Other packages > Find by keyword >

Bestie  

Bayesian Estimation of Intervention Effects
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Bestie", "0.1.5")



Attach the package and use:
library("Bestie")
Maintained by
Jack Kuipers
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-30
Latest Update: 2022-04-28
Description:
An implementation of intervention effect estimation for DAGs (directed acyclic graphs) learned from binary or continuous data. First, parameters are estimated or sampled for the DAG and then interventions on each node (variable) are propagated through the network (do-calculus). Both exact computation (for continuous data or for binary data up to around 20 variables) and Monte Carlo schemes (for larger binary networks) are implemented.
How to cite:
Jack Kuipers (2020). Bestie: Bayesian Estimation of Intervention Effects. R package version 0.1.5, https://cran.r-project.org/web/packages/Bestie. Accessed 09 Oct. 2026.
Previous versions and publish date:
0.1.1 (2020-03-30 17:30), 0.1.2 (2021-02-26 12:00), 0.1.3 (2021-11-22 10:40), 0.1.4 (2022-02-02 15:10), (2026-07-09 07:58)
Other packages that cited Bestie R package
View Bestie citation profile
Other R packages that Bestie depends, imports, suggests or enhances
Complete documentation for Bestie
Functions, R codes and Examples using the Bestie R package
Some associated functions: DAGintervention . DAGinterventionMC . DAGparameters . 
Some associated R codes: RcppExports.R . interventionest.R . interventionestMC.R . posteriorparameters.R .  Full Bestie package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

githubinstall  
A Helpful Way to Install R Packages Hosted on GitHub
Provides an helpful way to install packages hosted on GitHub. ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
baffle  
Make Waffle Plots with Base Graphics
Waffle plots are rectangular pie charts that represent a quantity or abundances using colored squar ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
separationplot  
Separation Plots
Visual representations of model fit or predictive success in the form of "separation plots." See Gr ...
Download / Learn more Package Citations See dependency  
TRMF  
Temporally Regularized Matrix Factorization
Functions to estimate temporally regularized matrix factorizations (TRMF) for forecasting and imputi ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

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