Factor-augmented transformation models for interval-censored failure time data

• Published in: Biometrics Vol. 80; no. 3
• Main Authors: Li, Hongxi, Li, Shuwei, Sun, Liuquan, Song, Xinyuan
• Format: Journal Article
• Language: English
• Published: England Oxford University Press 01.07.2024
• Subjects: Algorithms; Alzheimer Disease; Computer Simulation; Data Interpretation, Statistical; Factor Analysis, Statistical; Humans; Likelihood Functions; Models, Statistical; Neuroimaging; Time Factors; factor analysis; nonparametric maximum likelihood estimation; expectation-maximization algorithm; interval censoring; joint model

Interval-censored failure time data frequently arise in various scientific studies where each subject experiences periodical examinations for the occurrence of the failure event of interest, and the failure time is only known to lie in a specific time interval. In addition, collected data may includ...