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  • 标题:Exact likelihood computation for nonlinear DSGE models with heteroskedastic innovations
  • 本地全文:下载
  • 作者:Gianni Amisano ; Oreste Tristani
  • 期刊名称:Euro Area Balance of Payments and International Investment Position Statistics
  • 印刷版ISSN:1830-3420
  • 电子版ISSN:1830-3439
  • 出版年度:2011
  • 出版社:European Central Bank
  • 摘要:Phenomena such as the Great Moderation have increased the attention of macro- economists towards models where shock processes are not (log-)normal. This paper studies a class of discrete-time rational expectations models where the variance of exogenous innovations is subject to stochastic regime shifts. We …rst show that, up to a second-order approximation using perturbation methods, regime switching in the variances has an impact only on the intercept coe¢ cients of the decision rules. We then demonstrate how to derive the exact model likelihood for the second-order approximation of the solution when there are as many shocks as observable variables. We illustrate the applicability of the proposed solution and estimation methods in the case of a small DSGE model.
  • 关键词:DSGE models; second-order approximation; regime switching;time-varying volatility.
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