R for Everyone :

Lander, Jared P.

R for Everyone : Advanced Analytics and Graphics / Jared P. Lander. - xxi, 432 pages : illustrations, maps ; 24 cm. - Addison Wesley Data & Analytics Series .

Includes bibliographical references and indexes.

1- Getting R
2- The R Environment
3- R Packages
4- Basics of R
5- Advanced Data Structures
6- Reading Data into R
7- Statistical Graphs
8- Writing R Functions
9- Control Statements
10- Loops, the Un-R way to iterate
11- Group Manipulation
12- Data Reshaping
13- Manipulating Strings
14- Probability Distributions
15- Basic Statistics
16- Linear Models
17- Generalized Linear Models
18- Model Diagnostics
19- Regularization & Shrinkage
20- Nonlinear Models
21- Time Series & Autocorrelation
22- Clustering
23- Reproducibility, Reports & Slide Shows with knitr
24- Building R Packages


9780321888037 (pbk) 0321888030 (pbk)

2013027407


R (Computer program language)
Scripting languages (Computer science)

005.13 / LAN-R 2014 2791