Estimation of Parameters of Linear Regression Model under Contaminated and Interval Censored Response Variable

The estimation of regression parameters and the contamination coefficient of a linear model are studied when its response variables are contaminated and interval censored. Under some suitable conditions it is proved that the estimators which are established in this paper are strongly consistent. Some simulation results indicate that our method performs very well even though the data both contaminated and interval censored.