SpatialNP-package: Multivariate nonparametric tests and estimates based on...

SpatialNP-packageR Documentation

Multivariate nonparametric tests and estimates 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
Version: 1.1-5
Date: 2021-12-08
License: GPL (>= 2)

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, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Maintainer: Klaus Nordhausen, klaus.k.nordhausen@jyu.fi

See Also

package ICSNP
package MNM


SpatialNP documentation built on March 18, 2022, 8:02 p.m.