.
- Ait-Sahalia, Yacine & Lo, Andrew W., 2000. "Nonparametric risk management and implied risk aversion," Journal of Econometrics, Elsevier, vol. 94(1-2), pages 9-51.
- Markus K. Brunnermeier & Christian Julliard, 2008.
"Money Illusion and Housing Frenzies,"
Review of Financial Studies,
Society for Financial Studies, vol. 21(1), pages 135-180, January.
- Markus K Brunnermeier & Christian Julliard, 2006. "Money Illusion and Housing Frenzies," FMG Discussion Papers dp579, Financial Markets Group.
- Markus K. Brunnermeier & Christian Julliard, 2006. "Money Illusion and Housing Frenzies," NBER Working Papers 12810, National Bureau of Economic Research, Inc.
- Brunnermeier, Markus K & Julliard, Christian, 2007. "Money Illusion and Housing Frenzies," CEPR Discussion Papers 6183, C.E.P.R. Discussion Papers.
- Stutzer, Michael, 1995. "A Bayesian approach to diagnosis of asset pricing models," Journal of Econometrics, Elsevier, vol. 68(2), pages 367-397, August.
- Joshua Rosenberg & Robert F. Engle, 2000.
"Empirical Pricing Kernels,"
New York University, Leonard N. Stern School Finance Department Working Paper Seires
99-014, New York University, Leonard N. Stern School of Business-.
- Kitamura, Yuichi & Stutzer, Michael, 2002. "Connections between entropic and linear projections in asset pricing estimation," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 159-174, March.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (The FMG Administration).
If references are entirely missing, you can add them using this form.