CRAN/E | SELF

SELF

A Structural Equation Embedded Likelihood Framework for Causal Discovery

Installation

About

Provides the SELF criteria to learn causal structure. Please cite "Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao. SELF: Structural Equational Embedded Likelihood Framework for Causal Discovery. AAAI. 2018."

Citation SELF citation info

Key Metrics

Version 0.1.1
Published 2017-11-22 2395 days ago
Needs compilation? yes
License GPL-2
CRAN checks SELF results

Downloads

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Last 30 days 185 -16%
Last 90 days 565 -23%
Last 365 days 2.456 -11%

Maintainer

Maintainer

Jie Qiao

Authors

Ruichu Cai

ths / aut

Jie Qiao

aut / cre

Zhenjie Zhang

ths / aut

Zhifeng Hao

ths / aut

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SELF archive

Imports

data.table ≥ 1.10.4
xgboost ≥ 0.6-4
Rcpp ≥ 0.12.10
CompareCausalNetworks ≥ 0.1.0
bnlearn ≥ 4.1.1

LinkingTo

Rcpp