R for Everyone : Advanced Analytics and Graphics / Jared P. Lander.

By: Lander, Jared PMaterial type: TextTextSeries: 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: 005.13
Contents:
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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books Books Namal Library
Computer Science
005.13 LAN-R 2014 2791 (Browse shelf (Opens below)) Available 0002791
Total holds: 0

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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