Applied regression analysis and other multivariable methods
(2014)
Nonfiction
Book
Call Numbers:
519.535/KLEINBAUM,D
0 Holds on 1 Copy
Availability
Details
PUBLISHED
Australia : Cengage Learning, [2014]
EDITION
Fifth edition
DESCRIPTION
xix, 1051 pages : illustrations (black and white) ; 24 cm
ISBN/ISSN
9781285051086, 1285051084 :, 1285051084, 9781285051086
LANGUAGE
English
CONTENTS
Concepts and examples of research --
Classification of variables and the choice of analysis --
Basic statistics : a review --
Introduction to regression analysis --
Straight-line regression analysis --
Correlation coefficient and straight-line regression analysis --
Analysis-of-variance table --
Multiple regression analysis : general considerations --
Statistical inference in multiple regression --
Correlations : multiple, partial, and multiple partial --
Confounding and interaction in regression --
Dummy variables in regression --
Analysis of covariance and other methods for adjusting continuous data --
Regression diagnostics --
Polynomial regression --
Selecting the best regression equation --
One-way analysis of variance --
Randomized blocks : special case of two-way ANOVA --
Two-way ANOVA with equal cell numbers --
Two-way ANOVA with unequal cell numbers --
Method of maximum likelihood --
Logistic regression analysis --
Polytomous and ordinal logistic regression --
Poisson regression analysis --
Analysis of correlated data part 1 : the general linear mixed method --
Analysis of correlated data part 2 : random effects and other issues --
Sample size planning for linear and logisitc regression and analysis of variance --
Appendix A. Tables --
Appendix B. Matrices and their relationship to regression analysis --
Appendix C. SAS computer appendix --
Appendix D. Answers to selected problems