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R in a Nutshell: A Desktop Quick Reference

By: Material type: TextTextPublication details: O'Reilly Media, Inc. 2012 SebastopolEdition: 2nd edDescription: 699pISBN:
  • 9789350239209
Subject(s): DDC classification:
  • 006.312 ADL
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Item type Current library Item location Collection Call number Status Date due Barcode Item holds
Book Book NIMA Knowledge Centre 9th Floor Reading Zone General 006.312 ADL (Browse shelf(Opens below)) Available M0033293
Total holds: 0

Part I. R Basics
1. Getting and Installing R
2. The R User Interface
3. A Short R Tutorial
4. R Packages

Part II. The R Language
5. An Overview of the R Language
6. R Syntax
7. R Objects
8. Symbols and Environments
9. Functions
10. Object-Oriented Programming
11. High-Performance R

Part III. Working With Data
12. Saving, Loading, and Editing Data
13. Preparing Data

Part III: Data Visualization
14. Graphics
15. Lattice Graphics
16. ggplot2

Part IV. Statistics With R
17. Analyzing Data
18. Probability Distributions
19. Statistical Tests
20. Power Tests
21. Regression Models
22. Classification Models
23. Machine Learning
24. Time Series Analysis

Part IV: Additional Topics
25. Optimizing R Programs
26. Bioconductor
27. R and Hadoop

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