An R Companion to Applied Regression
Authors: John Fox – Sanford Weisberg
ISBN-10: 1544336470
ISBN-13: 9781544336473
Edition 版次: Third
Publication Date 出版日期: 2018-10-16
Print Length 页数: 608 pages
Book Description
By finelybook
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 step-by-step 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 web-based support materials. The Third Edition includes a new chapter on mixed-effects models,new and updated data sets,and a de-emphasis 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.
Contents
Publisher finelybook 出版社: Note
Preface
About the Authors
1Getting Started With R and RStudio
2Reading and Manipulating Data
3Exploring and Transforming Data
4 Fitting Linear Models
5 Coefficient Standard Errors,Confidence Intervals,and
Hypothesis Tests
6Fitting Generalized Linear Models
7 Fitting Mixed-Effects Models
8 Regression Diagnostics for Linear,Generalized Linear,
and Mixed-Effects Models
9Drawing Graphs
10 An Introduction to R Programming
References
Subject Index
Data Set Index
Data Set Index
Data Set Index
