Package edu.cmu.tetrad.algcomparison.algorithm.oracle.pag

package edu.cmu.tetrad.algcomparison.algorithm.oracle.pag

Classes

Class	Description
BossDot	This class represents the FCIT algorithm, which is an implementation of the FGES-FCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.
BossFci	Adjusts FGES-FCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.
Ccd	CCD (Cyclic Causal Discovery)
Cfci	Conservative FCI.
DmFcit	This class represents the Detect-Mimic-FCIT (DM-FCIT) algorithm, a specialized variant of the DM-PC and FCIT algorithms designed to identify intermediate latent variables.
DmFciT2	This class represents the Detect-Mimic-FCIT (DM-FCIT) algorithm, a specialized variant of the DM-PC and FCIT algorithms designed to identify intermediate latent variables.
DmPc	Detect-Mimic-PC (DM-PC) algorithm.
Fci	The Fast Causal Inference (FCI) algorithm.
FciMax	FCI-Max algorithm.
Fcit	This class represents the FCI Targeted Testing (FCIT) algorithm, which is variant of the *-FCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.
FgesFci	The Fges-FCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.
Gfci	The GFCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.
GraspFci	GRaSP-FCI, an implentatation of *-FCI using GRaSP.
PagSampleRfci	Jan 29, 2023 3:45:09 PM
Rfci	RFCI.
RfciBsc	Runs RFCI-BSC, which is RFCI with bootstrap sampling of PAGs.
SpFci	Adjusts GFCI to use a permutation algorithm (in this case SP) to do the initial steps of finding adjacencies and unshielded colliders.
SvarFci	The SvarFci class is an implementation of the SVAR Fast Causal Inference algorithm.
SvarGfci	SvarGfci class is an implementation of the SVAR GFCI algorithm.