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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
Version
1.1-2
1.1-1
1.1-0
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)
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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