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Bayesian Estimation of DSGE Models

Af: Frank Schorfheide, Edward P. Herbst Engelsk Hardback

Bayesian Estimation of DSGE Models

Af: Frank Schorfheide, Edward P. Herbst Engelsk Hardback
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Dynamic stochastic general equilibrium (DSGE) models have become one of the workhorses of modern macroeconomics and are extensively used for academic research as well as forecasting and policy analysis at central banks. This book introduces readers to state-of-the-art computational techniques used in the Bayesian analysis of DSGE models. The book covers Markov chain Monte Carlo techniques for linearized DSGE models, novel sequential Monte Carlo methods that can be used for parameter inference, and the estimation of nonlinear DSGE models based on particle filter approximations of the likelihood function. The theoretical foundations of the algorithms are discussed in depth, and detailed empirical applications and numerical illustrations are provided. The book also gives invaluable advice on how to tailor these algorithms to specific applications and assess the accuracy and reliability of the computations.

Bayesian Estimation of DSGE Models is essential reading for graduate students, academic researchers, and practitioners at policy institutions.

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Dynamic stochastic general equilibrium (DSGE) models have become one of the workhorses of modern macroeconomics and are extensively used for academic research as well as forecasting and policy analysis at central banks. This book introduces readers to state-of-the-art computational techniques used in the Bayesian analysis of DSGE models. The book covers Markov chain Monte Carlo techniques for linearized DSGE models, novel sequential Monte Carlo methods that can be used for parameter inference, and the estimation of nonlinear DSGE models based on particle filter approximations of the likelihood function. The theoretical foundations of the algorithms are discussed in depth, and detailed empirical applications and numerical illustrations are provided. The book also gives invaluable advice on how to tailor these algorithms to specific applications and assess the accuracy and reliability of the computations.

Bayesian Estimation of DSGE Models is essential reading for graduate students, academic researchers, and practitioners at policy institutions.

Produktdetaljer
Sprog: Engelsk
Sider: 296
ISBN-13: 9780691161082
Indbinding: Hardback
Udgave:
ISBN-10: 0691161089
Kategori: Makroøkonomi
Udg. Dato: 29 dec 2015
Længde: 25mm
Bredde: 140mm
Højde: 217mm
Forlag: Princeton University Press
Oplagsdato: 29 dec 2015
Forfatter(e) Frank Schorfheide, Edward P. Herbst


Kategori Makroøkonomi


ISBN-13 9780691161082


Sprog Engelsk


Indbinding Hardback


Sider 296


Udgave


Længde 25mm


Bredde 140mm


Højde 217mm


Udg. Dato 29 dec 2015


Oplagsdato 29 dec 2015


Forlag Princeton University Press