Workshop on Design of Longitudinal Studies and Analysis of Repeated Measures Data

Preface

This Volume presents the general Proceedings of the Data Analysis Workshop II, on the Design of Longitudinal Studies and Analysis of Repeated Measures Data, held at the Centre for Mathematics and Its Applications, ANU, July 1991.

The aim of this Workshop series is to define the state of the art in applied statistics.  This Workshop brought together, in Australia, scientists and resaerchers with experience in the design of longitudinal studies, in the development of analytic methods for repeated measurements data and in the application of these techniques.  The Workshop's Special Guest and Keynote Speaker, Professor David Hand, provided four data sets to stimulate discussion, and these were made available to participants prior to the Workshop.

The Workshop was (partly) supported by the Department of Industry, Technology and Commerce (DITAC) Bilateral Science & Technology Programs.

Contents

Chapter Page number
1 - How to Analyse your repeated measures data (pdf 1.59 MB)
DJ Hand
3
2 - Aspects of design for repeated measurements (pdf 952.49 KB)
R Mead
17
3 - Design-adjusted estimation with repeated survey data (pdf 1.06 MB)
RL Chambers
31
4 - Regression with correlated errors (pdf 575.48 KB)
CA Glasbey
41
5 - Multilevel linear models for the educational system (pdf 1.27 MB)
M Aitkin
51
6 - Workshop data sets (pdf 888.88 KB)
DJ Hand
65
7 - Robust estimation and outlier detection for repeated measures experiements (pdf 748.32 KB)
RM Huggins
77
8 - An approach to the analysis of profile data: data set 1 (pdf 439.39 KB)
R Cunningham
83
9 - Multilevel analysis of longitudinal data: Analysis of workshop data set 1 (pdf 1.42 MB)
M Mok, RP McDonald
89
10 - Analysis of data set 1 (pdf 137.57 KB)
R Mead
103
11 - Exploratory analysis of data set 1 (pdf 470.65 KB)
SR Wilson
105
12 - Analysis of repeated measures of ordinal data (pdf 496.31 KB)
R Murison
109
13 - Analysis of data set 2 (pdf 156.43 KB)
R Mead
115
14 - Exploratory analysis of data set 2 (pdf 174.37 KB)
SR Wilson
117
15 - A general approach for the anlaysis of repeated measures experiments (pdf 2.54 MB)
AP Verbyla, BR Cullis
119
16 - Analysis of Data set 3 (pdf 316.39 KB)
R Mead
141
17 - A cluster-ranomised trial of worksite cardiovascular risk reduction (pdf 432.71 KB)
JM Simpson
147
18 - Too many variables, or too few subjects (pdf 854.53 KB)
KG Russell
151
19 - Assessing dietary change in a longitudinal study (pdf 879.25 KB)
JE Porteous
157
20 - Longitudinal studies based on clinical data collections (pdf 844.88 KB)
R Lazarus
165
21 - Problems encountered in using a clinical database for a longitudinal study in cystic fibrosis (pdf 1.4 MB)
A Wohlers
173
22 - Mutistate life-tables as repeated measure models (pdf 416.81 KB)
CR Heathcote
189
23 - Plans for an economic evaluation of a dryland salinity program in Yornaning WA (pdf 626.34 KB)
A Cowling
195
24 - Young people - Eduation, employment and transition - The Australian Longitudinal Survey Program (pdf 1.25 MB)
G Parkinson, P Boal
201
25 - Longitudinal survey of immigrants to Australia (pdf 782.53 KB)
O Lukomskyj
217
26 - Comments on micro computer software (pdf 1.2 MB)
YE Pittelkow
223