icenReg: Regression Models for Interval Censored Data

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

AuthorClifford Anderson-Bergman; uses Marloes Maathuis's HeightMap algorithm (MLEcens::reduc)
Date of publication2016-09-03 23:38:16
MaintainerClifford Anderson-Bergman <pistacliffcho@gmail.com>
LicenseLGPL (>= 2.0, < 3)
Version1.3.6

View on CRAN

Files

icenReg
icenReg/inst
icenReg/inst/doc
icenReg/inst/doc/icenReg.Rnw
icenReg/inst/doc/icenReg.R
icenReg/inst/doc/icenReg.pdf
icenReg/src
icenReg/src/icenReg.cpp
icenReg/src/icenReg_files
icenReg/src/icenReg_files/bivariateNPMLE.h
icenReg/src/icenReg_files/myPAVAalgorithm.cpp
icenReg/src/icenReg_files/EMICM.cpp
icenReg/src/icenReg_files/regressionTransforms.cpp
icenReg/src/icenReg_files/bivariateNPMLE.cpp
icenReg/src/icenReg_files/ic_par_aft.cpp
icenReg/src/icenReg_files/ic_par.cpp
icenReg/src/icenReg_files/ic_par.h
icenReg/src/icenReg_files/ic_sp_ch.cpp
icenReg/src/icenReg_files/ic_sp_ch.h
icenReg/src/icenReg_files/ic_sp_gradDescent.cpp
icenReg/src/icenReg_files/ic_par_aft.h
icenReg/src/icenReg_files/experimentalCode.cpp
icenReg/src/icenReg_files/basicUtilities.cpp
icenReg/src/icenReg_files/EMICM.h
icenReg/src/icenReg_files/regressionTransforms.h
icenReg/NAMESPACE
icenReg/NEWS
icenReg/data
icenReg/data/IR_diabetes.RData
icenReg/data/miceData.RData
icenReg/R
icenReg/R/Utilities.R icenReg/R/simulationFunctions.R icenReg/R/referenceClasses.R icenReg/R/optCliq.R icenReg/R/user_functions.R icenReg/R/dataRoxygen.R icenReg/R/icenReg_CV.R
icenReg/vignettes
icenReg/vignettes/icenReg.Rnw
icenReg/vignettes/icenReg-015.pdf
icenReg/vignettes/icenReg-005.pdf
icenReg/MD5
icenReg/build
icenReg/build/vignette.rds
icenReg/DESCRIPTION
icenReg/man
icenReg/man/IR_diabetes.Rd icenReg/man/diag_covar.Rd icenReg/man/ic_sp.Rd icenReg/man/ic_par.Rd icenReg/man/predict.icenReg_fit.Rd icenReg/man/ic_np.Rd icenReg/man/miceData.Rd icenReg/man/getSCurves.Rd icenReg/man/simDC_weib.Rd icenReg/man/simCS_weib.Rd icenReg/man/makeCtrls_icsp.Rd icenReg/man/simIC_weib.Rd icenReg/man/imputeCens.Rd icenReg/man/diag_baseline.Rd icenReg/man/getFitEsts.Rd

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