R for Everyone : Advanced Analytics and Graphics / Jared P. Lander.
Material type: TextSeries: Addison Wesley Data & Analytics SeriesPublisher: Upper Saddle River, New Jersey : Addison-Wesley, 2014Description: xxi, 432 pages : illustrations, maps ; 24 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9780321888037 (pbk); 0321888030 (pbk)Subject(s): R (Computer program language) | Scripting languages (Computer science)DDC classification: 005.13Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|
Books | Namal Library Computer Science | 005.13 LAN-R 2014 2791 (Browse shelf (Opens below)) | Available | 0002791 |
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
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