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

Statistical tests and methods.


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.
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.

Release 0.4.0 (2011-09-20_1324)