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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 publication bias and small study effects; missing data; multivariate meta-analysis, network meta-analysis; and meta-analysis of diagnostic studies.
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Meta-analysis with R, Guido Schwarzer, James R. Carpenter, Gerta Rücker
- Language
- Released
- 2015
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- (Paperback)
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- Title
- Meta-analysis with R
- Language
- English
- Publisher
- Springer
- Released
- 2015
- Format
- Paperback
- Pages
- 264
- ISBN10
- 3319214152
- ISBN13
- 9783319214153
- Series
- Rating
- 4.35 out of 5
- Description
- 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 publication bias and small study effects; missing data; multivariate meta-analysis, network meta-analysis; and meta-analysis of diagnostic studies.