Model choice in nonnested families

著者

    • Pereira, Basilio de Bragança
    • Pereira, Carlos Alberto de Bragança

書誌事項

Model choice in nonnested families

Basilio de Bragança Pereira, Carlos Alberto de Bragança Pereira

(Springer Briefs in statistics)

Springer, c2016

  • : [pbk.]

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

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.

目次

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

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詳細情報

  • NII書誌ID(NCID)
    BB23055192
  • ISBN
    • 9783662537350
  • LCCN
    2016961264
  • 出版国コード
    gw
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    [Berlin]
  • ページ数/冊数
    x, 96 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
  • 親書誌ID
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