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
Previous versions and publish date:
0.1.0 (2018-10-08 14:30)
Other packages that cited HCR R package
View HCR citation profile
Other R packages that HCR depends, imports, suggests or enhances
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tidyrgee  
'tidyverse' Methods for 'Earth Engine'
Provides 'tidyverse' methods for wrangling and analyzing 'Earth Engine' < ...
Download / Learn more Package Citations See dependency  
daarem  
Damped Anderson Acceleration with Epsilon Monotonicity for Accelerating EM-Like Monotone Algorithms
Implements the DAAREM method for accelerating the convergence of slow, monotone sequences from smoot ...
Download / Learn more Package Citations See dependency  
MCMC4Extremes  
Posterior Distribution of Extreme Value Models in R
Provides some function to perform posterior estimation for some distribution, with emphasis to extre ...
Download / Learn more Package Citations See dependency  
zenplots  
Zigzag Expanded Navigation Plots
Graphical tools for visualizing high-dimensional data along a path of alternating one- and two-dime ...
Download / Learn more Package Citations See dependency  
ordinalgmifs  
Ordinal Regression for High-Dimensional Data
Provides a function for fitting cumulative link, adjacent category, forward and backward continuatio ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable 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  

22,299

R Packages

189,944

Dependencies

55,238

Author Associations

22,300

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns