Finite sample properties of multiple imputation estimators
统计理论
2007-06-13 v1 统计理论
摘要
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.
引用
@article{arxiv.math/0406453,
title = {Finite sample properties of multiple imputation estimators},
author = {Jae Kwang Kim},
journal= {arXiv preprint arXiv:math/0406453},
year = {2007}
}