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Bayesian Evaluation of Informative Hypotheses

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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Hoijtink, Herbert (Editor ), Klugkist, Irene (Editor ), Boelen, Paul (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Statistics for Social and Behavioral Sciences,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.