Misspecification and flexible random effect distributions in logistic mixed effects models applied to panel survey data

Logistic mixed models for binary longitudinal panel data typically assume normal distributed random effects, and appropriately account for correlated data, unobserved heterogeneity and missing data due to attrition. However, this normality assumption may be too restrictive to capture unobserved hete...

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Bibliographic details
Main Author: Marquart-Wilson, Louise
Format: Dissertation
Language: English
Place of publication: 2016
Data of publication: 2016
Subjects:
Online Access: available in Bonn?
Database: Trove Australian Thesis (Full Text - Open Access)
Trove Australian Thesis (Full Text - Open Access & Abstracts)
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