{"product_id":"biostatistical-design-and-analysis-using-r","title":"Biostatistical Design and Analysis Using R","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":"Dr Murray Logan","offers":[{"title":"Default Title","offer_id":42850082160701,"sku":"9781405190084","price":102.56,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0597\/7689\/2989\/files\/9781405190084_246d3df5-d3b6-4795-8f08-fdaa437010fa.jpg?v=1767070203","url":"https:\/\/www.palmleaf.com.au\/products\/biostatistical-design-and-analysis-using-r","provider":"Palmleaf","version":"1.0","type":"link"}