icenReg: Regression Models for Interval Censored Data in R

icenReg: Regression Models for Interval Censored Data in R

The non-parametric maximum likelihood estimator and semi-parametric regression models are fundamental estimators for interval censored data, along with standard fullyparametric regression models. The R package icenReg is introduced which contains fast, reliable algorithms for fitting these models. I...

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Bibliographic Details
Main Author: Clifford Anderson-Bergman
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-11-01
Series:Journal of Statistical Software
Subjects:
interval censoring
accelerated failure time
proportional hazards
proportional odds
survival analysis
semi-parametric regression
non-parametric
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2498

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