On the regression method of estimation of population mean from incomplete survey data through imputation

When some observations in the sample data are missing, the
application of the regression method is considered for the
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
other is examined.