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MRH (version 2.2)

Multi-Resolution Estimation of the Hazard Rate

Description

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.

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Version

Install

install.packages('MRH')

Monthly Downloads

5

Version

2.2

License

GPL-2

Maintainer

Yolanda Hagar

Last Published

February 26th, 2016

Functions in MRH (2.2)

MRH-package

Multi-resolution estimation of the hazard rate.
MRHdata

SIMULATED SURVIVAL DATA SET
summary.MRH

Summarizes the results of an MRH object
plot.MRH

Plots the hazard rate (with credible bands) of an MRH object.
FindBinWidth

A pre-processing function that calculates the length of time per bin for different values of M.
CalcFunction

CALCFUNCTION CALCULATES THE HAZARD RATE, CUMULATIVE HAZARD AND/OR SURVIVAL FUNCTION OF AN MRH OBJECT
DIC

DIC CALCULATES INFORMATION CRITERION GIVEN THE MCMC CHAINS FROM THE estimateMRH routine.
MRH

Converts an MRH MCMC chains text file into an MRH object
AnalyzeMultiple

ANALYZE MULTIPLE MCMC CHAINS
estimateMRH

Joint estimation of the hazard rate and covariate effects using multi-resolution hazard methodology
nph

INTERNAL FUNCTION NEEDED FOR NON-PROPORTIONAL HAZARDS MODELS.