R in action : data analysis and graphics with R /

R in action : data analysis and graphics with R /

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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 p...

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Bibliographic Details
Main Author: Kabacoff, Robert
Format: Book
Language:English
Published: Shelter Island, N.Y. : London : Manning ; Pearson Education [distributor], c2011
Shelter Island, NY : London : [2011], ©2011
Shelter Island, NY : London : c2011
Subjects:
Graphic methods > Data processing
R (Computer program language)
Statistics > Data processing
Graphic methods
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Table of Contents:
  • 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
  • Advanced methods for missing data
  • Advanced graphics

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