Other packages > Find by keyword >

roboBayes  

Robust Online Bayesian Monitoring
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("roboBayes", "1.3")



Attach the package and use:
library("roboBayes")
Maintained by
Shannon T. Holloway
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-16
Latest Update: 2025-05-04
Description:
An implementation of Bayesian online changepoint detection (Adams and MacKay (2007) ) with an option for probability based outlier detection and removal (Wendelberger et. al. (2021) ). Building on the independent multivariate constant mean model implemented in the 'R' package 'ocp', this package models multivariate data as multivariate normal about a linear trend, defined by user input covariates, with an unstructured error covariance. Changepoints are identified based on a probability threshold for windows of points.
How to cite:
Shannon T. Holloway (2022). roboBayes: Robust Online Bayesian Monitoring. R package version 1.3, https://cran.r-project.org/web/packages/roboBayes. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.1 (2022-08-16 12:00), 1.2 (2023-12-13 23:00)
Other packages that cited roboBayes R package
View roboBayes citation profile
Other R packages that roboBayes depends, imports, suggests or enhances
Complete documentation for roboBayes
Functions, R codes and Examples using the roboBayes R package
Some associated functions: roboBayes . 
Some associated R codes: RcppExports.R . checkTypes.R . initRoboBayes.R . regressionInit.R . roboBayes.R . verifyAnalysisSettings.R .  Full roboBayes package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
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  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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