Estimating subject-specific hazard functions

• Published in: Journal of the Royal Statistical Society Series C: Applied Statistics Vol. 72; no. 3; pp. 739 - 749
• Main Authors: Chatterjee, Moumita, Ganguli, Bhaswati, Sen Roy, Sugata
• Format: Journal Article
• Language: English
• Published: Oxford Oxford University Press 13.06.2023
• Subjects: Asymptotic methods; Asymptotic properties; Curve fitting; Estimation; Failure times

The central idea of this paper is to compare mean responses of several subjects in the presence of censoring and subject-specific variation. We develop a semiparametric mixed model for fitting subject-specific hazard curves to a set of censored failure times. A spline-based model and a mixed effects...