ICSNP (version 1.1-2)

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

3,864

Version

1.1-2

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

September 18th, 2023

Functions in ICSNP (1.1-2)

rank.ictest

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

Change in Pulmonary Response after Exposure to Cotton Dust

spatial.sign

Spatial Signs

ind.ictest

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

spatial.median

Spatial Median

rank.ctest

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

symm.huber

Symmetrized Huber Scatter Matrix

vdw.loc

Van der Waerden Estimator of Location

symm.huber.wt

Weighted Symmetrized Huber Scatter Matrix

tyler.shape

Tyler's Shape Matrix

ICSNP-package

tools:::Rd_package_title("ICSNP")

HP1.shape

One Step Rank Scatter Estimator

duembgen.shape

Duembgen's Shape Matrix

HP.loc.test

Hallin and Paindaveine Signed-Rank Tests

duembgen.shape.wt

Weighted Duembgen's Shape Matrix

HR.Mest

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

ind.ctest

Test of Independece based on Marginal Ranks

HotellingsT2

Hotelling's T2 Test

LASERI

Cardiovascular Responses to Head-up Tilt

hl.loc

Hodges - Lehmann Estimator of Location