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
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

Downloads:

Reference manual: SELF.pdf
Package source: SELF_0.1.1.tar.gz
Windows binaries: r-devel: SELF_0.1.0.zip, r-release: SELF_0.1.0.zip, r-oldrel: SELF_0.1.0.zip
OS X El Capitan binaries: r-release: SELF_0.1.1.tgz
OS X Mavericks binaries: r-oldrel: SELF_0.1.1.tgz
Old sources: SELF archive

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