Téléchargez le livre : The Significance Test Controversy Revisited

The Significance Test Controversy Revisited

The Fiducial Bayesian Alternative de

,

Éditeur :

Springer


Collection :

SpringerBriefs in Statistics

Paru le : 2014-08-07

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Description
The purpose of this book is not only to revisit the “significance test controversy,”but also to provide a conceptually sounder alternative. As such, it presents a Bayesian framework for a new approach to analyzing and interpreting experimental data. It also prepares students and researchers for reporting on experimental results. Normative aspects: The main views of statistical tests are revisited and the philosophies of Fisher, Neyman-Pearson and Jeffrey are discussed in detail. Descriptive aspects: The misuses of Null Hypothesis Significance Tests are reconsidered in light of Jeffreys’ Bayesian conceptions concerning the role of statistical inference in experimental investigations. Prescriptive aspects: The current effect size and confidence interval reporting practices are presented and seriously questioned. Methodological aspects are carefully discussed and fiducial Bayesian methods are proposed as a more suitable alternative for reporting on experimental results. In closing, basic routine procedures regarding the means and their generalization to the most common ANOVA applications are presented and illustrated. All the calculations discussed can be easily carried out using the freeware LePAC package.  
Pages
134 pages
Collection
SpringerBriefs in Statistics
Parution
2014-08-07
Marque
Springer
EAN papier
9783662440452
EAN EPUB
9783662440469
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
13
Taille du fichier
1413 Ko
Prix
58,01 €

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