The R Book: Comprehensive Guide to Statistical Computing and Data Analysis for Researchers and Data Scientists | Perfect for Academic Studies, Data Analysis Projects, and Machine Learning Applications
$67.46
$89.95
Safe 25%
The R Book: Comprehensive Guide to Statistical Computing and Data Analysis for Researchers and Data Scientists | Perfect for Academic Studies, Data Analysis Projects, and Machine Learning Applications
The R Book: Comprehensive Guide to Statistical Computing and Data Analysis for Researchers and Data Scientists | Perfect for Academic Studies, Data Analysis Projects, and Machine Learning Applications
The R Book: Comprehensive Guide to Statistical Computing and Data Analysis for Researchers and Data Scientists | Perfect for Academic Studies, Data Analysis Projects, and Machine Learning Applications
$67.46
$89.95
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Description
The high-level language of R is recognized as one of the most powerful and flexible statistical software environments, and is rapidly becoming the standard setting for quantitative analysis, statistics and graphics. R provides free access to unrivalled coverage and cutting-edge applications, enabling the user to apply numerous statistical methods ranging from simple regression to time series or multivariate analysis.Building on the success of the author’s bestselling Statistics: An Introduction using R, The R Book is packed with worked examples, providing an all inclusive guide to R, ideal for novice and more accomplished users alike. The book assumes no background in statistics or computing and introduces the advantages of the R environment, detailing its applications in a wide range of disciplines.Provides the first comprehensive reference manual for the R language, including practical guidance and full coverage of the graphics facilities.Introduces all the statistical models covered by R, beginning with simple classical tests such as chi-square and t-test.Proceeds to examine more advance methods, from regression and analysis of variance, through to generalized linear models, generalized mixed models, time series, spatial statistics, multivariate statistics and much more.The R Book is aimed at undergraduates, postgraduates and professionals in science, engineering and medicine. It is also ideal for students and professionals in statistics, economics, geography and the social sciences.
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Reviews
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Verified Buyer
5
I cannot begin to express how thankfully I am that I decided to purchase "The R Book". As a current graduate student, I recently had to take an Environmental Statistics course that used R as its primary statistical software. Without this book, it would have been a struggle to do well in this course as I had very little background with coding prior and the book does a great job laying out how to learn the "language" of R software. I have since used it extensively to help guide me in conducting the statistical analysis needed for my research.It is an excellent resource for people trying to learn how to use R software. There are plenty of resources online that are helpful ([...]), but this book has the information laid out in a user-friendly manner. My course focused on some more advanced statistical analyses such as time series and spatial statistics, which were both described in "The R Book", as I already had a firm foundation in more basic statistical analyses. For someone who is just learning statistics for the first time, this book might be a bit overwhelming. In that case, I would recommend purchasing Michael Crawley's "Statistics: An Introduction using R." That book provides a good introduction to statistical concepts using R as the medium.

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