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>
License: GPL-2
NeedsCompilation: yes
Citation: SELF citation info
Materials: README NEWS
CRAN checks: SELF results


Reference manual: SELF.pdf


Package source: SELF_0.1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


Please use the canonical form to link to this page.