Package: SpatialNP 1.1-5
SpatialNP: Multivariate Nonparametric Methods Based on Spatial Signs and Ranks
Test and estimates of location, tests of independence, tests of sphericity and several estimates of shape all based on spatial signs, symmetrized signs, ranks and signed ranks. For details, see Oja and Randles (2004) <doi:10.1214/088342304000000558> and Oja (2010) <doi:10.1007/978-1-4419-0468-3>.
Authors:
SpatialNP_1.1-5.tar.gz
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SpatialNP.pdf |SpatialNP.html✨
SpatialNP/json (API)
| # Install 'SpatialNP' in R: |
| install.packages('SpatialNP', repos = c('https://klauschn.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:57669fbaf6. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 26 2024 |
| R-4.5-win-x86_64 | OK | Aug 26 2024 |
| R-4.5-linux-x86_64 | OK | Aug 26 2024 |
| R-4.4-win-x86_64 | OK | Aug 26 2024 |
| R-4.4-mac-x86_64 | OK | Aug 26 2024 |
| R-4.4-mac-aarch64 | OK | Aug 26 2024 |
| R-4.3-win-x86_64 | OK | Aug 26 2024 |
| R-4.3-mac-x86_64 | OK | Aug 26 2024 |
| R-4.3-mac-aarch64 | OK | Aug 26 2024 |
Exports:ae.hl.estimateae.spatial.medianmvhuberMrank.shapeRCovSCovsignrank.shapesigns.shapespatial.locationspatial.rankspatial.shapespatial.signrankspatial.signsspatial.symmsignsr.indep.testsr.loc.testsr.sphere.testSRCovSSCovsymm.mvtmlesymm.mvtmle.incsymmhubersymmhuber.incsymmsign.shapesymmsign.shape.incto.shape
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multivariate nonparametric tests and estimates based on spatial signs and ranks. | SpatialNP-package SpatialNP |
| Multivariate test of independence based on spatial signs or ranks | sr.indep.test |
| Spatial sign and rank tests of multivariate location | sr.loc.test |
| Multivariate Huber's M-estimator and its symmetrized version | mvhuberM symmhuber symmhuber.inc |
| Shape matrices based on spatial ranks and signed ranks | rank.shape signrank.shape signs.shape spatial.shape symmsign.shape symmsign.shape.inc |
| Multivariate location estimates based on spatial signs and signed ranks | ae.hl.estimate ae.spatial.median spatial.location |
| Spatial sign and rank covariance matrices | RCov SCov SRCov SSCov |
| Spatial signs, symmetrized signs, ranks and signed ranks | spatial.rank spatial.signrank spatial.signs spatial.symmsign |
| Sphericity tests | sr.sphere.test |
| Symmetrized M-estimators of scatter with the weights of the t-distribution | symm.mvtmle symm.mvtmle.inc |
| Rescale a matrix to a shape matrix | to.shape |
