Main Title |
An R and S-Plus companion to applied regression / |
Author |
Fox, John,
|
Publisher |
Sage Publications, |
Year Published |
2002 |
OCLC Number |
49525914 |
ISBN |
0761922792; 9780761922797; 0761922806; 9780761922803 |
Subjects |
Regression analysis--Data processing ;
R (Computer program language) ;
Regressieanalyse ;
R (computerprogramma) ;
S-Plus ;
R (Programm)--(DE-588)4705956-4 ;
Regressionsanalyse--(DE-588)4129903-6 ;
S-PLUS--(DE-588)4321162-8 ;
Análise multivariada ;
Análise de regressäao e de correlaðcäao ;
Software estatístico para microcomputadores
|
Internet Access |
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EKBM |
QA278.2.F628 2002 |
|
Research Triangle Park Library/RTP, NC |
08/16/2005 |
|
Collation |
xvi, 312 pages : illustrations ; 26 cm |
Notes |
Includes bibliographical references (pages 295-298) and indexes. |
Contents Notes |
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. |
Place Published |
Thousand Oaks, Calif. : |
PUB Date Free Form |
c2002. |
BIB Level |
m |
Cataloging Source |
OCLC/T |
LCCN |
2002066787 |
Merged OCLC records |
50433931; 59467886 |
OCLC Time Stamp |
20050816085300 |
Language |
eng |
Origin |
OCLC |
Type |
CAT |
OCLC Rec Leader |
01177cam 22003734a 45020 |