System Priors for Econometric Time Series

System Priors for Econometric Time Series
Author :
Publisher : International Monetary Fund
Total Pages : 18
Release :
ISBN-10 : 9781475555820
ISBN-13 : 1475555822
Rating : 4/5 (822 Downloads)

Book Synopsis System Priors for Econometric Time Series by : Michal Andrle

Download or read book System Priors for Econometric Time Series written by Michal Andrle and published by International Monetary Fund. This book was released on 2016-11-17 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: The paper introduces “system priors”, their use in Bayesian analysis of econometric time series, and provides a simple and illustrative application. System priors were devised by Andrle and Benes (2013) as a tool to incorporate prior knowledge into an economic model. Unlike priors about individual parameters, system priors offer a simple and efficient way of formulating well-defined and economically-meaningful priors about high-level model properties. The generality of system priors are illustrated using an AR(2) process with a prior that most of its dynamics comes from business-cycle frequencies.


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