Nonparametric estimation of hazard function from left truncated and right censored data

Abstract

Penalized likelihood estimates are obtained for the hazard function from left truncated and right censored data. The estimate turns out to be a generalized spline function and is piecewise continuous with discontinuity for its derivative only at the failure time points. A visual comparison is also made with the modified product-limit estimator of the survival function.