SELF: A Structural Equation Embedded Likelihood Framework for Causal Discovery

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."

Version:	0.1.1
Imports:	data.table (≥ 1.10.4), xgboost (≥ 0.6-4), Rcpp (≥ 0.12.10), CompareCausalNetworks (≥ 0.1.0), bnlearn (≥ 4.1.1)
LinkingTo:	Rcpp
Published:	2017-11-22
DOI:	10.32614/CRAN.package.SELF
Author:	Ruichu Cai [ths, aut], Jie Qiao [aut, cre], Zhenjie Zhang [ths, aut], Zhifeng Hao [ths, aut]
Maintainer:	Jie Qiao <qiaojie2004 at vip.qq.com>
License:	GPL-2
NeedsCompilation:	yes
Citation:	SELF citation info
Materials:	README NEWS
CRAN checks:	SELF results

Documentation:

Reference manual:

SELF.pdf

Downloads:

Package source:	SELF_0.1.1.tar.gz
Windows binaries:	r-devel: SELF_0.1.1.zip, r-release: SELF_0.1.1.zip, r-oldrel: SELF_0.1.1.zip
macOS binaries:	r-release (arm64): SELF_0.1.1.tgz, r-oldrel (arm64): SELF_0.1.1.tgz, r-release (x86_64): SELF_0.1.1.tgz, r-oldrel (x86_64): SELF_0.1.1.tgz
Old sources:	SELF archive

Linking:

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