Doing Meta-Analysis with R: A Hands-On Guide - Tapa dura

Harrer, Mathias; Cuijpers, Pim; Furukawa, Toshi; Ebert, David

 
9780367610074: Doing Meta-Analysis with R: A Hands-On Guide
Tapa dura
ISBN 10: 0367610078 ISBN 13: 9780367610074
Editorial: Chapman and Hall/CRC, 2021

Sinopsis

Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including calculation and pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced but highly relevant topics such as network meta-analysis, multi-three-level meta-analyses, Bayesian meta-analysis approaches and SEM meta-analysis are also covered. A companion R package, dmetar, is introduced at the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide.

The programming and statistical background covered in the book are kept at a non-expert level, making the book widely accessible.

Features

  • Contains two introductory chapters on how to set up an R environment and do basic imports/manipulations 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

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Mathias Harrer is a research associate at the Friedrich-Alexander-University Erlangen-Nuremberg. Mathias’ research focuses on biostatistical and technological approaches in psychotherapy research, methods for clinical research synthesis, and on the development of statistical software.

Pim Cuijpers is professor of Clinical Psychology at the VU University Amsterdam. He is specialized in conducting randomized controlled trials and meta-analyses, with a focus on the prevention and treatment of common mental disorders. Pim has published more than 800 articles in international peer-reviewed scientific journals; many of which are meta-analyses of clinical trials.

Toshi A. Furukawa is professor of Health Promotion and Human Behavior at the Kyoto University School of Public Health. His seminal research focuses both on theoretical aspects of research synthesis and meta-analysis, as well as their application in evidence-based medicine.

David D. Ebert is professor of Psychology and Behavioral Health Technology at the Technical University of Munich. David’s research focuses internet-based intervention, clinical epidemiology, as well as applied research synthesis in this field.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2021
Idioma
Inglés
ISBN 10 
0367610078
ISBN 13 
9780367610074
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
474
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania