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npcp (version 0.1-0)

Some nonparametric tests for change-point detection in (multivariate) observations

Description

Provides nonparametric tests for assessing whether possibly serially dependent (multivariate) continuous observations have the same c.d.f. or not. In addition to tests focusing directly on the (multivariate) c.d.f., the package contains tests designed to be particularly sensitive to changes in the underlying copula.

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Version

Install

install.packages('npcp')

Monthly Downloads

239

Version

0.1-0

License

GPL (>= 3) | file LICENCE

Maintainer

Ivan Kojadinovic

Last Published

July 8th, 2014

Functions in npcp (0.1-0)

cpTestRho

Test for change-point detection based on Spearman's rho
bOptEmpProc

Bandwidth parameter estimation
cpTestCn

Test for change-point detection based on the empirical copula
cpTestFn

Test for change-point detection based on the multivariate empirical distribution function