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Penalized likelihood estimation of the proportional hazards model for survival data with interval censoring.
Jun Ma
,
Dominique-Laurent Couturier
,
Stephane Heritier
,
Ian C Marschner
Oct 25, 2021
This paper considers the problem of semi-parametric proportional hazards model fitting where observed survival times contain event times and also interval, left and right censoring times. Although this is not a new topic, many...
asymptotic properties
automated smoothing
constrained optimization
Interval censoring
semi-parametric proportional hazard model
Proportional Hazards Models
Likelihood Functions
Computer Simulation
Algorithms
Research Design
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