Other packages > Find by keyword >

BayesPiecewiseICAR  

Hierarchical Bayesian Model for a Hazard Function
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BayesPiecewiseICAR", "0.2.1")



Attach the package and use:
library("BayesPiecewiseICAR")
Maintained by
Andrew Chapple
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-07-27
Latest Update:
Description:
Fits a piecewise exponential hazard to survival data using a Hierarchical Bayesian model with an Intrinsic Conditional Autoregressive formulation for the spatial dependency in the hazard rates for each piece. This function uses Metropolis- Hastings-Green MCMC to allow the number of split points to vary. This function outputs graphics that display the histogram of the number of split points and the trace plots of the hierarchical parameters. The function outputs a list that contains the posterior samples for the number of split points, the location of the split points, and the log hazard rates corresponding to these splits. Additionally, this outputs the posterior samples of the two hierarchical parameters, Mu and Sigma^2.
How to cite:
Andrew Chapple (2016). BayesPiecewiseICAR: Hierarchical Bayesian Model for a Hazard Function. R package version 0.2.1, https://cran.r-project.org/web/packages/BayesPiecewiseICAR. Accessed 22 Sep. 2026.
Previous versions and publish date:
0.1.0 (2016-07-27 19:00), 0.1.1 (2016-07-29 18:31), 0.2.0 (2016-08-20 10:31), 0.2.1 (2017-01-04 10:56), (2026-07-09 07:58)
Other packages that cited BayesPiecewiseICAR R package
View BayesPiecewiseICAR citation profile
Other R packages that BayesPiecewiseICAR depends, imports, suggests or enhances
Functions, R codes and Examples using the BayesPiecewiseICAR R package
Some associated functions: ICARBHSampler . 
Some associated R codes: ICARBHSampler.R .  Full BayesPiecewiseICAR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

jointseg  
Joint Segmentation of Multivariate (Copy Number) Signals
Methods for fast segmentation of multivariate signals into piecewise constant profiles and for gene ...
Download / Learn more Package Citations See dependency  
Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
heatmaply  
Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'
Create interactive cluster 'heatmaps' that can be saved as a stand- alone HTML file, embedded in 'R ...
Download / Learn more Package Citations See dependency  
cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
spider  
Species Identity and Evolution in R
Analysis of species limits and DNA barcoding data. Included are functions for generating important s ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA