Regression with Interval-Censored Data

Summary: Interval-censored data result when survival times are not known exactly, but are only known to have occurred between intermittent examination times. Here the accelerated failure time model is treated for interval- censored data. A class of score statistics that may be used for estimation and confidence procedures is proposed. An adaptive procedure based on estimating the optimal member of the class of score statistics is explored.

Related Organizations

New York University
United States
Autonomous University of Coahuila
Mexico
Harvard University
United States

Keywords

Reliability and life testing, adaptive estimation, interval-censored data, confidence procedures, Applications of statistics to biology and medical sciences; meta analysis, survival analysis, nonparametric maximum likelihood, current status data, accelerated failure time model, semi-parametric efficiency, score statistics, Nonparametric estimation

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