R in Action: Data Analysis and Graphics With R
Language: English
Published by Manning Publications, 2015
Series: Book 88 of 182 - In Action
- Softcover
- Used
Seller: Anybook.com, Lincoln, United KingdomAnybook.com
AbeBooks seller since December 22, 1999
Condition: Used - Fair
US$ 6.66
Quantity: 1 available
Add to basketItem description from seller
This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. In fair condition, suitable as a study copy. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1150grams, ISBN:9781617291388.
Seller Inventory # 4835438
- Title
- R in Action: Data Analysis and Graphics With R
- Author
- Kabacoff, Robert I.
- Publisher
- Manning Publications
- Publication year
- 2015
- Condition
- Fair
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1617291382
- ISBN 13
- 9781617291388
- Edition
- 2nd Edition
- Item weight
- 1,150 grams
- Series
- Book 88 of 182: In Action
- Seller catalogs
- Computing
R in Action, Second Edition presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, the book offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on time series analysis, cluster analysis, and classification methodologies, including decision trees, random forests, and support vector machines.
About the Technology
Business pros and researchers thrive on data, and R speaks the language of data analysis. R is a powerful programming language for statistical computing. Unlike general-purpose tools, R provides thousands of modules for solving just about any data-crunching or presentation challenge you're likely to face. R runs on all important platforms and is used by thousands of major corporations and institutions worldwide.
About the Book
R in Action, Second Edition teaches you how to use the R language by presenting examples relevant to scientific, technical, and business developers. Focusing on practical solutions, the book offers a crash course in statistics, including elegant methods for dealing with messy and incomplete data. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on forecasting, data mining, and dynamic report writing.
What's Inside
- Complete R language tutorial
- Using R to manage, analyze, and visualize data
- Techniques for debugging programs and creating packages
- OOP in R
- Over 160 graphs
About the Author
Dr. Rob Kabacoff is a seasoned researcher and teacher who specializes in data analysis. He also maintains the popular Quick-R website at statmethods.net.
Table of Contents
-
PART 1 GETTING STARTED
- Introduction to R
- Creating a dataset
- Getting started with graphs
- Basic data management
- Advanced data management PART 2 BASIC METHODS
- Basic graphs
- Basic statistics PART 3 INTERMEDIATE METHODS
- Regression
- Analysis of variance
- Power analysis
- Intermediate graphs
- Resampling statistics and bootstrapping PART 4 ADVANCED METHODS
- Generalized linear models
- Principal components and factor analysis
- Time series
- Cluster analysis
- Classification
- Advanced methods for missing data PART 5 EXPANDING YOUR SKILLS
- Advanced graphics with ggplot2
- Advanced programming
- Creating a package
- Creating dynamic reports
- Advanced graphics with the lattice package available online only from manning.com/kabacoff2
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
Anybook.com
Lincoln, United Kingdom
AbeBooks seller since December 22, 1999
Shipping rates from United Kingdom to U.S.A.
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