R in Action: Data Analysis and Graphics with R
Language: English
Published by Manning, 2011
Series: Book 56 of 182 - In Action
- Softcover
- Used
Seller: WorldofBooks, Goring-By-Sea, WS, United KingdomWorldofBooks
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Condition: Used - Very good
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The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.
Seller Inventory # GOR005788271
- Title
- R in Action: Data Analysis and Graphics with R
- Author
- Kabacoff, Robert
- Publisher
- Manning
- Publication year
- 2011
- Condition
- Very Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1935182390
- ISBN 13
- 9781935182399
- Item weight
- 812 grams
- Series
- Book 56 of 182: In Action
R in Action is the first book to present both the R system and the use cases that make it such a compelling package for business developers. The book begins by introducing the R language, including the development environment. Focusing on practical solutions, the book also offers a crash course in practical statistics and covers elegant methods for dealing with messy and incomplete data using features of R.
About the Technology
R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and utilities. This makes R a great way to get meaningful information from mountains of raw data.
About the Book
R in Action is a language tutorial focused on practical problems. It presents useful statistics examples and includes elegant methods for handling messy, incomplete, and non-normal data that are difficult to analyze using traditional methods. And statistical analysis is only part of the story. You'll also master R's extensive graphical capabilities for exploring and presenting data visually.
What's Inside
- Practical data analysis, step by step
- Interfacing R with other software
- Using R to visualize data
- Over 130 graphs
- Eight reference appendixes
================================
Table of Contents
-
Part I Getting started
- Introduction to R
- Creating a dataset
- Getting started with graphs
- Basic data management
- Advanced data management Part II Basic methods
- Basic graphs
- Basic statistics Part III Intermediate methods
- Regression
- Analysis of variance
- Power analysis
- Intermediate graphs
- Re-sampling statistics and bootstrapping Part IV Advanced methods
- Generalized linear models
- Principal components and factor analysis
- Advanced methods for missing data
- Advanced graphics
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About the Author
"About the title" may belong to another edition of this title.
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