Semiparametric probit regression model with misclassified current status data

• Published in: Statistics in medicine Vol. 42; no. 24; pp. 4440 - 4457
• Main Authors: Fang, Lijun, Li, Shuwei, Sun, Liuquan, Song, Xinyuan
• Format: Journal Article
• Language: English
• Published: England Wiley Subscription Services, Inc 30.10.2023
• Subjects: interval-censored data; current status data; EM algorithm; maximum likelihood estimation; misclassification

Current status data arise when each subject under study is examined only once at an observation time, and one only knows the failure status of the event of interest at the observation time rather than the exact failure time. Moreover, the obtained failure status is frequently subject to misclassific...