Standardized posterior mode for the flexible use of a conjugate prior

Takemi Yanagimoto, Toshio Ohnishi

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

The posterior mode under the standardized prior density is proposed to estimate a mean (vector) parameter, and its potential usefulness is discussed. Priors in this study include a conjugate prior and its generalized forms. When a prior density is factored into the standardized prior density and the supporting measure density, our suggestion is to discard the latter density and then to calculate the posterior mode of the mean under the standardized prior density. This treatment makes our choice of a prior density flexible. Implications of this treatment are discussed.

Original languageEnglish
Pages (from-to)253-269
Number of pages17
JournalJournal of Statistical Planning and Inference
Volume131
Issue number2
DOIs
Publication statusPublished - May 1 2005
Externally publishedYes

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All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty
  • Applied Mathematics

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