J 2010

Comparing the fit of New Keynesian DSGE models

ČAPEK, Jan

Basic information

Original name

Comparing the fit of New Keynesian DSGE models

Authors

ČAPEK, Jan (203 Czech Republic, guarantor, belonging to the institution)

Edition

Ekonomická revue, Ostrava, VŠB - Technická univerzita Ostrava, 2010, 1212-3951

Other information

Language

English

Type of outcome

Článek v odborném periodiku

Field of Study

50200 5.2 Economics and Business

Country of publisher

Czech Republic

Confidentiality degree

není předmětem státního či obchodního tajemství

References:

RIV identification code

RIV/00216224:14560/10:00044815

Organization unit

Faculty of Economics and Administration

Keywords in English

Forecast quality; global Sensitivity Analysis; model fit; Bayesian posterior odds ratio; parameter importance

Tags

Reviewed
Změněno: 29/4/2017 09:28, doc. Ing. Jan Čapek, Ph.D.

Abstract

V originále

The paper is focused on an analysis of model fit of DSGE models following NOEM. Unlike most of the literature on the topic,this paper does not use posterior odds to analyze model fit to data;it uses alternative tools instead. In order to compare the results of the alternative tools to the standard posterior odds ratio, this paper uses the findings of Slanicay and Vašíček (2009)[SV2009],who compared model fit to data of several models with posterior odds. The goal of the paper is to verify the results of SV2009 with different criteria than posterior odds. The tools for the analysis are criteria based on RMSE and tools from the Global Sensitivity Analysis toolbox. Conclusions of this paper are the following: Habit persistence in consumption is found to be important and price indexation unimportant as in SV2009. Furthermore,model variants with exogenous foreign economy always perform better than the ones with structurally modeled foreign economy. This finding is in contradiction to the results of SV2009.

Links

1M0524, research and development project
Name: Centrum výzkumu konkurenční schopnosti české ekonomiky
Investor: Ministry of Education, Youth and Sports of the CR, Research Centre for the Competitiveness of the Czech Economy

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