Doing meta-analysis with R : a hands-on guide

著者

    • Harrer, Mathias
    • Cuijpers, Pim
    • Furukawa, Toshi A.
    • Ebert, David D.

書誌事項

Doing meta-analysis with R : a hands-on guide

Mathias Harrer ... [et al.]

CRC Press, Taylor & Francis Group, A Chapman & Hall Book, 2022

1st ed

  • : hbk

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注記

Other authors: Pim Cuijpers, Toshi A. Furukawa, David D. Ebert

Includes bibliographical references and index

内容説明・目次

内容説明

* Contains two introductory chapters on how to set up an R environment and do basic imports/manipulation of meta-analysis data, including exercises. * Describes statistical concepts clearly and concisely before applying them in R. * Includes step-by-step guidance through the coding required to perform meta-analyses, and a companion R package for the book.

目次

1. Introduction. 2.Discovering R. 3. Effect Sizes. 4. Pooling Effect Sizes. 5. Between-Study Heterogeneity. 6. Forest Plots. 7. Subgroup Analyses. 8. Meta-Regression. 9. Publication Bias. 10. "Multilevel" Meta-Analysis. 11. Structural Equation Modeling Meta-Analysis. 12. Network Meta-Analysis. 13. Bayesian Meta-Analysis. 14. Power Analysis. 15. Risk of Bias Plots. 16. Reporting & Reproducibility. 17. Effect Size Calculation & Conversion.

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詳細情報

  • NII書誌ID(NCID)
    BC15977471
  • ISBN
    • 9780367610074
  • 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
    Boca Raton
  • ページ数/冊数
    xxvi, 474 p.
  • 大きさ
    25 cm
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