Research Catalog

Title

An R and S-Plus companion to applied regression / John Fox.

Author

Fox, John, 1947-

Publication

Thousand Oaks, Calif. : Sage Publications, c2002.

Items in the Library & Off-site

Holdings

Details

Description

xvi, 312 p. : ill.; 26 cm.

Subject

• S-Plus
• Regression analysis > Data processing
• R (Computer program language)

Bibliography (note)

• Includes bibliographical references (p. 295-298) and indexes.

Processing Action (note)

• committed to retain

Contents

1. Introducing R and S-PLUS S Basics An Extended Illustration S Functions for Basic Statistics -- 2. Reading and Manipulating Data Data Input Working with Data Frames Matrices, Arrays, and Lists Data Attributes, Modes, and Classes -- 3. Exploring and Transforming Data Examining Distributions Examining Relationships Examining Multivariate Data Transforming Data -- 4. Fitting Linear Models Linear Least-Squares Regression Dummy-Variable Regression Analysis of Variance Models User-Specified Contrasts* General Linear Hypotheses* Data and Confidence Ellipses More on 1m and Model Formulas -- 5. Fitting Generalized Linear Models The Structure of GLMs Models for Categorical Responses Poisson GLMs for Count Data Odds and Ends Fitting GLMs by Iterated Weighted Least-Squares* -- 6. Diagnosing Problems Unusual Data Non-Normal Errors Non-Constant Error Variance Nonlinearity Collinearity and Variable Selection Diagnostics for Generalized Linear Models -- 7. Drawing Graphs A General Approach to S Graphics Putting it Together Effect Displays Graphics Devices -- 8. Writing Programs Defining Functions Working With Matrices* Program Control: Conditionals, Loops, and Recursion Apply and its Relatives Object-Oriented Programming in S* Writing S Programs.

ISBN

• 0761922792 (acid-free paper)
• 0761922806 (pbk. : acid-free paper)

LCCN

^^2002066787

OCLC

• 49525914
• SCSB-11821472

Owning Institutions

Harvard Library