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Guided Censored Regression

Guided Censored Regression

Abstract Parametrically guided nonā€parametric regression is an appealing method that can reduce the bias of a nonā€parametric regression function estimator without increasing the variance. In this paper, we adapt this method to the censored data case using an unbiased transformation of the data and a local linear fit. The asymptotic ā€¦