Extended semiparametric mixture cure models for interval censored data

• Main Author: Liu, Xiaoyu
• Other Authors: Xiang Liming
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Science::Mathematics::Statistics
• Online Access: https://hdl.handle.net/10356/137018
• Institution: Nanyang Technological University

Analysis of the survival data with a subgroup of cured subjects arising in a clinical trial is commonly performed using a mixture cure model. Existing studies of the two-component mixture cure model assume a logistic regression for the cure probability and a conventional survival model for failure t...