/

Nematrian Reference Library

[this page | back links]

Set out below is information (held by the Nematrian website) on the reference you have selected

Pages on this website that contain links to this reference include KolmogorovSmirnov


ReferenceTitleLink
Wikipedia (2010)Kolmogorov-Smirnov testhere

Summary (partial)

"In statistics, the Kolmogorov–Smirnov test (K–S test or KS test) is a nonparametric test of the equality of continuous, one-dimensional probability distributions that can be used to compare a sample with a reference probability distribution (one-sample K–S test), or to compare two samples (two-sample K–S test). The Kolmogorov–Smirnov statistic quantifies a distance between the empirical distribution function of the sample and the cumulative distribution function of the reference distribution, or between the empirical distribution functions of two samples. The null distribution of this statistic is calculated under the null hypothesis that the samples are drawn from the same distribution (in the two-sample case) or that the sample is drawn from the reference distribution (in the one-sample case). In each case, the distributions considered under the null hypothesis are continuous distributions but are otherwise unrestricted.

The two-sample K–S test is one of the most useful and general nonparametric methods for comparing two samples, as it is sensitive to differences in both location and shape of the empirical cumulative distribution functions of the two samples."


See here to choose a new Category/Sub-Category or here for a list of all references held by the Nematrian website. Please contact us if any of the above material is inaccurate or if there are references you think should be included that we have excluded or vice-versa.
Desktop view | Switch to Mobile