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

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...

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