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A shared parameter mixture model for longitudinal income data with missing responses and zero rounding

Hui, Francis; Bondell, Howard D.


The analysis of longitudinal income data is often made challenging for several reasons. For example, in a national Australian survey on income over time, a non-negligible proportion of responses are missing, and it is believed the missingness mechanism is non-ignorable. Also, there are a large number of reported zero incomes, some of which may be true zeros (corresponding to individuals who legitimately do not earn an income), while some may be false zeros (corresponding to individuals choosing...[Show more]

CollectionsANU Research Publications
Date published: 2021
Type: Journal article
Source: Australian and New Zealand Journal of Statistics
DOI: 10.1111/anzs.12323
Access Rights: Open Access


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