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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक: Andrle, Michal
अन्य लेखक: Plaail, Miroslav
स्वरूप: पत्रिका
भाषा:English
प्रकाशित: Washington, D.C. : International Monetary Fund, 2016.
श्रृंखला:IMF Working Papers; Working Paper ; No. 2016/231
विषय:
ऑनलाइन पहुंच:Full text available on IMF
विवरण
सारांश: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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भौतिक वर्णन:1 online resource (18 pages)
स्वरूप:Mode of access: Internet
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