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.
@article{1083178946,
author = {Kim, Jae Kwang},
title = {Finite sample properties of multiple imputation estimators},
journal = {Ann. Statist.},
volume = {32},
number = {1},
year = {2004},
pages = { 766-783},
language = {en},
url = {http://dml.mathdoc.fr/item/1083178946}
}
Kim, Jae Kwang. Finite sample properties of multiple imputation estimators. Ann. Statist., Tome 32 (2004) no. 1, pp. 766-783. http://gdmltest.u-ga.fr/item/1083178946/