{"product_id":"doing-metaanalysis-with-r","title":"Doing Metaanalysis With R","description":"\u003cp\u003e\u003cstrong\u003eDoing Meta-Analysis with R: A Hands-On Guide\u003c\/strong\u003e 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, \u003ci\u003edmetar\u003c\/i\u003e, is introduced at the beginning of the guide. It contains data sets and several helper functions for the \u003ci\u003emeta\u003c\/i\u003e and \u003ci\u003emetafor\u003c\/i\u003e package used in the guide. \u003c\/p\u003e\u003cp\u003eThe programming and statistical background covered in the book are kept at a non-expert level, making the book widely accessible. \u003c\/p\u003e\u003cb\u003e\u003c\/b\u003e\u003cp\u003e\u003cb\u003eFeatures\u003c\/b\u003e\u003cbr\u003e• Contains two introductory chapters on how to set up an R environment and do basic imports\/manipulations of meta-analysis data, including exercises\u003cbr\u003e• Describes statistical concepts clearly and concisely before applying them in R\u003cbr\u003e• Includes step-by-step guidance through the coding required to perform meta-analyses, and a companion R package for the book \u003c\/p\u003e","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57312142000510,"sku":"NW9780367610074","price":90.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9780367610074.jpg?v=1778586686","url":"https:\/\/mediaplace.com\/en-eu\/products\/doing-metaanalysis-with-r","provider":"MediaPlace","version":"1.0","type":"link"}