| Name : R-BayesSurvival
| |
| Version : 0.2.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.8.5
| Date : 2024-06-14 11:50:10
|
| Group : Development/Libraries/Other
| Source RPM : R-BayesSurvival-0.2.0-lp153.8.5.src.rpm
|
| Size : 0.44 MB
| |
| Packager : (none)
| |
| Summary : Bayesian Survival Analysis for Right Censored Data
|
Description :
Performs unadjusted Bayesian survival analysis for right censored
time-to-event data. The main function, BayesSurv(), computes the
posterior mean and a credible band for the survival function and for
the cumulative hazard, as well as the posterior mean for the hazard,
starting from a piecewise exponential (histogram) prior with Gamma
distributed heights that are either independent, or have a Markovian
dependence structure. A function, PlotBayesSurv(), is provided to
easily create plots of the posterior means of the hazard, cumulative
hazard and survival function, with a credible band accompanying the
latter two. The priors and samplers are described in more detail in
Castillo and Van der Pas (2020) \"Multiscale Bayesian survival analysis\"
< arXiv:2005.02889>. In that paper it is also shown that the credible
bands for the survival function and the cumulative hazard can be
considered confidence bands (under mild conditions) and thus offer
reliable uncertainty quantification.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
