R Cookbook: Proven Recipes for Data Analysis, Statistics, and Graphics (O’Reilly Cookbooks)

By | October 16, 2017
R Cookbook: Proven Recipes for Data Analysis, Statistics, and Graphics (O'Reilly Cookbooks) Author Paul Teetor
ISBN-10 0596809158
ISBN-13 9780596809157
Year 2011-03-25
Pages 438
Language English
Publisher O’Reilly Media
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With more than 200 practical recipes this book helps you perform data analysis with R quickly and efficiently The R language provides everything you need to do statistical work but its structure can be difficult to master This collection of concise task oriented recipes makes you productive with R immediately with solutions ranging from basic tasks to input and output general statistics graphics and linear regression Each recipe addresses a specific problem with a discussion that explains the solution and offers insight into how it works If youre a beginner R Cookbook will help get you started If youre an experienced data programmer it will jog your memory and expand your horizons Youll get the job done faster and learn more about R in the process Create vectors handle variables and perform other basic functionsInput and output dataTackle data structures such as matrices lists factors and data framesWork with probability probability distributions and random variablesCalculate statistics and confidence intervals and perform statistical testsCreate a variety of graphic displaysBuild statistical models with linear regressions and analysis of variance ANOVA Explore advanced statistical techniques such as finding clusters in your data Wonderfully readable R Cookbook serves not only as a solutions manual of sorts but as a truly enjoyable way to explore the R languageone practical example at a time Jeffrey Ryan software consultant and R package author

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