SEMIPARAMETRIC LINEAR REGRESSION WITH AN INTERVAL-CENSORED COVARIATE IN THE ATHEROSCLEROSIS RISK IN COMMUNITIES STUDY

• Published in: The annals of applied statistics Vol. 18; no. 3; p. 2295
• Main Authors: Sizelove, Richard, Zeng, Donglin, Lin, Dan-Yu
• Format: Journal Article
• Language: English
• Published: United States 01.09.2024
• Subjects: intermediate event; nonparametric likelihood; Duration of exposure; semiparametric efficiency; proportional hazards; rectified linear unit
• ISSN: 1932-6157
• DOI: 10.1214/24-aoas1881

In longitudinal studies, investigators are often interested in understanding how the time since the occurrence of an intermediate event affects a future outcome. The intermediate event is often asymptomatic such that its occurrence is only known to lie in a time interval induced by periodic examinat...