Accelerated Failure Time for High Dimensional Data with MCMC
Bayesian multivariate analysis of parametric AFT model with minimum de...
Bayesian multivariate analysis of AFT model with log normal distributi...
Bayesian univariate analysis of AFT model with log normal distribution...
Multivariate estimates of AFT model with log logistic distribution usi...
Univariate estimates of AFT model with log logistic distribution using...
Estimates of univariate covariates using Accelerated Failure time (AFT...
Estimates of selected univariate covariates(using regularization) in A...
Bayesian multivariate analysis of AFT model for selected covariates us...
Bayesian univariate analysis of AFT model for selected covariates usin...
Multivariate estimates of AFT model with weibull distribution using MC...
Bayesian multivariate estimates for competing risk gene expression dat...
Bayesian univariate estimates for competing risk gene expression data ...
Posterior multivariate estimates of AFT model with weibull distributio...
Posterior univariate estimates of AFT model with weibull distribution ...
Functions for Posterior estimates of Accelerated Failure Time(AFT) model with MCMC and Maximum likelihood estimates of AFT model without MCMC for univariate and multivariate analysis in high dimensional gene expression data are available in this 'afthd' package. AFT model with Bayesian framework for multivariate in high dimensional data has been proposed by Prabhash et al.(2016) <doi:10.21307/stattrans-2016-046>.