Linear and generalized linear mixed models and their applications

著者

書誌事項

Linear and generalized linear mixed models and their applications

Jiming Jiang, Thuan Nguyen

(Springer series in statistics)

Springer, c2021

2nd ed

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注記

Includes bibliographical references (p. 329-339) and index

内容説明・目次

内容説明

This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. It presents an up-to-date account of theory and methods in analysis of these models as well as their applications in various fields. The book offers a systematic approach to inference about non-Gaussian linear mixed models. Furthermore, it includes recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models. The book is aimed at students, researchers and other practitioners who are interested in using mixed models for statistical data analysis.

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詳細情報

  • NII書誌ID(NCID)
    BC06528863
  • ISBN
    • 9781071612811
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    New York
  • ページ数/冊数
    xiv, 343 p.
  • 大きさ
    25 cm
  • 分類
  • 件名
  • 親書誌ID
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