{"product_id":"doing-meta-analysis-with-r-mathias-harrer-9780367610074","title":"Doing Meta-Analysis with R: A Hands-On Guide","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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367610078\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367610074\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/13\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 474\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.93lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 1.06d","brand":"Mathias Harrer","offers":[{"title":"Hardcover","offer_id":43995998519551,"sku":"9780367610074","price":99.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e60f5990-d777-4ffb-9f12-2eb6c5e0c505.jpg?v=1683339100","url":"https:\/\/www.whiterainbookhouse.com\/products\/doing-meta-analysis-with-r-mathias-harrer-9780367610074","provider":"WR Book House","version":"1.0","type":"link"}