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R in Action

Autor Robert I. Kabacoff
en Limba Engleză Paperback – iul 2011
Summary
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 TechnologyR 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 BookR 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.
Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.
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
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Table of Contents
  1. Part I Getting started
  2. Introduction to R
  3. Creating a dataset
  4. Getting started with graphs
  5. Basic data management
  6. Advanced data management
    Part II Basic methods
  7. Basic graphs
  8. Basic statistics
    Part III Intermediate methods
  9. Regression
  10. Analysis of variance
  11. Power analysis
  12. Intermediate graphs
  13. Re-sampling statistics and bootstrapping
    Part IV Advanced methods
  14. Generalized linear models
  15. Principal components and factor analysis
  16. Advanced methods for missing data
  17. Advanced graphics
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Specificații

ISBN-13: 9781935182399
ISBN-10: 1935182390
Pagini: 472
Dimensiuni: 188 x 234 x 27 mm
Greutate: 0.77 kg
Editura: Manning Publications

Notă biografică

Rob Kabacoff is a seasoned researcher who specializes in data analysis. He has taught graduate courses in statistical programming and manages the Quick-R website at statmethods.net.

Descriere

"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.