There are 275 practical recipes in the expanded second edition of this book aiming to show how to perform data analysis with R quickly and efficiently. Authors J.D. Long and Paul Teetor show task-oriented recipes aimed at making you productive with R. Solutions range from basic tasks to input and output, general statistics, graphics, and linear regression. Each recipe addresses a specific problem and includes a discussion that explains the solution and provides insight into how it works.
Authors: J.D. Long and Paul Teetor Publisher: O'Reilly Date: July 2019 Pages: 600 ISBN: 978-1492040682 Print: 1492040681 Kindle:B07TDVNC15 Audience: R developers Level: Intermediate Category: Other Languages
- Create vectors, handle variables, and perform basic functions
- Simplify data input and output
- 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
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