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: 2017-01-22
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 21 Nov. 2024.
Previous versions and publish date:
No previous versions
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
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  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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