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Investigating non-ignorable dropout in panel studies of residential mobility

Washbrook, E and Clarke, PS and Steele, F (2014) 'Investigating non-ignorable dropout in panel studies of residential mobility.' Journal of the Royal Statistical Society. Series C: Applied Statistics, 63 (2). 239 - 266. ISSN 0035-9254

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Abstract

We consider the effect of non-ignorable dropout in the analysis of residential mobility in household panel surveys. To investigate the effect of such dropout, we consider two types of selection model: the first allows dropout to depend directly on the individual's potentially missing moving status, and the second is a Heckman-type selection model with correlated errors. We discuss the identification and estimation of these models and use simulations to study the role of exclusion restrictions in minimizing the dependence of inferences on unverifiable parametric assumptions. The models are both applied to data from the British Household Panel Survey. © 2013 Royal Statistical Society.

Item Type: Article
Subjects: H Social Sciences > H Social Sciences (General)
H Social Sciences > HA Statistics
Divisions: Faculty of Social Sciences > Institute for Social and Economic Research
Depositing User: Jim Jamieson
Date Deposited: 26 Sep 2013 09:48
Last Modified: 04 Feb 2019 11:16
URI: http://repository.essex.ac.uk/id/eprint/7965

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