Structural Vector Autoregressive Analysis

Business & Finance, Economics, Econometrics, Statistics
Cover of the book Structural Vector Autoregressive Analysis by Lutz Kilian, Helmut Lütkepohl, Cambridge University Press
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Author: Lutz Kilian, Helmut Lütkepohl ISBN: 9781108186872
Publisher: Cambridge University Press Publication: November 23, 2017
Imprint: Cambridge University Press Language: English
Author: Lutz Kilian, Helmut Lütkepohl
ISBN: 9781108186872
Publisher: Cambridge University Press
Publication: November 23, 2017
Imprint: Cambridge University Press
Language: English

Structural vector autoregressive (VAR) models are important tools for empirical work in macroeconomics, finance, and related fields. This book not only reviews the many alternative structural VAR approaches discussed in the literature, but also highlights their pros and cons in practice. It provides guidance to empirical researchers as to the most appropriate modeling choices, methods of estimating, and evaluating structural VAR models. The book traces the evolution of the structural VAR methodology and contrasts it with other common methodologies, including dynamic stochastic general equilibrium (DSGE) models. It is intended as a bridge between the often quite technical econometric literature on structural VAR modeling and the needs of empirical researchers. The focus is not on providing the most rigorous theoretical arguments, but on enhancing the reader's understanding of the methods in question and their assumptions. Empirical examples are provided for illustration.

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Structural vector autoregressive (VAR) models are important tools for empirical work in macroeconomics, finance, and related fields. This book not only reviews the many alternative structural VAR approaches discussed in the literature, but also highlights their pros and cons in practice. It provides guidance to empirical researchers as to the most appropriate modeling choices, methods of estimating, and evaluating structural VAR models. The book traces the evolution of the structural VAR methodology and contrasts it with other common methodologies, including dynamic stochastic general equilibrium (DSGE) models. It is intended as a bridge between the often quite technical econometric literature on structural VAR modeling and the needs of empirical researchers. The focus is not on providing the most rigorous theoretical arguments, but on enhancing the reader's understanding of the methods in question and their assumptions. Empirical examples are provided for illustration.

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