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", "1.1.3")



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 1.1.3, https://cran.r-project.org/web/packages/BCDAG. Accessed 05 Aug. 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

noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
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  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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