R in a nutshell /
"Why learn R? Because it's rapidly becoming the standard for developing statistical software. R in a Nutshell provides a quick and practical way to learn this increasingly popular open source language and environment. You'll not only learn how to program in R, but also how to find the...
Call Number: | Libro Electrónico |
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Main Author: | |
Format: | Electronic eBook |
Language: | Inglés |
Published: |
Sebastopol, Calif. :
O'Reilly Media,
©2010.
|
Edition: | 1st ed. |
Subjects: | |
Online Access: | Texto completo (Requiere registro previo con correo institucional) |
Table of Contents:
- Part I.R basics
- Getting and installing R
- The R user interface
- A short R tutorial
- R packages
- Part II. The R language
- An overview of the R language
- R syntax
- R objects
- Symbols and environments
- Functions
- Object-oriented programming
- High-performance R
- Part III. Working with data
- Saving, loading, and editing data
- Preparing data
- Graphics
- Lattice graphics
- Part IV. Statistics with R
- Analyzing data
- Probability distributions
- Statistical tests
- Power tests
- Regression models
- Classification models
- Machine learning
- Time series analysis
- Bioconductor.