Other packages > Find by keyword >

kpcalg  

Kernel PC Algorithm for Causal Structure Detection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("kpcalg", "1.0.1")



Attach the package and use:
library("kpcalg")
Maintained by
Petras Verbyla
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-01-22
Latest Update:
Description:
Kernel PC (kPC) algorithm for causal structure learning and causal inference using graphical models. kPC is a version of PC algorithm that uses kernel based independence criteria in order to be able to deal with non-linear relationships and non-Gaussian noise.
How to cite:
Petras Verbyla (2017). kpcalg: Kernel PC Algorithm for Causal Structure Detection. R package version 1.0.1, https://cran.r-project.org/web/packages/kpcalg. Accessed 04 Jul. 2026.
Previous versions and publish date:
1.0.1 (2017-01-22 12:38)
Other packages that cited kpcalg R package
View kpcalg citation profile
Other R packages that kpcalg depends, imports, suggests or enhances
Complete documentation for kpcalg
Functions, R codes and Examples using the kpcalg R package
Some associated functions: dcov.gamma . frml.additive.smooth . frml.full.smooth . hsic.clust . hsic.gamma . hsic.perm . hsic.test . kernelCItest . kpc . regrVonPS . regrXonS . udag2wanpdag . 
Some associated R codes: dcovgamma.R . frmladditivesmooth.R . frmlfullsmooth.R . hsicclust.R . hsicgamma.R . hsicperm.R . hsictest.R . kernelCItest.R . kpc.R . regrXonS.R . regrvonps.R . udag2wanpdag.R .  Full kpcalg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
Download / Learn more Package Citations See dependency  
missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
Download / Learn more Package Citations See dependency  
PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
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  
SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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