MNM: Multivariate Nonparametric Methods. An Approach Based on Spatial Signs and Ranks

Multivariate tests, estimates and methods based on the identity score, spatial sign score and spatial rank score are provided. The methods include one and c-sample problems, shape estimation and testing, linear regression and principal components. The methodology is described in Oja (2010) <doi:10.1007/978-1-4419-0468-3> and Nordhausen and Oja (2011) <doi:10.18637/jss.v043.i05>.

Version: 1.0-4
Depends: R (≥ 2.9.2), ICSNP, SpatialNP
Imports: ellipse, ICS
Suggests: gamlss, mvtnorm
Published: 2023-11-29
DOI: 10.32614/CRAN.package.MNM
Author: Klaus Nordhausen ORCID iD [aut, cre], Jyrki Mottonen ORCID iD [aut], Hannu Oja ORCID iD [aut]
Maintainer: Klaus Nordhausen <klausnordhausenR at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: MNM citation info
Materials: ChangeLog
CRAN checks: MNM results


Reference manual: MNM.pdf


Package source: MNM_1.0-4.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): MNM_1.0-4.tgz, r-oldrel (arm64): MNM_1.0-4.tgz, r-release (x86_64): MNM_1.0-4.tgz, r-oldrel (x86_64): MNM_1.0-4.tgz
Old sources: MNM archive

Reverse dependencies:

Reverse imports: mvctm
Reverse suggests: SpatialNP


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