Finite sample properties of multiple imputation estimators

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dc.creatorKim, Jae Kwang
dc.date2004-06-23
dc.date.accessioned2026-07-07T08:06:20Z
dc.date.available2026-07-07T08:06:20Z
dc.descriptionFinite sample properties of multiple imputation estimators under the linear regression model are studied. The exact bias of the multiple imputation variance estimator is presented. A method of reducing the bias is presented and simulation is used to make comparisons. We also show that the suggested method can be used for a general class of linear estimators.
dc.identifierhttps://arxiv.org/abs/math/0406453
dc.identifierhttp://arxiv.org/abs/math/0406453
dc.identifierAnnals of Statistics 2004, Vol. 32, No. 2, 766-783
dc.identifierdoi:10.1214/009053604000000175
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/130569
dc.subjectStatistics Theory
dc.subject62D05 (Primary) 62J99 (Secondary)
dc.titleFinite sample properties of multiple imputation estimators
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