Beginning R 4: From Beginner to Pro

By 作者:Matt Wiley and Joshua F. Wiley

ISBN-10 : 148426052X

Paperback : 467 pages

ISBN-13 : 9781484260524

Product Dimensions : 17.78 x 2.49 x 25.4 cm

Publisher Finelybook 出版社 : Apress; 1st ed. Edition (18 Oct. 2020)

Language 语言: : English

**The Book Description robot was collected from Amazon and arranged by Finelybook**

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.

You will:

Acquire and install R and RStudio

Import and export data from multiple file formats

Analyze data and generate graphics (including confidence intervals)

Interactively conduct hypothesis testing

Code multiple and moderated regression solutions

## 最新评论