Threshold Models with Correlated Random Components

Saei, Ayoub (2004) Threshold Models with Correlated Random Components , Southampton, UK Southampton Statistical Sciences Research Institute 17pp. (S3RI Methodology Working Papers, M04/07).


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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.

Item Type: Monograph (Project Report)
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Subjects: H Social Sciences > HA Statistics
ePrint ID: 8180
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Date Deposited: 11 Jul 2004
Last Modified: 17 Apr 2017 00:06
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