System Priors for Econometric Time Series /

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 in...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Andrle, Michal
Weitere Verfasser: Plaail, Miroslav
Format: Zeitschrift
Sprache:English
Veröffentlicht: Washington, D.C. : International Monetary Fund, 2016.
Schriftenreihe:IMF Working Papers; Working Paper ; No. 2016/231
Schlagworte:
Online Zugang:Full text available on IMF
Beschreibung
Zusammenfassung: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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Beschreibung:1 online resource (18 pages)
Format:Mode of access: Internet
ISSN:1018-5941
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