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

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

Classes

Class	Description
Boss	BOSS (Best Order Score Search)
BossCdnodScore	BOSS + score-based CD-NOD context augmentation.
BossTopK	BOSS-TopK (Best Order Score Search, Top K).
BossTrekMimic	Deprecated.
Cam	Represents the CAM algorithm, which is a causal additive model search algorithm.
Cdnod	CD-NOD wrapper for algcomparison.
CdnodBoss	Algcomparison wrapper for the CD-NOD-BOSS search (CdnodBoss): a BOSS backbone with constraint-based collider orientation applied only to unshielded triples that BOSS leaves fully undirected, followed by Meek closure.
CdnodPag	CD-NOD wrapper for algcomparison.
Cpc	Conservative PC (CPC).
Cstar	Cstar class.
Fas	Fast Adjacency Search (FAS)--i.e., the PC adjacency step, which is used in many algorithms.
Fges	FGES (the heuristic version).
FgesMb	FGES-MB (the heuristic version).
Flop	FLOP (Fast Learning of Order and Parents).
Grasp	GRaSP (Greedy Relaxations of Sparsest Permutation)
IsFges	IS-FGES (Instance-Specific FGES) wrapper for the algcomparison interface.
Pc	Peter/Clark algorithm (PC).
PcAr	Peter/Clark algorithm with adjacency-rescue (PcAR): PC augmented with detection, and optionally repair, of cancelled unfaithful-triangle edges.
Pcd	PC.
PcMax	PC-Max.
PcMb	PC.
Pcmci	PCMCI wrapper for algcomparison.
RestrictedBoss	Implements a restricted version of the BOSS (Best Order Score Search) algorithm that focuses search on a set of target variables and their immediate causes.
SingleGraphAlg	PC.
Sp	SP (Sparsest Permutation)
Tgin	Deprecated.
TrekMimic	Algorithm-comparison wrapper for the Trek-MIMIC search.
TwoStep	Deprecated.