Coverart for item
The Resource An R and S-Plus companion to applied regression, John Fox

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

Label
An R and S-Plus companion to applied regression
Title
An R and S-Plus companion to applied regression
Statement of responsibility
John Fox
Creator
Subject
Language
eng
Cataloging source
DLC
http://library.link/vocab/creatorDate
1947-
http://library.link/vocab/creatorName
Fox, John
Dewey number
519.5/36/0285
Illustrations
illustrations
Index
index present
LC call number
QA278.2
LC item number
.F628 2002
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • R (Computer program language)
  • Regression analysis
Label
An R and S-Plus companion to applied regression, John Fox
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 295-298) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
49525914
Dimensions
26 cm
Extent
xvi, 312 pages
Isbn
9780761922803
Isbn Type
(pbk.)
Lccn
2002066787
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Label
An R and S-Plus companion to applied regression, John Fox
Publication
Bibliography note
Includes bibliographical references (pages 295-298) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
49525914
Dimensions
26 cm
Extent
xvi, 312 pages
Isbn
9780761922803
Isbn Type
(pbk.)
Lccn
2002066787
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations

Library Locations

    • Mathematical Sciences LibraryBorrow it
      104 Ellis Library, Columbia, MO, 65201, US
      38.944377 -92.326537
Processing Feedback ...