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SELF  

A Structural Equation Embedded Likelihood Framework for Causal Discovery
View on CRAN: Click here


Download and install SELF package within the R console
Install from CRAN:
install.packages("SELF")

Install from Github:
library("remotes")
install_github("cran/SELF")

Install by package version:
library("remotes")
install_version("SELF", "0.1.1")



Attach the package and use:
library("SELF")
Maintained by
Jie Qiao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-13
Latest Update: 2017-11-22
Description:
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."
How to cite:
Jie Qiao (2017). SELF: A Structural Equation Embedded Likelihood Framework for Causal Discovery. R package version 0.1.1, https://cran.r-project.org/web/packages/SELF. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-23 07:28), 0.1.0 (2017-11-13 13:03), 0.1.1 (2017-11-22 14:24)
Other packages that cited SELF R package
View SELF citation profile
Other R packages that SELF depends, imports, suggests or enhances
Complete documentation for SELF
Functions, R codes and Examples using the SELF R package
Some associated functions: SELF-package . fhc . indicators . mmpcAnm . randomGraph . synthetic_data_linear . synthetic_data_nonlinear . 
Some associated R codes: RcppExports.R . SELF.R . compareMethods.R . fast_hill_climb.R . utility_functions.R .  Full SELF package functions and examples
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