Other packages > Find by keyword >

HCR  

Causal Discovery from Discrete Data using Hidden Compact Representation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HCR", "0.1.1")



Attach the package and use:
library("HCR")
Maintained by
Jie Qiao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-08
Latest Update: 2018-10-26
Description:
This code provides a method to fit the hidden compact representation model as well as to identify the causal direction on discrete data. We implement an effective solution to recover the above hidden compact representation under the likelihood framework. Please see the Causal Discovery from Discrete Data using Hidden Compact Representation from NIPS 2018 by Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang and Zhifeng Hao (2018) for a description of some of our methods.
How to cite:
Jie Qiao (2018). HCR: Causal Discovery from Discrete Data using Hidden Compact Representation. R package version 0.1.1, https://cran.r-project.org/web/packages/HCR. Accessed 18 Sep. 2026.
Previous versions and publish date:
0.1.0 (2018-10-08 14:30), (2026-07-09 08:06)
Other packages that cited HCR R package
View HCR citation profile
Other R packages that HCR depends, imports, suggests or enhances
Complete documentation for HCR
Functions, R codes and Examples using the HCR R package
Some associated functions: HCR.fast . HCR . simuXY . 
Some associated R codes: HCR.R . fit_model.R . utility_functions.R .  Full HCR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
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  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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