2024-03-29T10:31:46Z
http://www.llcsjournal.org/index.php/llcs/oai
oai:edrev.asu.edu:article/67
2014-11-13T00:10:19Z
llcs:TUT
1757-9597
dc
Statistical modelling of repeated measurement data
Goldstein, Harvey
De Stavola, Bianca
This tutorial describes ways of modelling repeated measurements taken on a sample of individuals. It gives a brief historical introduction and then describes how a 2-level formulation provides a flexible and straightforward approach.
Society for Longitudinal and Life Course Studies
2010-04-28 15:44:58
tutorial
application/pdf
application/vnd.ms-excel
http://www.llcsjournal.org/index.php/llcs/article/view/67
Longitudinal and Life Course Studies; Vol. 1 No. 2 (2010): Longitudinal and Life Course Studies
eng
Copyright (c) 2014 Longitudinal and Life Course Studies
oai:edrev.asu.edu:article/249
2014-11-12T15:10:29Z
llcs:TUT
"130522 2013 eng "
1757-9597
dc
Subject specific and population average models for binary longitudinal data: a tutorial
Szmaragd, Camille
School of Clinical Veterinary Science, University of Bristol
Clarke, Paul
Centre for Market and Public Organisation,
University of Bristol
Steele, Fiona
Graduate School of Education, University of Bristol
Using data from the British Household Panel Survey, we illustrate how longitudinal repeated measures of binary outcomes are analysed using population average and subject specific logistic regression models. We show how the autocorrelation found in longitudinal data is accounted for by both approaches, and why, in contrast to linear models for continuous outcomes, the parameters of population average and subject specific models for binary outcomes are different. To illustrate these points, we fit different models to our data set using both approaches, and compare and contrast the results obtained. Finally, we use our example to provide some guidance on how to choose between the two approaches.
Society for Longitudinal and Life Course Studies
2013-05-30 13:20:22
tutorial
application/octet-stream
application/pdf
http://www.llcsjournal.org/index.php/llcs/article/view/249
Longitudinal and Life Course Studies; Vol. 4 No. 2 (2013): Longitudinal and Life Course Studies
eng
Copyright (c) 2014 Longitudinal and Life Course Studies