Other packages > Find by keyword >

BCDAG  

Bayesian Structure and Causal Learning of Gaussian Directed Graphs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BCDAG", "1.1.4")



Attach the package and use:
library("BCDAG")
Maintained by
Alessandro Mascaro
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-15
Latest Update: 2025-02-28
Description:
A collection of functions for structure learning of causal networks and estimation of joint causal effects from observational Gaussian data. Main algorithm consists of a Markov chain Monte Carlo scheme for posterior inference of causal structures, parameters and causal effects between variables. References: F. Castelletti and A. Mascaro (2021) , F. Castelletti and A. Mascaro (2022) .
How to cite:
Alessandro Mascaro (2022). BCDAG: Bayesian Structure and Causal Learning of Gaussian Directed Graphs. R package version 1.1.4, https://cran.r-project.org/web/packages/BCDAG. Accessed 28 Oct. 2026.
Previous versions and publish date:
1.0.0 (2022-03-15 20:00), 1.1.0 (2024-02-10 01:00), 1.1.1 (2024-06-14 15:10), 1.1.2 (2025-01-30 17:30), 1.1.3 (2025-02-28 12:00), (2026-07-09 07:57)
Other packages that cited BCDAG R package
View BCDAG citation profile
Other R packages that BCDAG depends, imports, suggests or enhances
Complete documentation for BCDAG
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
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  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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