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

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

Classes

Class	Description
Bfci	Adjusts GFCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.
BossDumb	This class represents the LV-Lite algorithm, which is an implementation of the GFCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.
BossPag	This class represents the LV-Lite algorithm, which is an implementation of the GFCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.
Ccd	CCD (Cyclic Causal Discovery)
Cfci	Conservative FCI.
Fci	The Fast Causal Inference (FCI) algorithm.
FciMax	FCI-Max algorithm.
Gfci	The Gfci class represents the Greedy Fast Causal Inference algorithm.
GraspFci	Adjusts GFCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.
LvLite	This class represents the LV-Lite algorithm, which is an implementation of the GFCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.
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.