(Ebook PDF) Beginning R 4 From Beginner to Pro 1st edition by Matt Wiley 1484260538 9781484260531 full chapters

Beginning R 4 – From Beginner to Pro 1st edition by Matt Wiley – Ebook PDF Instant Download/DeliveryISBN:  1484260538,  9781484260531  

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Product details:

ISBN-10 :  1484260538 

ISBN-13 :  9781484260531

Author:  Matt Wiley 

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 – From Beginner to Pro 1st Table of contents:

1. Installing R
2. Installing Packages and Using Libraries
3. Data Input and Output
4. Working with Data
5. Data and Samples
6. Descriptive Statistics
7. Understanding Probability and Distributions
8. Correlation and Regression
9. Confidence Intervals
10. Hypothesis Testing
11. Multiple Regression
12. Moderated Regression
13. Analysis of Variance

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