{"product_id":"the-r-book-isbn-9781119634324","title":"The R Book","description":"\u003cp\u003e\u003cb\u003eA start-to-finish guide to one of the most useful programming languages for researchers in a variety of fields \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eIn the newly revised Third Edition of \u003ci\u003eThe R Book\u003c\/i\u003e, a team of distinguished teachers and researchers delivers a user-friendly and comprehensive discussion of foundational and advanced topics in the R software language, which is used widely in science, engineering, medicine, economics, and other fields. The book is designed to be used as both a complete text—readable from cover to cover—and as a reference manual for practitioners seeking authoritative guidance on particular topics.\u003c\/p\u003e \u003cp\u003eThis latest edition offers instruction on the use of the RStudio GUI, an easy-to-use environment for those new to R. It provides readers with a complete walkthrough of the R language, beginning at a point that assumes no prior knowledge of R and very little previous knowledge of statistics. Readers will also find:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eA thorough introduction to fundamental concepts in statistics and step-by-step roadmaps to their implementation in R;\u003c\/li\u003e \u003cli\u003eComprehensive explorations of worked examples in R;\u003c\/li\u003e \u003cli\u003eA complementary companion website with downloadable datasets that are used in the book;\u003c\/li\u003e \u003cli\u003eIn-depth examination of essential R packages.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for undergraduate and postgraduate students of science, engineering, medicine economics, and geography, \u003ci\u003eThe R Book\u003c\/i\u003e will also earn a place in the libraries of social sciences professionals.\u003c\/p\u003e \u003cp\u003ePreface\u003c\/p\u003e \u003cp\u003e1 Getting started 1\u003c\/p\u003e \u003cp\u003e2 Technical background 17\u003c\/p\u003e \u003cp\u003e3 Essentials of the R language 55\u003c\/p\u003e \u003cp\u003e4 Data input and dataframes 195\u003c\/p\u003e \u003cp\u003e5 Graphics 235\u003c\/p\u003e \u003cp\u003e6 Graphics in more detail 289\u003c\/p\u003e \u003cp\u003e7 Tables 357\u003c\/p\u003e \u003cp\u003e8 Probability distributions in R 369\u003c\/p\u003e \u003cp\u003e9 Testing 401\u003c\/p\u003e \u003cp\u003e10 Regression    433\u003c\/p\u003e \u003cp\u003e11 Generalised Linear Models 495\u003c\/p\u003e \u003cp\u003e12 Generalised Additive Models 575\u003c\/p\u003e \u003cp\u003e13 Mixed-effect models 599\u003c\/p\u003e \u003cp\u003e14 Non-linear regression 627\u003c\/p\u003e \u003cp\u003e15 Survival analysis 651\u003c\/p\u003e \u003cp\u003e16 Designed experiments 669\u003c\/p\u003e \u003cp\u003e17 Meta-analysis 701\u003c\/p\u003e \u003cp\u003e18 Time Series 717\u003c\/p\u003e \u003cp\u003e19 Multivariate Statistics 743\u003c\/p\u003e \u003cp\u003e20 Classification and regression trees 765\u003c\/p\u003e \u003cp\u003e21 Spatial Statistics 785\u003c\/p\u003e \u003cp\u003e22 Bayesian Statistics 807\u003c\/p\u003e \u003cp\u003e23 Simulation models 833\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eElinor Jones, PhD, \u003c\/b\u003eis an Associate Professor (Teaching) in the Department of Statistical Science at University College London. She is an experienced teacher with a background in statistics consultancy in a range of fields. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eSimon Harden, PhD, \u003c\/b\u003eis an Associate Professor (Teaching) in the Department of Statistical Science at University College London. He has taught R and statistics to people with a wide range of backgrounds, and has experience working in finance and IT. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eMichael J Crawley FRS \u003c\/b\u003eis Emeritus Professor of Plant Ecology at Imperial College London.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47990325903589,"sku":"NP9781119634324","price":95.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9781119634324.jpg?v=1761787365","url":"https:\/\/k12savings.com\/products\/the-r-book-isbn-9781119634324","provider":"K12savings","version":"1.0","type":"link"}