Research Publication

June 1997 | Article

Assessing Specification Errors in Stochastic Discount Factor Models

Lars Peter Hansen and Ravi Jagannathan

In this article we develop alternative ways to compare asset pricing models when it is understood that their implied stochastic discount factors do not price all portfolios correctly. Unlike comparisons based on χ 2 statistics associated with null hypotheses that models are correct, our measures of model performance do not reward variability of discount factor proxies. One of our measures is designed to exploit fully the implications of arbitrage-free pricing of derivative claims. We demonstrate empirically the usefulness of our methods in assessing some alternative stochastic factor models that have been proposed in asset pricing literature.

Journal: The Journal of Finance|Volume: 52|Issue Number: 2|Pages: 557-590|Tags: Econometrics|Export BibTeX >
@article{hansen:1997assessing,
  title={Assessing Specification Errors in Stochastic Discount Factor Models},
  author={Hansen, Lars Peter and Jagannathan, Ravi},
  journal={The Journal of Finance},
  volume={52},
  number={2},
  pages={557--590},
  year={1997},
  publisher={Wiley Online Library}
}