A conditional tail index estimator is introduced which explicitly allows for right-tail censoring (top-coding). We show that the factor values used to adjust top-coded wages have changed over time and depend on individuals' characteristics, occupations industries, propose suitable values. Specifically, contrasting results of our approach with those a conservative fixed adjustment 1.5 (used in l...