{"product_id":"multiple-comparisons-using-r-frank-bretz-9781584885740","title":"Multiple Comparisons Using R","description":"\u003cp\u003eAdopting a unifying theme based on maximum statistics, \u003cstrong\u003eMultiple Comparisons Using R\u003c\/strong\u003e describes the common underlying theory of multiple comparison procedures through numerous examples. It also presents a detailed description of available software implementations in R. The R packages and source code for the analyses are available at http: \/\/CRAN.R-project.org\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eAfter giving examples of multiplicity problems, the book covers general concepts and basic multiple comparisons procedures, including the Bonferroni method and Simes' test. It then shows how to perform parametric multiple comparisons in standard linear models and general parametric models. It also introduces the \u003cem\u003emultcomp\u003c\/em\u003e package in R, which offers a convenient interface to perform multiple comparisons in a general context. Following this theoretical framework, the book explores applications involving the Dunnett test, Tukey's all pairwise comparisons, and general multiple contrast tests for standard regression models, mixed-effects models, and parametric survival models. The last chapter reviews other multiple comparison procedures, such as resampling-based procedures, methods for group sequential or adaptive designs, and the combination of multiple comparison procedures with modeling techniques.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eControlling multiplicity in experiments ensures better decision making and safeguards against false claims. A self-contained introduction to multiple comparison procedures, this book offers strategies for constructing the procedures and illustrates the framework for multiple hypotheses testing in general parametric models. It is suitable for readers with R experience but limited knowledge of multiple comparison procedures and vice versa.\u003c\/p\u003e \u003cp\u003eSee Dr. Bretz discuss the book.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Frank Bretz, Torsten Hothorn, Peter Westfall\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1584885742\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781584885740\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/27\/2010\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 208\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.98lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.48h x 6.32w x 0.64d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eScitech Book News\u003c\/i\u003e 12\/01\/2010 pg. 32\u003c\/p\u003e","brand":"Frank Bretz","offers":[{"title":"Hardcover","offer_id":44919981637887,"sku":"9781584885740","price":120.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3c6932cc-9224-4880-822c-a58f1fb79c1a.jpg?v=1710359895","url":"https:\/\/www.whiterainbookhouse.com\/products\/multiple-comparisons-using-r-frank-bretz-9781584885740","provider":"WR Book House","version":"1.0","type":"link"}