ICSNP: Tools for Multivariate Nonparametrics

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.

Author
Klaus Nordhausen, Seija Sirkia, Hannu Oja, David E. Tyler
Date of publication
2015-09-23 02:50:10
Maintainer
Klaus Nordhausen <klaus.nordhausen@utu.fi>
License
GPL (>= 2)
Version
1.1-0

View on CRAN

Man pages

duembgen.shape
Duembgen's Shape Matrix
duembgen.shape.wt
Weighted Duembgen's Shape Matrix
hl.loc
Hodges - Lehmann Estimator of Location
HotellingsT
Hotelling's T2 Test
HP1.shape
One Step Rank Scatter Estimator
HP.loc.test
Hallin and Paindaveine Signed-Rank Tests
HR.Mest
Simultaneous Affine Equivariant Estimation of Multivariate...
ICSNP-package
Tools for Multivariate Nonparametrics
ind.ctest
Test of Independece based on Marginal Ranks
ind.ictest
Test of Independence based on Marginal Ranks in a Symmetric...
LASERI
Cardiovascular Responses to Head-up Tilt
pair.diff
Pairwise Differences
pair.prod
Pairwise Products
pair.sum
Pairwise Sums
pulmonary
Change in Pulmonary Response after Exposure to Cotton Dust
rank.ctest
One, Two and C Sample Rank Tests for Location based on...
rank.ictest
One Sample Location Test based on Marginal Ranks in the...
spatial.median
Spatial Median
spatial.sign
Spatial Signs
symm.huber
Symmetrized Huber Scatter Matrix
symm.huber.wt
Weighted Symmetrized Huber Scatter Matrix
tyler.shape
Tyler's Shape Matrix
vdw.loc
Van der Waerden Estimator of Location

Files in this package

ICSNP
ICSNP/inst
ICSNP/inst/ChangeLog
ICSNP/src
ICSNP/src/icsnp.cpp
ICSNP/NAMESPACE
ICSNP/data
ICSNP/data/LASERI.txt.gz
ICSNP/data/pulmonary.rda
ICSNP/R
ICSNP/R/tyler.shape.R
ICSNP/R/Q.Test.R
ICSNP/R/pair.sum.R
ICSNP/R/tyler.shape.internal.R
ICSNP/R/symm.huber.wt.R
ICSNP/R/internals.R
ICSNP/R/mat.sqrt.R
ICSNP/R/ind.ictest.R
ICSNP/R/HotellingsT.internal.R
ICSNP/R/center.step.R
ICSNP/R/vdw.loc.R
ICSNP/R/hl.loc.R
ICSNP/R/spatial.sign.R
ICSNP/R/pair.diff.R
ICSNP/R/frobenius.norm.R
ICSNP/R/pair.prod.R
ICSNP/R/HP1.shape.R
ICSNP/R/duembgen.shape.R
ICSNP/R/duembgen.shape.wt.R
ICSNP/R/symm.huber.R
ICSNP/R/MaRaTe.internal.R
ICSNP/R/HP.loc.test.R
ICSNP/R/ind.ctest.R
ICSNP/R/rank.ctest.R
ICSNP/R/spatial.median.step.R
ICSNP/R/HR.Mest.R
ICSNP/R/HotellingsT.R
ICSNP/R/rank.ictest.R
ICSNP/R/spatial.median.R
ICSNP/R/ind.ictest.internal.R
ICSNP/MD5
ICSNP/DESCRIPTION
ICSNP/man
ICSNP/man/pair.diff.Rd
ICSNP/man/hl.loc.Rd
ICSNP/man/pair.prod.Rd
ICSNP/man/pair.sum.Rd
ICSNP/man/rank.ctest.Rd
ICSNP/man/symm.huber.Rd
ICSNP/man/rank.ictest.Rd
ICSNP/man/spatial.sign.Rd
ICSNP/man/ind.ictest.Rd
ICSNP/man/HP.loc.test.Rd
ICSNP/man/HP1.shape.Rd
ICSNP/man/LASERI.Rd
ICSNP/man/ind.ctest.Rd
ICSNP/man/duembgen.shape.wt.Rd
ICSNP/man/pulmonary.Rd
ICSNP/man/HR.Mest.Rd
ICSNP/man/symm.huber.wt.Rd
ICSNP/man/ICSNP-package.Rd
ICSNP/man/vdw.loc.Rd
ICSNP/man/duembgen.shape.Rd
ICSNP/man/HotellingsT.Rd
ICSNP/man/tyler.shape.Rd
ICSNP/man/spatial.median.Rd