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1. |
Record Nr. |
UNINA9910158707503321 |
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Autore |
Pereira Basilio de Bragança |
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Titolo |
Model Choice in Nonnested Families / / by Basilio de Bragança Pereira, Carlos Alberto de Bragança Pereira |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2016 |
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ISBN |
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Edizione |
[1st ed. 2016.] |
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Descrizione fisica |
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1 online resource (X, 96 p. 5 illus., 2 illus. in color.) |
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Collana |
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SpringerBriefs in Statistics, , 2191-5458 |
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Disciplina |
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Soggetti |
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Statistics |
Biometry |
Econometrics |
Mathematical statistics - Data processing |
Statistical Theory and Methods |
Statistics in Business, Management, Economics, Finance, Insurance |
Biostatistics |
Statistics and Computing |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references at the end of each chapters and index. |
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Nota di contenuto |
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Preliminaries -- Frequentist Methods -- Bayesian Methods -- Support and Simulation Methods -- Maximum Likelihood Estimation -- Index. |
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Sommario/riassunto |
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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. |
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