Semiparametric sieve maximum likelihood estimation for accelerated hazards model with interval-censored data

• Main Authors: Szabo, Zsolt, Liu, Xiaoyu, Xiang, Liming
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2022
• Subjects: Science::Mathematics; Asymptotics; Splines
• Online Access: https://hdl.handle.net/10356/159515
• Institution: Nanyang Technological University

Interval censored data arise from many clinical studies when the failure event cannot be directly observed. Methods developed in the literature for semiparametric regression analysis of such data are mainly based on common survival models, such as the proportional hazards, proportional odds and acce...