Accelerated Failure Time for High Dimensional Data with MCMC

Documentation for package ‘afthd’ version 1.1.0

aftbybmv	Bayesian multivariate analysis of parametric AFT model with minimum deviance (DIC) among weibull, log normal and log logistic distribution.
hdata	Head and neck cancer data
lgnbymv	Bayesian multivariate analysis of AFT model with log normal distribution.
lgnbyuni	Bayesian univariate analysis of AFT model with log normal distribution.
lgstbymv	Multivariate estimates of AFT model with log logistic distribution using MCMC.
lgstbyuni	Univariate estimates of AFT model with log logistic distribution using MCMC.
pvaft	Estimates of univariate covariates using Accelerated Failure time (AFT) model without MCMC.
rglaft	Estimates of selected univariate covariates(using regularization) in AFT model without MCMC.
rglwbysm	Bayesian multivariate analysis of AFT model for selected covariates using regularization method.
rglwbysu	Bayesian univariate analysis of AFT model for selected covariates using regularization method.
wbyAgmv	Multivariate estimates of AFT model with weibull distribution using MCMC that supports augmented data.
wbyscrkm	Bayesian multivariate estimates for competing risk gene expression data using AFT model.
wbyscrku	Bayesian univariate estimates for competing risk gene expression data using AFT model.
wbysmv	Posterior multivariate estimates of AFT model with weibull distribution using MCMC.
wbysuni	Posterior univariate estimates of AFT model with weibull distribution using MCMC.