Abstract:

Least squares estimate for the unknown regression coefficients are constructed with the help of validation data. Then imputation estimators is used to estimate the mean of the response. It is shown that the proposed estimators are asymptoyically normal.

Key words: missing atrandom; linear errors-in-variables model; weighted imputation estimators; asymptotically normal