R语言实战 [R in Action英文原版].pdf

文档介绍：Last saved: 8/10/2009 Robert I. Kabacoff / R in Action 1

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Part 1 Preparing the data 
1 Introduction to R 
2 Creating a dataset 
3 Basic data management 
4 Advanced data management 
 
Part 2 Basic statistics and graphs 
5 Basic statistics 
6 Basic graphs 
 
Part 3 Intermediate statistics and graphs 
7 Multiple (linear) regression 
8 Analysis of variance 
9 Resampling statistics and bootstrapping 
10 Power analysis 
11 Intermediate graphs 
 
Part 4 Advanced statistics and graphs 
12 Generalized linear models 
13 ponents and factor analysis 
14 Other multivariate methods 
15 Advanced methods for missing data 
16 Advanced graphs 
 
Appendix A: Graphical user interfaces for R 
Appendix B: Customizing the startup environment 
Appendix C: Exporting data from R 
Appendix D: Creating publication quality output 
Appendix E: Matrix algebra in R 





©Manning Publications Co. Please ments or corrections to the Author Online forum:
.com/?forumID=578
Download at
Licensed to Alison Tyler <pedbro@>
4 Robert I. Kabacoff / R in Action Last saved: 8/10/2009
1
Introduction to R
This Chapter covers:
ƒ Installing R 
ƒ Understanding the R language 
ƒ Running programs 
ƒ  
How we analyze data has changed dramatically in recent years. With the advent of personal
computers and the , the sheer volume of data w