Structural Factor-Augmented VAR (Sfavar) and the Effects of Monetary Policy

Structural Factor-Augmented VAR (Sfavar) and the Effects of Monetary Policy
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Book Synopsis Structural Factor-Augmented VAR (Sfavar) and the Effects of Monetary Policy by : Francesco Belviso

Download or read book Structural Factor-Augmented VAR (Sfavar) and the Effects of Monetary Policy written by Francesco Belviso and published by . This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Factor-augmented VARs (FAVARs) have combined standard VARs with factor analysis to exploit large data sets in the study of monetary policy. FAVARs enjoy a number of advantages over VARs: they allow a better identification of the monetary policy shock; they can avoid the use of a single variable to proxy theoretical constructs, such as the output gap; they allow researchers to compute impulse responses for hundreds of variables. Their shortcoming, however, is that the factors are not identified and, therefore, lack any economic interpretation. This paper seeks to provide an interpretation to the factors. We propose a novel Structural Factor-Augmented VAR (SFAVAR) model, where the factors have a clear meaning: Real Activity factor, Price Pressures factor, Financial Market factor, Credit Conditions factor, Expectations factor, etc. The paper employs a Bayesian approach to extract the factors and jointly estimate the model. This framework is then suited to study the effects on a wide range of macroeconomic variables of monetary policy and non-policy shocks.


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