{"product_id":"9781444362473","title":"Biostatistical Design and Analysis Using R: A Practical Guide","description":"R — the statistical and graphical environment is rapidly emerging as an important set of teaching and research tools for biologists. This book draws upon the popularity and free availability of R to couple the theory and practice of biostatistics into a single treatment, so as to provide a textbook for biologists learning statistics, R, or both. An abridged description of biostatistical principles and analysis sequence keys are combined together with worked examples of the practical use of R into a complete practical guide to designing and analyzing real biological research. \u003cp\u003e\u003cb\u003eTopics covered include:\u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003esimple hypothesis testing, graphing\u003c\/li\u003e \u003cli\u003eexploratory data analysis and graphical summaries\u003c\/li\u003e \u003cli\u003eregression (linear, multi and non-linear)\u003c\/li\u003e \u003cli\u003esimple and complex ANOVA and ANCOVA designs (including nested, factorial, blocking, spit-plot and repeated measures)\u003c\/li\u003e \u003cli\u003efrequency analysis and generalized linear models.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eLinear mixed effects modeling is also incorporated extensively throughout as an alternative to traditional modeling techniques.\u003c\/p\u003e \u003cp\u003eThe book is accompanied by a companion website \u003cb\u003ewww.wiley.com\/go\/logan\/r\u003c\/b\u003e with an extensive set of resources comprising all R scripts and data sets used in the book, additional worked examples, the biology package, and other instructional materials and links.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47140266770672,"sku":"9781444362473","price":81.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781444362473_p0.jpg?v=1769905641","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781444362473","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}