A reconsideration of the properties of the generalized method moments in asset pricing models
This paper tests the small sample properties of Hansen's (1982) Generalized Method of Moments (GMM) on simulated data from a consumption based asset pricing model. In finite samples the estimates of the coefficient of relative risk aversion and the discount parameter are strongly biased due to the unusual shape of the GMM criterion function for the model and the GMM test statistics perform poorly. In fact, the finite sample properties of the test statistics suggest the rejection results achieved by applying GMM to representative agent asset pricing models with real data (Hansen and Singleton 1982) must be viewed with some circumspection. Revised Version - 1995-018
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- Kocherlakota, Narayana R., 1990. "On tests of representative consumer asset pricing models," Journal of Monetary Economics, Elsevier, vol. 26(2), pages 285-304, October.
- Hansen, Lars Peter & Singleton, Kenneth J, 1982. "Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 50(5), pages 1269-86, September.
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