R in a Nutshell: A Desktop Quick Reference
Material type:
- 9789350239209
- 006.312 ADL
Item type | Current library | Item location | Collection | Call number | Status | Date due | Barcode | Item holds | |
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NIMA Knowledge Centre | 9th Floor Reading Zone | General | 006.312 ADL (Browse shelf(Opens below)) | Available | M0033293 |
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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