Uses of Interface
edu.cmu.tetrad.util.EffectiveSampleSizeSettable
Packages that use EffectiveSampleSizeSettable
Package
Description
This package contains classes for causal graph search algorithms.
This package contains classes for scoring causal graph models.
This package contains classes for testing causal graph search algorithms.
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Uses of EffectiveSampleSizeSettable in edu.cmu.tetrad.search
Classes in edu.cmu.tetrad.search that implement EffectiveSampleSizeSettableModifier and TypeClassDescriptionclassChecks whether a graph is Markov given a data set.classThe Tsc class provides methods and utilities for statistical computations, clustering, and rank-based analysis of variables. -
Uses of EffectiveSampleSizeSettable in edu.cmu.tetrad.search.score
Classes in edu.cmu.tetrad.search.score that implement EffectiveSampleSizeSettableModifier and TypeClassDescriptionclassDeprecated.class=This implements the degenerate Gaussian BIC score for FGES.classImplements the extended BIC (EBIC) score.classImplements scores motivated by the Generalized Information Criterion (GIC) approach as given in Kim et al.classImplements Poisson prior score, a novel (unpubished) score that replaces the penalty term in BIC by the log of the Poisson distribution.classImplements the linear, Gaussian BIC score, with a 'penalty discount' multiplier on the BIC penalty.classImplements an unpublished score based on a risk bound due to Zhang and Shen. -
Uses of EffectiveSampleSizeSettable in edu.cmu.tetrad.search.test
Classes in edu.cmu.tetrad.search.test that implement EffectiveSampleSizeSettableModifier and TypeClassDescriptionclassIndTestBasisFunctionBlocks - Builds a per-variable truncated basis expansion (via Embedding) - Constructs the blocks mapping (original var -> list of embedded column indices) - Delegates CI testing to IndTestBlocks over those blocksclassDeprecated.classDeprecated.classTrek-separation block-level CI test (IndTestBlocksTs):classBlock-level CI test using Wilks-rank.final classChecks the conditional independence X _||_ Y | S, where S is a set of discrete variable, and X and Y are discrete variable not in S, by applying a conditional Chi Square test.classImplements degenerate Gaussian test as a likelihood ratio test.classDeprecated.final classFisher's Z CI test with shrinkage (RIDGE/LedoitâWolf) and optional pseudoinverse fallback.final classChecks the conditional independence X _||_ Y | S, where S is a set of discrete variable, and X and Y are discrete variable not in S, by applying a conditional G Square test.