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

Statistical tests and methods.

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Description

Interface Summary

KernelDensityFunction

Inner function of a kernel density estimator.

Class Summary

EpanechnikovKernelDensityFunction	Epanechnikov kernel density estimator.
GaussianKernelDensityFunction	Gaussian kernel density estimator.
KernelDensityEstimator	Estimate density given an array of points.
LinearRegression
MultipleLinearRegression	Multiple linear regression attempts to model the relationship between two or more explanatory variables and a response variable by fitting a linear equation to observed data.
PolynomialRegression	A polynomial fit is a specific type of multiple regression.
QuickSelect	QuickSelect computes ("selects") the element at a given rank and can be used to compute Medians and arbitrary quantiles by computing the appropriate rank.
StudentDistribution	Tabelarizes the values for student distribution.
TriangularKernelDensityFunction	Triangular kernel density estimator.
UniformKernelDensityFunction	Uniform / Rectangular kernel density estimator.

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

Statistical tests and methods.