An Iterated GMM Procedure for Estimating the Campbell-Cochrane Habit Formation Model, with an Application to Danish Stock and Bond Returns
International Journal of Finance and Economics, Vol. 15, No. 2, pp. 213-227, 2010
27 Pages Posted: 25 Jun 2008 Last revised: 14 May 2011
Date Written: February 27, 2008
We suggest an iterated GMM approach to estimate and test the consumption based habit persistence model of Campbell and Cochrane (1999), and we apply the approach on annual and quarterly Danish stock and bond returns. For comparative purposes we also estimate and test the standard CRRA model. In addition, we compare the pricing errors of the different models using Hansen and Jagannathan's (1997) specification error measure. The main result is that for Denmark the Campbell-Cochrane model does not seem to perform markedly better than the CRRA model. For the long annual sample period covering more than 80 years there is absolutely no evidence of superior performance of the Campbell-Cochrane model. For the shorter and more recent quarterly data over a 20-30 year period, there is some evidence of counter-cyclical time-variation in the degree of risk-aversion, in accordance with the Campbell-Cochrane model, but the model does not produce lower pricing errors or more plausible parameter estimates than the CRRA model.
Keywords: Consumption-based model, habit persistence, GMM, pricing error
JEL Classification: G12
Suggested Citation: Suggested Citation