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 publication2017-03-18 17:52:18 UTC
MaintainerClifford Anderson-Bergman <pistacliffcho@gmail.com>
LicenseLGPL (>= 2.0, < 3)
Version2.0.0

View on CRAN

Functions

bayesControls Man page
cs2ic Man page
diag_baseline Man page
diag_covar Man page
getFitEsts Man page
getSCurves Man page
ic_bayes Man page
ic_np Man page
ic_par Man page
ic_sample Man page
ic_sp Man page
imputeCens Man page
IR_diabetes Man page
makeCtrls_icsp Man page
miceData Man page
predict.icenReg_fit Man page
simCS_weib Man page
simDC_weib Man page
simIC_weib Man page

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/registeringRoutines.c
icenReg/src/icenReg.cpp
icenReg/src/icenReg_files
icenReg/src/icenReg_files/ic_bayes.h
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_bayes.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/src/RcppExports.cpp
icenReg/NAMESPACE
icenReg/NEWS
icenReg/data
icenReg/data/IR_diabetes.RData
icenReg/data/miceData.RData
icenReg/R
icenReg/R/internal_utilities.R icenReg/R/plottingFunctions.R icenReg/R/simulationFunctions.R icenReg/R/ic_np.R icenReg/R/user_utilities.R icenReg/R/ic_sp.R icenReg/R/referenceClasses.R icenReg/R/optCliq.R icenReg/R/ic_par.R icenReg/R/RcppExports.R icenReg/R/ic_bayes.R icenReg/R/dataRoxygen.R icenReg/R/icenReg_CV.R
icenReg/vignettes
icenReg/vignettes/icenReg.Rnw
icenReg/vignettes/inProgress
icenReg/vignettes/inProgress/StatisticalBackground.tex
icenReg/vignettes/inProgress/StatisticalBackground.toc
icenReg/vignettes/inProgress/StatisticalBackground.pdf
icenReg/vignettes/inProgress/StatisticalBackground.log
icenReg/vignettes/inProgress/StatisticalBackground.Rnw
icenReg/vignettes/inProgress/StatisticalBackground-concordance.tex
icenReg/vignettes/inProgress/StatisticalBackground.synctex.gz
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/cs2ic.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/bayesControls.Rd icenReg/man/imputeCens.Rd icenReg/man/ic_bayes.Rd icenReg/man/ic_sample.Rd icenReg/man/diag_baseline.Rd icenReg/man/getFitEsts.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.