statistical software: one based on regression mean imputation and one based on doubly robust imputation. We give a theoretical …

This paper examines alternative forms of match bias arising from earnings imputation. Wage equation parameters are … imputation match criteria (e.g., union status) are severely biased. Related forms of match bias arise with respect to attributes …

generalization is drawn from research on a diverse set of topics: the Mincerian wage equation and earnings imputation, union wage …

in the earnings imputation hot deck. If nonresponse is ignorable, unbiased estimates can be achieved by omitting imputed …

estimation of population mean with and without the use of imputation. The performance properties of the estimators based on the … methods of mean imputation, regression imputation and no imputation are analyzed and the superiority of one method over the …

in the earnings imputation hot deck. If nonresponse is ignorable, unbiased estimates can be achieved by omitting imputed …

performance of a recently developed cross-survey imputation method to estimate poverty for a sample of refugees in Colombia … inconsistencies. Estimation results with our preferred variable standardization method are robust to different imputation methods … for robustness checks, but these techniques generally perform worse than the imputation methods that we use. We also find …

computation of weights and the imputation procedures. Important characteristics also present in this wave are the oversampling of …