Threshold Models with Correlated Random Components
Threshold Models with Correlated Random Components
Threshold models for ordinal longitudinal/repeated measurements data need to account for the correlation between observations within each subject. Two variance-covariance structures are introduced for two types of threshold models. Estimation of the parameters in the linear predictor and components of variance are derived in the general form. A small simulation study is carried out to support the estimation and inference methods. These methods are then applied to two practical examples.
University of Southampton
Saei, Ayoub
d9202095-5650-4b3d-9b13-a8d16e10b338
2004
Saei, Ayoub
d9202095-5650-4b3d-9b13-a8d16e10b338
Saei, Ayoub
(2004)
Threshold Models with Correlated Random Components
(S3RI Methodology Working Papers, M04/07)
Southampton, UK.
University of Southampton
17pp.
Record type:
Monograph
(Project Report)
Abstract
Threshold models for ordinal longitudinal/repeated measurements data need to account for the correlation between observations within each subject. Two variance-covariance structures are introduced for two types of threshold models. Estimation of the parameters in the linear predictor and components of variance are derived in the general form. A small simulation study is carried out to support the estimation and inference methods. These methods are then applied to two practical examples.
More information
Published date: 2004
Identifiers
Local EPrints ID: 8180
URI: http://eprints.soton.ac.uk/id/eprint/8180
PURE UUID: 3f8ce635-d326-4315-8b1f-b9e526127cc9
Catalogue record
Date deposited: 11 Jul 2004
Last modified: 02 Mar 2026 18:25
Export record
Contributors
Author:
Ayoub Saei
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics