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R in action : data analysis and graphics with R

Author: Robert Kabacoff
Publisher: Shelter Island, NY : Manning ; London : Pearson Education [distributor], ©2011.
Edition/Format:   Print book : EnglishView all editions and formats
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.
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Genre/Form: handböcker, manualer, etc
Document Type: Book
All Authors / Contributors: Robert Kabacoff
ISBN: 9781935182399 1935182390
OCLC Number: 609544307
Description: xxiv, 447 pages : illustrations ; 24 cm
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.
Responsibility: Robert I. Kabacoff.

Abstract:

"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.  Read more...

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