{"product_id":"biostatistical-design-and-analysis-using-r-a-practical-guide-9781405190084","title":"Biostatistical Design and Analysis Using R: A Practical Guide","description":"\u003cp\u003e • Author(s): Murray Logan\u003cbr\u003e • Publisher: Wiley-Blackwell\u003cbr\u003e • Publisher Imprint: Wiley-Blackwell\u003cbr\u003e • BISAC: Life Sciences - General\u003c\/p\u003e\u003cp\u003eR — 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.  \u003c\/p\u003e\u003cp\u003e\u003cb\u003eTopics covered include:\u003c\/b\u003e\u003c\/p\u003e  *simple hypothesis testing, graphing *exploratory data analysis and graphical summaries *regression (linear, multi and non-linear) *simple and complex ANOVA and ANCOVA designs (including nested, factorial, blocking, spit-plot and repeated measures) *frequency analysis and generalized linear models.  \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-Blackwell","offers":[{"title":"Paperback","offer_id":45203545456791,"sku":"9781405190084","price":6211.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781405190084.webp?v=1767308133","url":"https:\/\/atlanticbooks.com\/products\/biostatistical-design-and-analysis-using-r-a-practical-guide-9781405190084","provider":"Atlantic Books","version":"1.0","type":"link"}