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>.

Package details

AuthorKlaus Nordhausen [aut, cre] (<>), Jyrki Mottonen [aut] (<>), Hannu Oja [aut] (<>)
MaintainerKlaus Nordhausen <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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MNM documentation built on May 29, 2024, 8:49 a.m.