Bayesian Evaluation of Informative Hypotheses

Bayesian Evaluation of Informative Hypotheses edited by Herbert Hoijtink, Irene Klugkist, Paul Boelen.

This book presents an alternative for traditional null hypothesis testing. It builds on the idea that researchers usually have more informative research-questions than the "nothing is going on" null hypothesis, or the "something is going on" alternative hypothesis. To be more pre...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Hoijtink, Herbert (Editor), Klugkist, Irene (Editor), Boelen, Paul (Editor)
Format: eBook
Language:English
Published: New York, NY : Springer New York : Imprint: Springer, 2008.
Edition:1st ed. 2008.
Series:Statistics for Social and Behavioral Sciences,
Springer eBook Collection.
Subjects:
Statistics .
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • An Introduction to Bayesian Evaluation of Informative Hypotheses
  • An Introduction to Bayesian Evaluation of Informative Hypotheses
  • Bayesian Evaluation of Informative Hypotheses
  • Illustrative Psychological Data and Hypotheses for Bayesian Inequality Constrained Analysis of Variance
  • Bayesian Estimation for Inequality Constrained Analysis of Variance
  • Encompassing Prior Based Model Selection for Inequality Constrained Analysis of Variance
  • An Evaluation of Bayesian Inequality Constrained Analysis of Variance
  • A Further Study of Prior Distributions and the Bayes Factor
  • Bayes Factors Based on Test Statistics Under Order Restrictions
  • Objective Bayes Factors for Informative Hypotheses: “Completing” the Informative Hypothesis and “Splitting” the Bayes Factors
  • The Bayes Factor Versus Other Model Selection Criteria for the Selection of Constrained Models
  • Bayesian Versus Frequentist Inference
  • Beyond Analysis of Variance
  • Inequality Constrained Analysis of Covariance
  • Inequality Constrained Latent Class Models
  • Inequality Constrained Contingency Table Analysis
  • Inequality Constrained Multilevel Models
  • Evaluations
  • A Psychologist’s View on Bayesian Evaluation of Informative Hypotheses
  • A Statistician’s View on Bayesian Evaluation of Informative Hypotheses
  • A Philosopher’s View on Bayesian Evaluation of Informative Hypotheses.

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