On Bayes Factors for Nonparametric Alternatives (1996)
by
Cinzia Carota
,
Giovanni Parmigiani
| Citations: | 6 - 1 self |
BibTeX
@MISC{Carota96onbayes,
author = {Cinzia Carota and Giovanni Parmigiani},
title = {On Bayes Factors for Nonparametric Alternatives},
year = {1996}
}
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Abstract
this paper we derive global Bayes factors for the comparison of a parametric model with a nonparametric alternative. The alternative is constructed by embedding the parametric model in a mixture of Dirichlet Processes. Results include a general explicit form for partially exchangeable sequences as well as closed form expressions in the context one-way analysis of variance.
Citations
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| 185 | Introduction to Statistical Decision Theory - Pratt, Raiffa, et al. - 1965 |
| 14 | Bayesian Decision Theory and the Simplification of Models," in Evaluation of Econometric Models - Kadane, Dickey - 1980 |
| 3 | Diagnostica di un'Alternativa Nonparametrica per un Modello Statistico Discreto. Atti del XXVII Convegno della - Carota - 1994 |
| 1 | Diagnostic Measures for Model Criticism, ISDS Discussion paper 93-A20, Duke University Cifarelli D.M., Muliere - Carota, Parmigiani, et al. - 1993 |
| 1 | An Introduction to Bayesian Nonparametric Theory - Regazzini - 1990 |
