ICSNP (version 1.1-3)

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.

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Version

Install

install.packages('ICSNP')

Monthly Downloads

4,321

Version

1.1-3

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

June 9th, 2026

Functions in ICSNP (1.1-3)

rank.ictest

One Sample Location Test based on Marginal Ranks in the Independent Component Model

tyler.shape

Tyler's Shape Matrix

vdw.loc

Van der Waerden Estimator of Location

ind.ctest

Test of Independece based on Marginal Ranks

pair.sum

Pairwise Sums

hl.loc

Hodges - Lehmann Estimator of Location

pulmonary

Change in Pulmonary Response after Exposure to Cotton Dust

tools:::Rd_package_title("ICSNP")

HotellingsT2

Hotelling's T2 Test

HP1.shape

One Step Rank Scatter Estimator

ind.ictest

Test of Independence based on Marginal Ranks in a Symmetric IC Model

spatial.sign

Spatial Signs

duembgen.shape.wt

Weighted Duembgen's Shape Matrix

symm.huber.wt

Weighted Symmetrized Huber Scatter Matrix

rank.ctest

One, Two and C Sample Rank Tests for Location based on Marginal Ranks

HR.Mest

Simultaneous Affine Equivariant Estimation of Multivariate Median and Tyler's Shape Matrix

spatial.median

Spatial Median

duembgen.shape

Duembgen's Shape Matrix

symm.huber

Symmetrized Huber Scatter Matrix

HP.loc.test

Hallin and Paindaveine Signed-Rank Tests