Beginning R 4
From Beginner to Pro
| Price | $33.01 - $53.66
|
| Rating |  |
| Authors | Matt Wiley, Joshua F. Wiley |
| Publisher | Apress |
| Published | 2020 |
| Pages | 467 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 148426052X |
| ISBN-13 | 9781484260524 |
Learn how to use R 4, write and save R scripts, read in and write out data files, use built-in functions, and understand common statistical methods. This in-depth tutorial includes key R 4 features including a new color palette for charts, an enhanced reference counting system (useful for big data), and new data import settings for text (as well as the statistical methods to model text-based, categorical data).
Each chapter starts with a list of learning outcomes and concludes with a summary of any R functions introduced in that chapter, along with exercises to test your new knowledge. The text opens with a hands-on installation of R and CRAN packages for both Windows and macOS. The bulk of the book is an introduction to statistical methods (non-proof-based, applied statistics) that relies heavily on R (and R visualizations) to understand, motivate, and conduct statistical tests and modeling.
Beginning R 4 shows the use of R in specific cases such as ANOVA analysis, multiple and moderated regression, data visualization, hypothesis testing, and more. It takes a hands-on, example-based approach incorporating best practices with clear explanations of the statistics being done.
- Matt Wiley (2 books)
- Joshua F. Wiley (3 books)
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