icenReg

Regression Models for Interval Censored Data

Last update: 13 January 2024

Copyright license: GNU Library General Public License, version 2.0, GNU Lesser General Public License, version 2.1

Software version identifier: 2.0.15, 1.0, 1.1.1, 1.1, 1.2.0, 1.2.3, 1.2.4, 1.2.5, 1.2.7, 1.2.8, 1.3.1, 1.3.2, 1.3.3, 1.3.4, 1.3.5, 1.3.6, 2.0.0, 2.0.1, 2.0.2, 2.0.3, 2.0.4, 2.0.6, 2.0.7, 2.0.8, 2.0.9, 2.0.10, 2.0.11, 2.0.13, 2.0.14, 2.0.16

Source code repository: https://github.com/cran/icenReg

Description

Regression models for interval censored data. Currently supports Cox-PH, proportional odds, and accelerated failure time models. Allows for semi and fully parametric models (parametric only for accelerated failure time models) and Bayesian parametric models. Includes functions for easy visual diagnostics of model fits and imputation of censored data.

Related Items (17)

Bayesian Inferences for Panel Count Data and Interval-Censored Data with Nonparametric Modeling of the Baseline Functions ⋮ Efficient inferences for linear transformation models with doubly censored data ⋮ ICBayes: a package of Bayesian semiparametric regression for intervel-censored data ⋮ drugDemand ⋮ Cumulative/dynamic ROC curve estimation under interval censorship ⋮ Semiparametric least-squares regression with doubly-censored data ⋮ cenROC ⋮ CopulaCenR ⋮ sMSROC ⋮ Interval Censored Recursive Forests ⋮ LTRCtrees ⋮ ICcalib ⋮ Kernel machines for current status data ⋮ Inference based on partly interval censored data from a two-parameter Rayleigh distribution ⋮ qrcm ⋮ mable ⋮ ICcforest

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