Uses of Interface
edu.cmu.tetrad.algcomparison.algorithm.LatentStructureAlgorithm
Packages that use LatentStructureAlgorithm
Package
Description
-
Uses of LatentStructureAlgorithm in edu.cmu.tetrad.algcomparison.algorithm
Subinterfaces of LatentStructureAlgorithm in edu.cmu.tetrad.algcomparison.algorithmModifier and TypeInterfaceDescriptioninterfaceA tagging interface for algorithms that can be used for latent structure search. -
Uses of LatentStructureAlgorithm in edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag
Classes in edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag that implement LatentStructureAlgorithmModifier and TypeClassDescriptionclassBOSS (Best Order Score Search)classRepresents the CAM algorithm, which is a causal additive model search algorithm.classCD-NOD wrapper for algcomparison.classDeprecated.classFast Adjacency Search (FAS)--i.e., the PC adjacency step, which is used in many algorithms.classFGES (the heuristic version).classGRaSP (Greedy Relaxations of Sparsest Permutation)classPeter/Clark algorithm (PC).classPC.classDeprecated.classBOSS-DC (Best Order Score Search Divide and Conquer)classSP (Sparsest Permutation) -
Uses of LatentStructureAlgorithm in edu.cmu.tetrad.algcomparison.algorithm.oracle.pag
Classes in edu.cmu.tetrad.algcomparison.algorithm.oracle.pag that implement LatentStructureAlgorithmModifier and TypeClassDescriptionclassAdjusts FGES-FCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.classCCD (Cyclic Causal Discovery)classDeprecated.classThe Fast Causal Inference (FCI) algorithm.classFCI-CPW: Run FCI with internally constructed PW-forbidden knowledge, then orient edges using a pairwise left-right rule on standardized data in cases that are safe under no-selection-bias cyclic semantics: Tail–tail (—) edges Orient per pairwise rule. Tail–circle (—o) edges If pairwise prefers x→y, set x→y (symmetrically, if prefers y→x, set y→x). Circle–circle (o–o) edges If pairwise prefers x→y, set x o→y (symmetrically for y→x).classDeprecated.classThis 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.classThe Fges-FCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.classThe GFCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.classGRaSP-FCI, an implentatation of *-FCI using GRaSP.classIS-GFCI (Instance-Specific GFCI) wrapper for the algcomparison interface.classRFCI.classAdjusts GFCI to use a permutation algorithm (in this case SP) to do the initial steps of finding adjacencies and unshielded colliders. -
Uses of LatentStructureAlgorithm in edu.cmu.tetrad.algcomparison.algorithm.other
Classes in edu.cmu.tetrad.algcomparison.algorithm.other that implement LatentStructureAlgorithmModifier and TypeClassDescriptionclassMimbuild Bollen.classMimbuild PCA.