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:
Downloads:
Linking:
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