MNM-package: Multivariate Nonparametric Methods. An Approach Based on...

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

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

Description

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.

Details

This package was not yet installed at build time.

The methods implemented here are mainly described in Oja (2010) and the package can be used to reproduce most of the examples in the book. The book will be refered to as the MNM book.

Author(s)

Klaus Nordhausen, Jyrki Mottonen and Hannu Oja

Maintainer: Klaus Nordhausen <[e-mail]>

References

Oja, H. (2010), Multivariate Nonparametric Methods with R. An Approach Based on Spatial Signs and Ranks, Springer. <doi:10.1007/978-1-4419-0468-3>.

Nordhausen, K. and Oja, H. (2011), Multivariate L1 Methods: The Package MNM, Journal of Statistical Software, 43, 1-28. <doi:10.18637/jss.v043.i05>.

MNM documentation built on May 29, 2024, 8:49 a.m.