ICSNP-package: Tools for Multivariate Nonparametrics

In ICSNP: Tools for Multivariate Nonparametrics

Tools for Multivariate Nonparametrics

Description

Tools for multivariate nonparametrics, as location tests based on marginal ranks, spatial median and spatial signs computation, Hotelling's T-test, estimates of shape are implemented.

Details

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This package contains tools for nonparametric multivariate analysis, including the estimation of location and shape as well as some tests for location and independece. Shape matrices from this package can be used as one of the scatter matrices needed in the package ICS whereas the tests of this package can be used for testing in the framework of invariant coordinates or independent components obtained from the package ICS. The parametric Hotelling's T test serves as a reference for the nonparametric location tests.

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Author(s)

Klaus Nordhausen [aut, cre] (<https://orcid.org/0000-0002-3758-8501>), Seija Sirkia [aut], Hannu Oja [aut] (<https://orcid.org/0000-0002-4945-5976>), David E. Tyler [aut]

Maintainer: Klaus Nordhausen <[e-mail]>

See Also

ICS

ICSNP documentation built on Sept. 18, 2023, 5:16 p.m.