MRH: Multi-Resolution Estimation of the Hazard Rate

Used on survival data to jointly estimate the hazard rate and the effects of covariates on failure times. Can accommodate covariates under the proportional and non-proportional hazards setting, and is ideal for analysis of survival data with long-term follow-up.

Author
Yolanda Hagar, Yuanting Chen, Vanja Dukic
Date of publication
2016-02-26 17:29:11
Maintainer
Yolanda Hagar <yolanda.hagar@colorado.edu>
License
GPL-2
Version
2.2

View on CRAN

Man pages

AnalyzeMultiple
ANALYZE MULTIPLE MCMC CHAINS
CalcFunction
CALCFUNCTION CALCULATES THE HAZARD RATE, CUMULATIVE HAZARD...
DIC
DIC CALCULATES INFORMATION CRITERION GIVEN THE MCMC CHAINS...
estimateMRH
Joint estimation of the hazard rate and covariate effects...
FindBinWidth
A pre-processing function that calculates the length of time...
MRH
Converts an MRH MCMC chains text file into an MRH object
MRHdata
SIMULATED SURVIVAL DATA SET
MRH-package
Multi-resolution estimation of the hazard rate.
nph
INTERNAL FUNCTION NEEDED FOR NON-PROPORTIONAL HAZARDS MODELS.
plot.MRH
Plots the hazard rate (with credible bands) of an MRH object.
summary.MRH
Summarizes the results of an MRH object

Files in this package

MRH
MRH/inst
MRH/inst/doc
MRH/inst/doc/MRH.pdf
MRH/inst/doc/MRH.pdf.asis
MRH/src
MRH/src/arms-R.c
MRH/NAMESPACE
MRH/data
MRH/data/MRHdata.rda
MRH/R
MRH/R/PH_samplegamma.r
MRH/R/PH_samplesimple.r
MRH/R/NPHBA_samplekandgamma.r
MRH/R/PH_shell.r
MRH/R/PH_samplek.r
MRH/R/FunctionsNotforUser_Convergence.r
MRH/R/NPHBA_shell.r
MRH/R/FunctionsNotforUser_HandF.r
MRH/R/S3functions_BA.r
MRH/R/FunctionsNotforUser_Posteriors.r
MRH/R/FunctionsforUser.r
MRH/R/estimateMRH.r
MRH/R/NPHBA_samplesimple.r
MRH/R/PH_samplekandgamma.r
MRH/R/NPHBA_samplegamma.r
MRH/R/FunctionsforUser_Prune.r
MRH/R/S3functions_PH.r
MRH/R/FunctionsNotforUser_Assorted.r
MRH/R/S3functions.r
MRH/R/NPHBA_samplek.r
MRH/R/FunctionsNotforUser_CheckChains.r
MRH/vignettes
MRH/vignettes/MRH.pdf.asis
MRH/MD5
MRH/build
MRH/build/vignette.rds
MRH/DESCRIPTION
MRH/man
MRH/man/MRH-package.Rd
MRH/man/FindBinWidth.Rd
MRH/man/plot.MRH.Rd
MRH/man/DIC.Rd
MRH/man/CalcFunction.Rd
MRH/man/estimateMRH.Rd
MRH/man/MRHdata.Rd
MRH/man/AnalyzeMultiple.Rd
MRH/man/nph.Rd
MRH/man/summary.MRH.Rd
MRH/man/MRH.Rd