SpatialNP-package {SpatialNP}R Documentation

Multivariate Nonparametric Methods Based on Spatial Signs and Ranks

Description

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>.

Details

Package: SpatialNP
Type: Package
Title: Multivariate Nonparametric Methods Based on Spatial Signs and Ranks
Version: 1.1-6
Date: 2025-03-27
Authors@R: c(person(given = "Seija", family = "Sirkia", role = "aut"), person(given = "Jari", family = "Miettinen", role = "aut", comment = c(ORCID = "0000-0002-3270-7014")), person(given = "Klaus", family = "Nordhausen", role = c("cre","aut"), email = "klausnordhausenr@gmail.com", comment = c(ORCID = "0000-0002-3758-8501")), person(given = "Hannu", family = "Oja", role = "aut", comment = c(ORCID = "0000-0002-4945-5976")), person(given = "Sara", family = "Taskinen", role = "aut", comment = c(ORCID = "0000-0001-9470-7258")))
Author: Seija Sirkia [aut], Jari Miettinen [aut] (<https://orcid.org/0000-0002-3270-7014>), Klaus Nordhausen [cre, aut] (<https://orcid.org/0000-0002-3758-8501>), Hannu Oja [aut] (<https://orcid.org/0000-0002-4945-5976>), Sara Taskinen [aut] (<https://orcid.org/0000-0001-9470-7258>)
Maintainer: Klaus Nordhausen <klausnordhausenr@gmail.com>
Depends: R (>= 2.4.0)
Suggests: ICSNP, MNM
Description: 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>.
License: GPL-2
Archs: x64

There are three functions for inference, sr.loc.test, sr.indep.test and sr.sphere.test, for location, independence and sphericity tests. The so called inner and outer standardization matrices are also available as well as the actual sign and rank score functions, together with a utility function to.shape.

Author(s)

Seija Sirkia [aut], Jari Miettinen [aut] (<https://orcid.org/0000-0002-3270-7014>), Klaus Nordhausen [cre, aut] (<https://orcid.org/0000-0002-3758-8501>), Hannu Oja [aut] (<https://orcid.org/0000-0002-4945-5976>), Sara Taskinen [aut] (<https://orcid.org/0000-0001-9470-7258>)

Maintainer: Klaus Nordhausen <klausnordhausenr@gmail.com>

See Also

package ICSNP
package MNM


[Package SpatialNP version 1.1-6 Index]