Compatibility of conditionally specified models

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Compatibility of conditionally specified models.

A conditionally specified joint model is convenient to use in fields such as spatial data modeling, Gibbs sampling, and missing data imputation. One potential problem with such an approach is that the conditionally specified models may be incompatible, which can lead to serious problems in applications. We propose an odds ratio representation of a joint density to study the issue and derive con...

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ژورنال

عنوان ژورنال: Statistics & Probability Letters

سال: 2010

ISSN: 0167-7152

DOI: 10.1016/j.spl.2009.12.025