%0 Journal Article %T Finite sample properties of multiple imputation estimators %A Jae Kwang Kim %J Mathematics %D 2004 %I arXiv %R 10.1214/009053604000000175 %X Finite 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. %U http://arxiv.org/abs/math/0406453v1