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December 19, 2020 at 6:01 am #25163Charlotte OliphantGuest
Proven Recipes for Data Analysis, Statistics, and Graphics
by Paul Teetor
- Genres: programming, reference, science, technical, computers, technology, mathematics, coding
- Language: english
- Author: Paul Teetor
- ISBN: 9780596809157 (0596809158)
- First published: January 1, 2011
- Format: paperback, 413 pages
- Release date: March 29, 2011
- Publisher: O’Reilly Media
About The Book
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 you’re a beginner, R Cookbook will help get you started. If you’re an experienced data programmer, it will jog your memory and expand your horizons. You’ll get the job done faster and learn more about R in the process.
Create vectors, handle variables, and perform other basic functions
Input and output data
Tackle data structures such as matrices, lists, factors, and data frames
Work with probability, probability distributions, and random variables
Calculate statistics and confidence intervals, and perform statistical tests
Create a variety of graphic displays
Build 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 language — one practical example at a time.” — Jeffrey Ryan, software consultant and R package author
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