An R companion to applied regression

著者

書誌事項

An R companion to applied regression

John Fox, Sanford Weisberg

SAGE, c2011

2nd ed

  • : pbk

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注記

Rev. ed. of: An R and S-Plus companion to applied regression. c2002

Includes bibliographical references and indexes

内容説明・目次

内容説明

This is a broad introduction to the R statistical computing environment in the context of applied regression analysis. It is a thoroughly updated edition of John Fox's bestselling text An R and S-Plus Companion to Applied Regression (SAGE, 2002). The Second Edition is intended as a companion to any course on modern applied regression analysis. 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 generalized linear models, enhanced coverage of R graphics and programming, and substantial web-based support materials. An accompanying website for the book can be found at http:/socserv.mcmaster.ca/jfox/Books/Companion/index.html provides: R scripts for examples by chapter Data files used in the book The car package (Companion to Applied Regression), an accompanying software for regression diagnostics and other regression-related tasks Other resources to help students get the most out of the text

目次

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

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