Inverse Probability Weighted Least Squares Regression in the Analysis of Time-Censored Cost Data: An Evaluation of the Approach Using SEER-Medicare

IPW is a consistent estimator of population mean costs if the weight is correctly specified. If the censoring distribution depends on some covariates, a model that accommodates this dependency must be correctly specified in IPW to obtain accurate estimates.