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An R companion to applied regression

Author: John Fox; Sanford Weisberg
Publisher: Thousand Oaks, Calif. : SAGE Publications, ©2011.
Edition/Format:   Book : English : 2nd edView all editions and formats
Database:WorldCat
Summary:
This book aims to provide a broad introduction to the R statistical computing environment (R Development Core Team, 2009a) in the context of applied regression analysis, which is typically studied by social scientists and others in a second course in applied statistics. We assume that the reader is learning or is otherwise familiar with the statistical methods that we describe; thus, this book is a companion to a  Read more...
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Document Type: Book
All Authors / Contributors: John Fox; Sanford Weisberg
ISBN: 9781412975148 141297514X
OCLC Number: 648922089
Notes: Rev. ed. of: An R and S-Plus companion to applied regression. c2002.
Description: xxii, 449 p. : ill. ; 26 cm.
Contents: Preface 1. Getting Started With R 2. Reading and Manipulating Data 3. Exploring and Transforming Data 4. Fitting Linear Models 5. Fitting Generalized Linear Models 6. Diagnosing Problems in Linear and Generalized Linear Models 7. Drawing Graphs 8. Writing Programs References Author Index Subject Index Command Index Data Set Index Package Index About the Authors
Responsibility: John Fox, Sanford Weisberg.

Abstract:

The authors provide a step-by-step guide to using the high-quality free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of  Read more...

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"The text is very clearly written. It contains much wisdom and useful hints for those trying to analyze data with R." -- Robert W. Hayden

 
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