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Model Choice in Nonnested Families

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Model Choice in Nonnested Families/ by Basilio de Bragança Pereira, Carlos Alberto de Bragança Pereira.
Author:	Pereira, Basilio de Bragança.
other author:	Pereira, Carlos Alberto de Bragança.
Description:	X, 96 p. 5 illus., 2 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Statistics . -
Online resource:	https://doi.org/10.1007/978-3-662-53736-7
ISBN:	9783662537367

Model Choice in Nonnested Families
Pereira, Basilio de Bragança.

Model Choice in Nonnested Families[electronic resource] /by Basilio de Bragança Pereira, Carlos Alberto de Bragança Pereira. - 1st ed. 2016. - X, 96 p. 5 illus., 2 illus. in color.online resource. - SpringerBriefs in Statistics,2191-544X. - SpringerBriefs in Statistics,0.

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

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

1253516
Statistics .

LC Class. No.: QA276-280

Dewey Class. No.: 519.5

Model Choice in Nonnested Families
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