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Model choice in nonnested families

Pereira, Basilio de Braganca.

Model choice in nonnested families

Record Type:	Electronic resources : Monograph/item
Title/Author:	Model choice in nonnested familiesby Basilio de Braganca Pereira, Carlos Alberto de Braganca Pereira.
Author:	Pereira, Basilio de Braganca.
other author:	Pereira, Carlos Alberto de Braganca.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2016.
Description:	x, 96 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Mathematical statistics.
Online resource:	http://dx.doi.org/10.1007/978-3-662-53736-7
ISBN:	9783662537367$q(electronic bk.)

Model choice in nonnested families
Pereira, Basilio de Braganca.

Model choice in nonnested families[electronic resource] /by Basilio de Braganca Pereira, Carlos Alberto de Braganca Pereira. - Berlin, Heidelberg :Springer Berlin Heidelberg :2016. - x, 96 p. :ill., digital ;24 cm. - SpringerBriefs in statistics,2191-544X. - SpringerBriefs in statistics..

Preliminaries -- Frequentist Methods -- Bayesian Methods -- Support and Simulation Methods -- Maximum Likelihood Estimation -- Index.

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.

ISBN: 9783662537367$q(electronic bk.)

Standard No.: 10.1007/978-3-662-53736-7doiSubjects--Topical Terms:

181877
Mathematical statistics.

LC Class. No.: QA276

Dewey Class. No.: 519.5

Model choice in nonnested families
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505 0 $a Preliminaries -- Frequentist Methods -- Bayesian Methods -- Support and Simulation Methods -- Maximum Likelihood Estimation -- Index.
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