Model Choice in Nonnested Families - Couverture souple

Pereira, Basilio De Bragança; Pereira, Carlos Alberto De Bragança

 
9783662537350: Model Choice in Nonnested Families
Couverture souple
ISBN 10 : 3662537354 ISBN 13 : 9783662537350
Editeur : Springer, 2017

Synopsis

This book discusses the problem of model choice when the statistical models are separate, also called nonnested. Chapter 1 provides an introduction, motivating examples and a general overview of the problem. Chapter 2 presents the classical or frequentist approach to the problem as well as several alternative procedures and their properties. Chapter 3 explores the Bayesian approach, the limitations of the classical Bayes factors and the proposed alternative Bayes factors to overcome these limitations. It also discusses a significance Bayesian procedure. Lastly, Chapter 4 examines the pure likelihood approach. Various real-data examples and computer simulations are provided throughout the text.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Basilio de Bragança Pereira is a Professor of Biostatistics and of Applied Statistics at the Federal University of Rio de Janeiro in Brazil.

Carlos Alberto de Bragança Pereira is a Professor of Statistics at the University of Sao Paulo in Brazil.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2017
Langue
anglais
ISBN 10 
3662537354
ISBN 13 
9783662537350
Reliure
Broché
Numéro d'édition
1
Nombre de pages
108
Coordonnées du fabricant
non disponible
Personne responsable
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