smsets-package {smsets}R Documentation

smsets

Description

A collection of simple parameter estimation and tests for the comparison of multivariate means and variation, to accompany Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer (5th edition), by Manly BFJ, Navarro Alberto JA & Gerow K (2024) doi:10.1201/9781003453482.

Details

The goal of smsets is to produce simple multivariate statistical tests for means and variances / covariances for one single factor with two or more levels, including multiple two-sample t- and Levene’s tests, Hotelling’s T^2 test, extended two-sample Levene’s tests for multivariate data, one-way MANOVA, van Valen’s test and Box’s M test. A Penrose's distance calculator is also implemented.

Author(s)

Maintainer: Jorge Navarro Alberto ganava4@gmail.com (ORCID) [copyright holder]

References

Manly, B.F.J., Navarro Alberto, J.A. and Gerow, K. (2024) Multivariate Statistical Methods. A Primer. 5th Edn. CRC Press.

See Also

Useful links:


[Package smsets version 1.2.3 Index]