Package de.lmu.ifi.dbs.elki.math.statistics.dependence

Statistical measures of dependence, such as correlation

See: Description

Interface Summary

Interface	Description
DependenceMeasure	Measure the dependence of two variables.

Class Summary

Class	Description
AbstractDependenceMeasure	Abstract base class for dependence measures.
CorrelationDependenceMeasure	Pearson product-moment correlation coefficient.
CorrelationDependenceMeasure.Parameterizer	Parameterization class
DistanceCorrelationDependenceMeasure	Distance correlation.
DistanceCorrelationDependenceMeasure.Parameterizer	Parameterization class
HiCSDependenceMeasure	Use the statistical tests as used by HiCS to measure dependence of variables.
HiCSDependenceMeasure.Parameterizer	Parameterization class.
HoeffdingsDDependenceMeasure	Calculate Hoeffding's D as a measure of dependence.
HoeffdingsDDependenceMeasure.Parameterizer	Parameterization class.
HSMDependenceMeasure	Compute the "interestingness" of dimension connections using the hough transformation.
HSMDependenceMeasure.Parameterizer	Parameterization class.
JensenShannonEquiwidthDependenceMeasure	Jensen-Shannon Divergence is closely related to mutual information.
JensenShannonEquiwidthDependenceMeasure.Parameterizer	Parameterization class.
MCEDependenceMeasure	Compute a mutual information based dependence measure using a nested means discretization, originally proposed for ordering axes in parallel coordinate plots.
MCEDependenceMeasure.Parameterizer	Parameterization class.
MutualInformationEquiwidthDependenceMeasure	Mutual Information (MI) dependence measure by dividing each attribute into equal-width bins.
MutualInformationEquiwidthDependenceMeasure.Parameterizer	Parameterization class.
SlopeDependenceMeasure	Arrange dimensions based on the entropy of the slope spectrum.
SlopeDependenceMeasure.Parameterizer	Parameterization class.
SlopeInversionDependenceMeasure	Arrange dimensions based on the entropy of the slope spectrum.
SlopeInversionDependenceMeasure.Parameterizer	Parameterization class.
SpearmanCorrelationDependenceMeasure	Spearman rank-correlation coefficient, also known as Spearmans Rho.
SpearmanCorrelationDependenceMeasure.Parameterizer	Parameterization class
SURFINGDependenceMeasure	Compute the similarity of dimensions using the SURFING score.
SURFINGDependenceMeasure.Parameterizer	Parameterization class.

Package de.lmu.ifi.dbs.elki.math.statistics.dependence Description

Statistical measures of dependence, such as correlation