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ICSNP (version 1.1-1)

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

4,092

Version

1.1-1

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

March 10th, 2018

Functions in ICSNP (1.1-1)

LASERI

Cardiovascular Responses to Head-up Tilt
HR.Mest

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

One Sample Location Test based on Marginal Ranks in the Independent Component Model
HotellingsT2

Hotelling's T2 Test
duembgen.shape

Duembgen's Shape Matrix
spatial.median

Spatial Median
symm.huber.wt

Weighted Symmetrized Huber Scatter Matrix
duembgen.shape.wt

Weighted Duembgen's Shape Matrix
tyler.shape

Tyler's Shape Matrix
pair.prod

Pairwise Products
pair.sum

Pairwise Sums
ind.ictest

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

Pairwise Differences
pulmonary

Change in Pulmonary Response after Exposure to Cotton Dust
vdw.loc

Van der Waerden Estimator of Location
rank.ctest

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

Hodges - Lehmann Estimator of Location
ind.ctest

Test of Independece based on Marginal Ranks
spatial.sign

Spatial Signs
symm.huber

Symmetrized Huber Scatter Matrix
ICSNP-package

Tools for Multivariate Nonparametrics
HP.loc.test

Hallin and Paindaveine Signed-Rank Tests
HP1.shape

One Step Rank Scatter Estimator