A Structural Equation Embedded Likelihood Framework for Causal
Discovery
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Documentation for package ‘SELF’ version 0.1.1
Help Pages
| SELF-package | SELF: A Structural Equation Embedded Likelihood Framework for Causal Discovery |
| fhc | Fast Hill-Climbing |
| indicators | Calculate the f1,precision,recall score of the graph |
| mmpcAnm | mmpc algorithm with additive noise model |
| randomGraph | Generate a random graph |
| SELF | SELF: A Structural Equation Embedded Likelihood Framework for Causal Discovery |
| synthetic_data_linear | synthetic linear data base on the graph |
| synthetic_data_nonlinear | synthetic nonlinear data base on the graph |