Meta-analysis with R [electronic resource]

• 作者： Schwarzer, Guido.
• 其他作者：
  • Carpenter, James R.
  • Rucker, Gerta.
  • SpringerLink (Online service)
• 其他題名：
  • Use R!
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Use R!
• 主題： Meta-Analysis , R (Computer program language) , Medical statistics , Statistics , Statistics for Life Sciences, Medicine, Health Sciences. , Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. , Biostatistics.
• ISBN： 9783319214160 (electronic bk.) 、 9783319214153 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Part I Getting Started: An Introduction to Meta-Analysis in R -- Part II Standard Methods: Fixed Effect and Random Effects Meta-Analysis -- Meta-Analysis with Binary Outcomes -- Heterogeneity and Meta-Regression -- Part III Advanced Topics: Small-Study Effects in Meta-Analysis -- Missing Data in Meta-Analysis -- Multivariate Meta-Analysis -- Network Meta-Analysis -- Meta-Analysis of Diagnostic Test Accuracy Studies -- Further Information on R -- Index.
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• 摘要註: This book provides a comprehensive introduction to performing meta-analysis using the statistical software R. It is intended for quantitative researchers and students in the medical and social sciences who wish to learn how to perform meta-analysis with R. As such, the book introduces the key concepts and models used in meta-analysis. It also includes chapters on the following advanced topics: publication bias and small study effects; missing data; multivariate meta-analysis, network meta-analysis; and meta-analysis of diagnostic studies.
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