SurviMChd (version 0.1.2)

High Dimensional Survival Data Analysis with Markov Chain Monte Carlo

Description

High dimensional survival data analysis with Markov Chain Monte Carlo(MCMC). Currently supports frailty data analysis. Allows for Weibull and Exponential distribution. Includes function for interval censored data.

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Version

Install

install.packages('SurviMChd')

Monthly Downloads

159

Version

0.1.2

License

GPL-3

Maintainer

Atanu Bhattacharjee

Last Published

March 28th, 2024

Functions in SurviMChd (0.1.2)

headnneck

High dimensional genomic data on head and neck cancer

fraidm

Frailty with Discrete Mixture Model

fraidpm

Frailty with drichlet process mixture

frairand

Frailty with random effects in high dimensional data with MCMC

survweibMC

Weibull survival analysis with MCMC

survMCmulti

Survival analysis on multiple variables with MCMC

survexpMC

Exponential survival analysis with MCMC

survMC

Survival analysis using Cox Proportional Hazards with MCMC.

frailty

Frailty in high dimensional survival data.

hnscc

hnscc Head and neck cancer data

mcsurv

Metronomic cancer data