R in Action: Data Analysis and Graphics with R Book PDF, ePub eBook
R in Action: Data Analysis and Graphics with R.pdf
File Name: R in Action: Data Analysis and Graphics with R.pdf
Size: 24.12 MB
Uploaded: 2017-01-1 02:25:55
Status: AVAILABLE Last checked: 41 Minutes ago!
Rating: ★★★★★ 87 out of 100 based on 14351 user
Book Descriptions:
Summary
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.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
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
- Introduction to R
- Creating a dataset
- Getting started with graphs
- Basic data management
- Advanced data management
- Basic graphs
- Basic statistics
- Regression
- Analysis of variance
- Power analysis
- Intermediate graphs
- Resampling statistics and bootstrapping
- Generalized linear models
- Principal components and factor analysis
- Time series
- Cluster analysis
- Classification
- Advanced methods for missing data
- 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
PART 1 GETTING STARTED
PART 2 BASIC METHODS
PART 3 INTERMEDIATE METHODS
PART 4 ADVANCED METHODS
PART 5 EXPANDING YOUR SKILLS
R in Action: Data Analysis and Graphics with R by Robert Kabacoff
From reader reviews:William Fiscus:
Spent a free time to be fun activity to complete! A lot of people spent their spare time with their family, or all their friends. Usually they undertaking activity like watching television, likely to beach, or picnic from the park. They actually doing same task every week. Do you feel it? Do you want to something different to fill your current free time/ holiday? Might be reading a book might be option to fill your no cost time/ holiday. The first thing that you ask may be what kinds of reserve that you should read. If you want to consider look for book, may be the publication untitled R in Action: Data Analysis and Graphics with R can be excellent book to read. May be it could be best activity to you.
Thanh Johnson:
Exactly why? Because this R in Action: Data Analysis and Graphics with R is an unordinary book that the inside of the guide waiting for you to snap that but latter it will zap you with the secret this inside. Reading this book adjacent to it was fantastic author who write the book in such remarkable way makes the content inside of easier to understand, entertaining approach but still convey the meaning thoroughly. So , it is good for you for not hesitating having this any more or you going to regret it. This unique book will give you a lot of advantages than the other book possess such as help improving your ability and your critical thinking means. So , still want to hold off having that book? If I had been you I will go to the e-book store hurriedly.
Linda Sandoval:
In this age globalization it is important to someone to find information. The information will make anyone to understand the condition of the world. The healthiness of the world makes the information simpler to share. You can find a lot of personal references to get information example: internet, newspaper, book, and soon. You can see that now, a lot of publisher which print many kinds of book. Often the book that recommended for your requirements is R in Action: Data Analysis and Graphics with R this guide consist a lot of the information of the condition of this world now. This kind of book was represented just how can the world has grown up. The dialect styles that writer use to explain it is easy to understand. Often the writer made some analysis when he makes this book. This is why this book acceptable all of you.
Jerri Jackson:
A lot of book has printed but it is different. You can get it by net on social media. You can choose the top book for you, science, comedy, novel, or whatever by simply searching from it. It is known as of book R in Action: Data Analysis and Graphics with R. You can include your knowledge by it. Without departing the printed book, it could possibly add your knowledge and make you happier to read. It is most critical that, you must aware about e-book. It can bring you from one destination to other place.
How it works:
- 1. Register a free 1 month Trial Account.
- 2. Download as many books as you like (Personal use)
- 3. Cancel the membership at any time if not satisfied.
