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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

2,875

Version

1.1-2

License

GPL (>= 2)

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
pair.prod

Pairwise Products
pair.sum

Pairwise Sums
pair.diff

Pairwise Differences
pulmonary

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