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An Evaluation of Bayesian Inequality Constrained Analysis of Variance

  • Herbert HoijtinkEmail author
  • Rafaele Huntjens
  • Albert Reijntjes
  • Rebecca Kuiper
  • Paul A. Boelen
Part of the Statistics for Social and Behavioral Sciences book series (SSBS)

Abstract

In Chapters 2, 3, and 4 inequality constrained analysis of variance was introduced and illustrated. This chapter contains an evaluation of inequality constrained analysis of variance. Section 5.2 contains an evaluation from the perspective of psychologists on the use of inequality constrained analysis of variance. The questions raised will be discussed in Sections 5.3 and 5.4. Among other things, the interpretation of posterior model probabilities and the sensitivity of Bayesian model selection with respect to the choice of the prior distribution will be discussed.

Keywords

Prior Distribution Marginal Likelihood Bayesian Model Selection Noncentrality Parameter Posterior Model Probability 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media, LLC 2008

Authors and Affiliations

  • Herbert Hoijtink
    • 1
    Email author
  • Rafaele Huntjens
    • 2
  • Albert Reijntjes
    • 3
  • Rebecca Kuiper
    • 1
  • Paul A. Boelen
    • 4
  1. 1.Department of Methodology and StatisticsUtrecht UniversityUtrechtThe Netherlands
  2. 2.Department of Experimental PsychopathologyGroningen UniversityThe Netherlands
  3. 3.Department of Pedagogical and Educational SciencesUtrecht UniversityUtrechtThe Netherlands
  4. 4.Department of Clinical and Health PsychologyUtrecht UniversityUtrechtThe Netherlands

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