Mulitple Comparisons and Multiple Tests Using the SAS System Workbook

by Tobias, Randall D.

• ISBN13: 9781580257596
• ISBN10: 1580257593
• Edition: Workbook
• Format: Paperback
• Copyright: 2000-12-01
• Publisher: Sas Inst

Author Biography

Peter H. Westfall, Ph.D., Professor of Statistics, Department of Information Systems and Quantitative Sciences, Texas Tech University Randall D. Tobias, Ph.D., principal developer for the GLM procedure and manager of linear models research and development at SAS Institute

Table of Contents

Preface	vii
Part 1 Problems	1	(46)
Introduction	3	(2)
Concepts and Basic Methods for Multiple Comparisons and Tests	5	(4)
Multiple Comparisons among Treatment Means in the One-Way Balanced ANOVA	9	(4)
Multiple Comparisons among Treatment Means in the One-Way Unbalanced ANOVA	13	(2)
Multiple Comparisons among Treatment Means in the General Linear Model	15	(2)
Inferences for General Linear Functions of Means	17	(2)
Power and Sample Size in Simultaneous Inference	19	(4)
Stepwise and Closed Testing Procedures	23	(4)
Simultaneous Inference in Two-Way and Higher-Way ANOVA and ANCOVA	27	(4)
Multiple Comparisons in Heteroscedastic, Mixed, and Multivariate Models Using PROC MiXED	31	(4)
Multiple Comparisons of Means in Univariate and Multivariate Models, Allowing Nonnormality, Using PROC MULTTEST	35	(4)
Multiple Comparisons with Binary Data Using PROC MULTTEST	39	(4)
Bayesian Multiple Comparisons and Multiple Tests	43	(2)
Additional Topics	45	(2)
Part 2 Solutions	47	(116)
Introduction	49	(4)
Concepts and Basic Methods for Multiple Comparisons and Tests	53	(8)
Multiple Comparisons among Treatment Means in the One-Way Balanced ANOVA	61	(8)
Multiple Comparisons among Treatment Means in the One-Way Unbalanced ANOVA	69	(6)
Multiple Comparisons among Treatment Means in the General Linear Model	75	(4)
Inferences for General Linear Functions of Means	79	(8)
Power and Sample Size in Simultaneous Inference	87	(8)
Stepwise and Closed Testing Procedures	95	(10)
Simultaneous Inference in Two-Way and Higher-Way ANOVA and ANCOVA	105	(10)
Multiple Comparisons in Heteroscedastic, Mixed, and Multivariate Models Using PROC MIXED	115	(12)
Multiple Comparisons of Means in Univariate and Multivariate Models, Allowing Nonnormality, Using PROC MULTTEST	127	(10)
Multiple Comparisons with Binary Data Using PROC MULTTEST	137	(12)
Bayesian Multiple Comparisons and Multiple Tests	149	(8)
Additional Topics	157	(6)
Appendix The %HommFish Macro	163	(2)
References	165	(2)
Index	167