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

Packages that use de.lmu.ifi.dbs.elki.math.statistics.dependence

Package	Description
de.lmu.ifi.dbs.elki.math.statistics.dependence	Statistical measures of dependence, such as correlation
de.lmu.ifi.dbs.elki.visualization.parallel3d	3DPC: 3D parallel coordinate plot visualization for ELKI.
de.lmu.ifi.dbs.elki.visualization.parallel3d.layout	Layouting algorithms for 3D parallel coordinate plots.

Classes in de.lmu.ifi.dbs.elki.math.statistics.dependence used by de.lmu.ifi.dbs.elki.math.statistics.dependence

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

Classes in de.lmu.ifi.dbs.elki.math.statistics.dependence used by de.lmu.ifi.dbs.elki.visualization.parallel3d

Class and Description
DependenceMeasure Measure the dependence of two variables.

Classes in de.lmu.ifi.dbs.elki.math.statistics.dependence used by de.lmu.ifi.dbs.elki.visualization.parallel3d.layout

Class and Description
DependenceMeasure Measure the dependence of two variables.