Semiparametric Transformation Models with a Change Point for Interval-Censored Failure Time Data

Semiparametric Transformation Models with a Change Point for Interval-Censored Failure Time Data

Change point models are widely used in medical and epidemiological studies to capture the threshold effects of continuous covariates on health outcomes. These threshold effects represent critical points at which the relationship between biomarkers or risk factors and disease risk shifts, often refle...

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Bibliographic Details
Main Authors: Junyao Ren, Shishun Zhao, Dianliang Deng, Tianshu You, Hui Huang
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Mathematics
Subjects:
change point
interval censoring
EM algorithm
threshold effect
Online Access:https://www.mdpi.com/2227-7390/13/15/2489
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