Package: ICSNP 1.1-2

Klaus Nordhausen

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.

Authors:Klaus Nordhausen [aut, cre], Seija Sirkia [aut], Hannu Oja [aut], David E. Tyler [aut]

ICSNP_1.1-2.tar.gz
ICSNP_1.1-2.tar.gz(r-4.5-noble)ICSNP_1.1-2.tar.gz(r-4.4-noble)
ICSNP_1.1-2.tgz(r-4.4-emscripten)ICSNP_1.1-2.tgz(r-4.3-emscripten)
ICSNP.pdf |ICSNP.html✨
ICSNP/json (API)

# Install 'ICSNP' in R:

install.packages('ICSNP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

LASERI - Cardiovascular Responses to Head-up Tilt
pulmonary - Change in Pulmonary Response after Exposure to Cotton Dust

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

20 exports 3.21 score 12 dependencies 14 dependents 6 mentions 218 scripts 2.8k downloads

Last updated 1 years agofrom:8910881097. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 13 2024
R-4.5-linux-x86_64	OK	Sep 13 2024

Exports:duembgen.shape duembgen.shape.wt hl.loc HotellingsT2 HP.loc.test HP1.shape HR.Mest ind.ctest ind.ictest pair.diff pair.prod pair.sum rank.ctest rank.ictest spatial.median spatial.sign symm.huber symm.huber.wt tyler.shape vdw.loc

Dependencies:DBI ICS lattice Matrix minqa mitools mvtnorm numDeriv Rcpp RcppArmadillo survey survival

Citation

Readme and manuals

Help Manual

Help page	Topics
Tools for Multivariate Nonparametrics	ICSNP-package ICSNP
Duembgen's Shape Matrix	duembgen.shape
Weighted Duembgen's Shape Matrix	duembgen.shape.wt
Hodges - Lehmann Estimator of Location	hl.loc
Hotelling's T2 Test	HotellingsT2 HotellingsT2.default HotellingsT2.formula
Hallin and Paindaveine Signed-Rank Tests	HP.loc.test
One Step Rank Scatter Estimator	HP1.shape
Simultaneous Affine Equivariant Estimation of Multivariate Median and Tyler's Shape Matrix	HR.Mest
Test of Independece based on Marginal Ranks	ind.ctest
Test of Independence based on Marginal Ranks in a Symmetric IC Model	ind.ictest
Cardiovascular Responses to Head-up Tilt	LASERI
Pairwise Differences	pair.diff
Pairwise Products	pair.prod
Pairwise Sums	pair.sum
Change in Pulmonary Response after Exposure to Cotton Dust	pulmonary
One, Two and C Sample Rank Tests for Location based on Marginal Ranks	rank.ctest rank.ctest.default rank.ctest.formula rank.ctest.ics
One Sample Location Test based on Marginal Ranks in the Independent Component Model	rank.ictest rank.ictest.default rank.ictest.ics
Spatial Median	spatial.median
Spatial Signs	spatial.sign
Symmetrized Huber Scatter Matrix	symm.huber
Weighted Symmetrized Huber Scatter Matrix	symm.huber.wt
Tyler's Shape Matrix	tyler.shape
Van der Waerden Estimator of Location	vdw.loc

Package: ICSNP 1.1-2

ICSNP: Tools for Multivariate Nonparametrics

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)