Benchmark Priors Revisited : On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging /

Default prior choices fixing Zellner's g are predominant in the Bayesian Model Averaging literature, but tend to concentrate posterior mass on a tiny set of models. The paper demonstrates this supermodel effect and proposes to address it by a hyper-g prior, whose data-dependent shrinkage adapts...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoir: Feldkircher, Martin
Rannpháirtithe: Zeugner, Stefan
Formáid: IRIS
Teanga:English
Foilsithe / Cruthaithe: Washington, D.C. : International Monetary Fund, 2009.
Sraith:IMF Working Papers; Working Paper ; No. 2009/202
Rochtain ar líne:Full text available on IMF