DSGE MODELS WITH STUDENT-t ERRORS

نویسندگان

  • Siddhartha Chib
  • Srikanth Ramamurthy
چکیده

This paper deals with Dynamic Stochastic General Equilibrium (DSGE) models under a multivariate student-t distribution for the structural shocks. Based on the solution algorithm of Klein (2000) and the gamma-normal representation of the t -distribution, the TaRB-MH algorithm of Chib and Ramamurthy (2010) is used to estimate the model. A technique for estimating the marginal likelihood of the DSGE student-t model is also provided. The methodologies are illustrated first with simulated data and then with the DSGE model of Ireland (2004) where the results support the t -error model in relation to the Gaussian model.

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تاریخ انتشار 2012