Some Faults of the Bayes Factor in Nonparametric Model Selection
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DOI: 10.1007/s10260-006-0009-5
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- Cinzia Carota & Giovanni Parmigiani, 1998. "A dirichlet process elaboration diagnostic for binomial goodness of fit," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 7(1), pages 133-145, June.
- Berger J. O & Guglielmi A., 2001. "Bayesian and Conditional Frequentist Testing of a Parametric Model Versus Nonparametric Alternatives," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 174-184, March.
- Florens, J.P. & Richard, J.F. & Rolin, J.M., 1996.
"Bayesian Encompassing Specification Tests of a Parametric Model Against a Non Parametric Alternative,"
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96.436, Toulouse - GREMAQ.
- Florens, J-P & Richard, J-F & Rolin, J-M, 1996. "Bayesian Encompassing Specification Tests of a Parametric Model Against a Non Parametric Alternative," Papers 9608, Catholique de Louvain - Institut de statistique.
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Keywords
Bayes factor; Fractional Bayes factor; Inconsistency of the Bayes factor; Pearson goodness of fit statistic;All these keywords.
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