BayesMixSurv: Bayesian Mixture Survival Models using Additive Mixture-of-Weibull Hazards, with Lasso Shrinkage and Stratification
Version 0.9.1

Bayesian Mixture Survival Models using Additive Mixture-of-Weibull Hazards, with Lasso Shrinkage and Stratification. As a Bayesian dynamic survival model, it relaxes the proportional-hazard assumption. Lasso shrinkage controls overfitting, given the increase in the number of free parameters in the model due to presence of two Weibull components in the hazard function.

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AuthorAlireza S. Mahani, Mansour T.A. Sharabiani
Date of publication2016-09-08 10:24:27
MaintainerAlireza S. Mahani <alireza.s.mahani@gmail.com>
LicenseGPL (>= 2)
Version0.9.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BayesMixSurv")

Man pages

BayesMixSurv: Dynamic Bayesian survival model - with stratification and...
BayesMixSurv_CrossVal: Convenience functions for cross-validation-based selection of...
plot_BayesMixSurv: Plot diagnostics for a bayesmixsurv object
predict_BayesMixSurv: Predict method for bayesmixsurv model fits
summary_BayesMixSurv: Summarizing BayesMixSurv model fits

Functions

bayesmixsurv Man page Source code
bayesmixsurv.calc.pval Source code
bayesmixsurv.control Man page Source code
bayesmixsurv.convert.multivar.to.univar Source code
bayesmixsurv.crossval Man page Source code
bayesmixsurv.crossval.wrapper Man page Source code
bayesmixsurv.empty.plot Source code
bayesmixsurv.eval Source code
bayesmixsurv.generate.folds Man page Source code
bayesmixsurv.generate.folds.eventbalanced Man page Source code
bayesmixsurv.mcmc Source code
bayesmixsurv.multislice.from.unislice Source code
bayesmixsurv.scale Source code
bayesmixsurv.strip.formula Source code
bayesmixsurv.uni.slice Source code
condpost.alpha Source code
condpost.beta Source code
condpost.gamma Source code
condprob.alpha Source code
condprob.beta Source code
condprob.data Source code
condprob.gamma Source code
logLik.bayesmixsurv Source code
onAttach Source code
plot.bayesmixsurv Man page Source code
predict.bayesmixsurv Man page Source code
print.bayesmixsurv Man page Source code
print.summary.bayesmixsurv Man page Source code
summary.bayesmixsurv Man page Source code
summary.predict.bayesmixsurv Man page Source code

Files

NAMESPACE
R
R/utils.R
R/SliceSampler.R
R/Sample.R
R/zzz.R
R/BayesMixSurv.R
MD5
DESCRIPTION
ChangeLog
man
man/predict_BayesMixSurv.Rd
man/BayesMixSurv_CrossVal.Rd
man/plot_BayesMixSurv.Rd
man/BayesMixSurv.Rd
man/summary_BayesMixSurv.Rd
BayesMixSurv documentation built on May 19, 2017, 7:15 a.m.