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

Statistical tests and methods.

See: Description

Interface Summary

Interface	Description
KernelDensityFunction	Inner function of a kernel density estimator.

Class Summary

Class	Description
EpanechnikovKernelDensityFunction	Epanechnikov kernel density estimator.
EpanechnikovKernelDensityFunction.Parameterizer	Parameterization stub.
GaussianKernelDensityFunction	Gaussian kernel density estimator.
GaussianKernelDensityFunction.Parameterizer	Parameterization stub.
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.
TriangularKernelDensityFunction	Triangular kernel density estimator.
TriangularKernelDensityFunction.Parameterizer	Parameterization stub.
UniformKernelDensityFunction	Uniform / Rectangular kernel density estimator.
UniformKernelDensityFunction.Parameterizer	Parameterization stub.

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

Statistical tests and methods.