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Book Cover
PRINTED BOOKS
Author Brunner, Edgar, 1943-

Title Nonparametric analysis of longitudinal data in factorial experiments / Edgar Brunner, Sebastian Domhof, and Frank Langer.

Published New York, NY : J. Wiley, [2002]
©2002

Copies

Location Call No. Status
 UniM ERC  519.535 BRUN    AVAILABLE
Physical description xvii, 261 pages : illustrations ; 25 cm.
Series Wiley series in probability and statistics.
Wiley series in probability and statistics.
Bibliography Includes bibliographical references (pages 219-224) and index.
Contents 1.1 Motivation 1 -- 2 Models 21 -- 2.1 Nonparametric Models 21 -- 2.2 Covariance Structures 32 -- 3 Effects and Hypotheses 35 -- 3.1 Nonparametric Effects 35 -- 3.2 Nonparametric Hypotheses 40 -- 4 Estimators for Relative Effects 45 -- 4.1 (Normalized) Empirical Distribution Function 45 -- 4.2 Ranks 47 -- 4.3 Estimation of Relative Treatment Effects 52 -- 4.4 Asymptotic Distributions of the Estimators 55 -- 4.5 Confidence Intervals 60 -- 4.6 Graphical Representation of the Results 62 -- 5 Test Statistics 67 -- 5.1 Statistics for Normal Distributions 67 -- 5.2 Wald-Type Statistic (WTS) 69 -- 5.3 Hotelling's T[superscript 2] Statistic 70 -- 5.4 ANOVA-Type Statistic (ATS) 71 -- 5.5 Comparison of the Statistics Q[subscript n], Z[subscript R] and F[subscript n] 73 -- 5.6 Statistics for Patterned Alternatives 75 -- 5.7 Consistency of Statistics 75 -- 5.8 Comparison with the Rank Transform (RT) Method 80 -- 6 Software 83 -- 6.1 Special SAS Macros 83 -- 6.2 SAS Standard Procedures 84 -- 7 Experiments for One Group of Subjects 87 -- 7.1 Two Time Points 87 -- 7.2 More than Two Time Points 95 -- 7.3 Software 110 -- 8 Experiments for Several Groups of Subjects 119 -- 8.1 Two Groups and Two Time Points 120 -- 8.2 Two-Period Cross-Over Design 128 -- 8.3 Several Groups and Several Time Points 130 -- 8.4 Methods for Summary Effects 152 -- 8.5 Software 157 -- 9 Dependent Replications 175 -- 9.1 Models 175 -- 9.3 Software 183 -- 10 Multifactorial Experiments 187 -- 10.3 General Techniques 189 -- 10.4 Analysis of Some Examples 190 -- 10.5 Macros for Multifactorial Experiments 195 -- 10.6 SAS Standard Procedures 206 -- 11 Numerous Time Points 211 -- 11.2 Reduction of the Design 212 -- Appendix A Original Data 225 -- A.1 Panic Disorder Study I 225 -- A.2 Panic Disorder Study II 226 -- A.3 SO[subscript 4]-Concentration 227 -- A.4 Vitality of Treetops 230 -- A.5 Water-Maze Test 231 -- A.6 [alpha]-Amylase Study 232 -- A.7 Cortisol Concentration in Plasma 233 -- A.8 Plasma-Renin Activity in Serum 236 -- A.9 [gamma]-GT Study 238 -- A.10 Stem-Cell Concentrate Study 239 -- A.11 Shoulder Tip Pain Study 241 -- A.12 Body-Weight Evolution of Wistar Rats 242 -- A.13 Postoperative Edema 244 -- A.14 PCT-Concentration Study 246 -- A.15 HTK Study 248 -- Appendix B Results from the SAS Macros 249 -- B.1 Confidence-Intervals for the [alpha]-Amylase Study 249 -- B.2 Confidence-Intervals for the Shoulder Tip Pain Study 250 -- B.3 Confidence-Intervals for the Plasma-Renin Study 251.
Other author Domhof, Sebastian, 1974-
Langer, Frank, 1968-
Subject Nonparametric statistics.
Factorial experiment designs.
Longitudinal method.
ISBN 047144166X (cloth : alk. paper)