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Meta-Analysis with R
Taschenbuch von Guido Schwarzer (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

Guido Schwarzer is a senior statistician and head of IT at the Institute for Medical Biometry and Statistics at the Medical Center - University of Freiburg, Germany. He is an established researcher in the area of meta-analysis and lead statistician of several Cochrane reviews. His special interests are in small-study effects in meta-analysis and statistical computing. Guido Schwarzer is an author of the R packages meta, metasens, and netmeta.

James Carpenter studied mathematics at Warwick University and statistics at Oxford University. His principal interests are coping with missing data in complex hierarchical models, sensitivity analysis and meta-analysis, with applications to medical and social data. The collaboration that led to this book began during a sabbatical at Freiburg in 2005-6. James Carpenter is Professor of Medical Statistics at the London School of Hygiene and Tropical Medicine, and Programme Leader in Methodology at the MRC Clinical Trials Unit,London.

Gerta Rücker is a mathematician, working at the Institute for Medical Biometry and Statistics at the Medical Center - University of Freiburg, Germany. After having published in chemical graph theory for a number of years, she started working in biostatistics, particularly meta-analysis. Her principal interests are small-study effects and heterogeneity in meta-analysis, meta-analysis of diagnostic accuracy studies and application of graph theory in network meta-analysis. She has published a large number of methodological research papers, co-authored a number of Cochrane reviews and is an author of the R package netmeta.

Zusammenfassung

Includes step-by-step tutorials to help the reader to understand and apply meta-analytical methods

Takes readers through all the steps involved in preparing graphical summaries of results, using flexible software written by the authors

Features extensive examples that strike an excellent balance between the how-to of the R code, the statistical methods involved, and discussion of the data and interpretation of the results

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

Is supported by a supplementary web-resource at www:meta-analysis-with-r.org

Includes supplementary material: [...]

Inhaltsverzeichnis

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.

Details
Erscheinungsjahr: 2015
Fachbereich: Allgemeine Lexika
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Seiten: 264
Reihe: Use R!
Inhalt: xii
252 S.
54 s/w Illustr.
4 farbige Illustr.
252 p. 58 illus.
4 illus. in color.
ISBN-13: 9783319214153
ISBN-10: 3319214152
Sprache: Englisch
Herstellernummer: 978-3-319-21415-3
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Schwarzer, Guido
Rücker, Gerta
Carpenter, James R.
Auflage: 1st ed. 2015
Hersteller: Springer International Publishing
Springer International Publishing AG
Use R!
Maße: 235 x 155 x 15 mm
Von/Mit: Guido Schwarzer (u. a.)
Erscheinungsdatum: 16.10.2015
Gewicht: 0,406 kg
preigu-id: 104581386
Über den Autor

Guido Schwarzer is a senior statistician and head of IT at the Institute for Medical Biometry and Statistics at the Medical Center - University of Freiburg, Germany. He is an established researcher in the area of meta-analysis and lead statistician of several Cochrane reviews. His special interests are in small-study effects in meta-analysis and statistical computing. Guido Schwarzer is an author of the R packages meta, metasens, and netmeta.

James Carpenter studied mathematics at Warwick University and statistics at Oxford University. His principal interests are coping with missing data in complex hierarchical models, sensitivity analysis and meta-analysis, with applications to medical and social data. The collaboration that led to this book began during a sabbatical at Freiburg in 2005-6. James Carpenter is Professor of Medical Statistics at the London School of Hygiene and Tropical Medicine, and Programme Leader in Methodology at the MRC Clinical Trials Unit,London.

Gerta Rücker is a mathematician, working at the Institute for Medical Biometry and Statistics at the Medical Center - University of Freiburg, Germany. After having published in chemical graph theory for a number of years, she started working in biostatistics, particularly meta-analysis. Her principal interests are small-study effects and heterogeneity in meta-analysis, meta-analysis of diagnostic accuracy studies and application of graph theory in network meta-analysis. She has published a large number of methodological research papers, co-authored a number of Cochrane reviews and is an author of the R package netmeta.

Zusammenfassung

Includes step-by-step tutorials to help the reader to understand and apply meta-analytical methods

Takes readers through all the steps involved in preparing graphical summaries of results, using flexible software written by the authors

Features extensive examples that strike an excellent balance between the how-to of the R code, the statistical methods involved, and discussion of the data and interpretation of the results

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

Is supported by a supplementary web-resource at www:meta-analysis-with-r.org

Includes supplementary material: [...]

Inhaltsverzeichnis

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.

Details
Erscheinungsjahr: 2015
Fachbereich: Allgemeine Lexika
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Seiten: 264
Reihe: Use R!
Inhalt: xii
252 S.
54 s/w Illustr.
4 farbige Illustr.
252 p. 58 illus.
4 illus. in color.
ISBN-13: 9783319214153
ISBN-10: 3319214152
Sprache: Englisch
Herstellernummer: 978-3-319-21415-3
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Schwarzer, Guido
Rücker, Gerta
Carpenter, James R.
Auflage: 1st ed. 2015
Hersteller: Springer International Publishing
Springer International Publishing AG
Use R!
Maße: 235 x 155 x 15 mm
Von/Mit: Guido Schwarzer (u. a.)
Erscheinungsdatum: 16.10.2015
Gewicht: 0,406 kg
preigu-id: 104581386
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