Other packages > Find by keyword >

BayesSurvival  

Bayesian Survival Analysis for Right Censored Data
View on CRAN: Click here


Download and install BayesSurvival package within the R console
Install from CRAN:
install.packages("BayesSurvival")

Install from Github:
library("remotes")
install_github("cran/BayesSurvival")

Install by package version:
library("remotes")
install_version("BayesSurvival", "0.2.0")



Attach the package and use:
library("BayesSurvival")
Maintained by
Stephanie van der Pas
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-05-08
Latest Update: 2021-03-12
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" . 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.
How to cite:
Stephanie van der Pas (2020). BayesSurvival: Bayesian Survival Analysis for Right Censored Data. R package version 0.2.0, https://cran.r-project.org/web/packages/BayesSurvival
Previous versions and publish date:
0.1.0 (2020-05-08 20:50)
Other packages that cited BayesSurvival R package
View BayesSurvival citation profile
Other R packages that BayesSurvival depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns