An R Companion to Applied Regression, 3rd Edition  PDF & ePUB Download

ePUB
eBook:
An R Companion to Applied Regression, 3rd Edition
Author:
John Fox, Sanford Weisberg
Edition:
3 edition
Categories:
Data:
October 16, 2018
ISBN:
1544336470
ISBN13:
9781544336473
Language:
English
Pages:
608 pages
Format:
ePUB

Description of An R Companion to Applied Regression, 3rd Edition ebook
Download An R Companion to Applied Regression, 3rd Edition, pdf, epub free. An R Companion to Applied Regression is a broad introduction to the R statistical computing environment in the context of applied regression analysis. John Fox and Sanford Weisberg provide a stepbystep guide to using the free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of generalized linear models, and substantial webbased support materials. The Third Edition includes a new chapter on mixedeffects models, new and updated data sets, and a deemphasis on statistical programming, while retaining a general introduction to basic R programming. The authors have substantially updated both the car and effects packages for R for this new edition, and include coverage of RStudio and R Markdown.

Content
1. Getting Started With R and RStudio
2. Reading and Manipulating Data
3. Exploring and Transforming Data
4. Fitting Linear Models
5. Coefficient Standard Errors, Confidence Intervals, and Hypothesis Tests
6. Fitting Generalized Linear Models
7. Fitting MixedEffects Models
8. Regression Diagnostics for Linear, Generalized Linear, and MixedEffects Models
9. Drawing Graphs
10. An Introduction to R Programming
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