Browsing WORKING PAPERS by Subject "Multiple imputation"

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Sequential regression multiple imputation for incomplete multivariate data using Markov Chain Monte Carlo

Lacerda, M.; Ardington, Cally; Leibbrandt, Murray (Southern Africa Labour and Development Research Unit, 2007-12)

This paper discusses the theoretical background to handling missing data in a multivariate context. Earlier methods for dealing with item non-response are reviewed, followed by an examination of some of the more modern ...
Univariate Multiple Imputation for Coarse Employee Income Data

Daniels, Reza Che (Southern Africa Labour and Development Research Unit, 2012)

This paper is concerned with conducting univariate multiple imputation for employee income data that is comprised of continuously distributed observations, observations that are bounded by consecutive income brackets, and ...

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