Other packages > Find by keyword >

BiCausality  

Binary Causality Inference Framework
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BiCausality", "0.1.4")



Attach the package and use:
library("BiCausality")
Maintained by
Chainarong Amornbunchornvej
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-05-26
Latest Update: 2023-11-28
Description:
A framework to infer causality on binary data using techniques in frequent pattern mining and estimation statistics. Given a set of individual vectors S={x} where x(i) is a realization value of binary variable i, the framework infers empirical causal relations of binary variables i,j from S in a form of causal graph G=(V,E) where V is a set of nodes representing binary variables and there is an edge from i to j in E if the variable i causes j. The framework determines dependency among variables as well as analyzing confounding factors before deciding whether i causes j. The publication of this package is at Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, and Suttipong Thajchayapong (2023) .
How to cite:
Chainarong Amornbunchornvej (2022). BiCausality: Binary Causality Inference Framework. R package version 0.1.4, https://cran.r-project.org/web/packages/BiCausality. Accessed 28 Oct. 2026.
Previous versions and publish date:
0.1.1 (2022-05-26 15:30), 0.1.2 (2022-08-19 16:40), 0.1.3 (2023-05-22 13:50), (2026-07-09 07:58)
Other packages that cited BiCausality R package
View BiCausality citation profile
Other R packages that BiCausality depends, imports, suggests or enhances
Complete documentation for BiCausality
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  
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  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
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  
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  

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