Package: smsets 2.0.0

smsets: Simple Multivariate Statistical Estimation and Tests

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>.

Authors:Jorge Navarro Alberto [aut, cre, cph]

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smsets.pdf |smsets.html✨
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NEWS

# Install 'smsets' in R:

install.packages('smsets', repos = c('https://ganava4.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ganava4/smsets/issues

Datasets:

skulls - Egyptian male skulls
sparrows - Body measurements of female sparrows

On CRAN:

box-m-test covariance-matrices hotelling-t2 hypothesis-testing levene-test multivariate-analysis multivariate-analysis-in-r one-way-manova penrose-distance statistical-estimation statistical-inference two-sample-t-test van-valen-test

4.40 score 1 stars 1 scripts 202 downloads 9 exports 21 dependencies

Last updated from:09f32814f9. Checks:6 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	157
source / vignettes	OK	209
linux-release-x86_64	NOTE	164
macos-devel-arm64	NOTE	182
macos-release-arm64	NOTE	194
windows-devel	NOTE	82
windows-release	NOTE	101
wasm-release	OK	141

Exports:BoxM.F Hotelling.mat LeveneT2 Levenetests2s.mv Levenetestsms.mv OnewayMANOVA Penrose.dist ttests2s.mv VanValen

Dependencies:bayestestR biotools boot cli corpcor crayon data.table datawizard effectsize glue Hotelling insight lifecycle magrittr MASS parameters performance rlang stringi stringr vctrs

smsets: Simple multivariate statistical estimation and tests

Jorge A. Navarro Alberto

Rendered fromsmsets-vignette.Rmdusingknitr::rmarkdownon Mar 25 2026.

Last update: 2026-01-24
Started: 2025-04-21

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
F approximation of Box's M test	BoxM.F
Hotelling's T^2 test with extra information	Hotelling.mat
Levene's test for two multivariate samples based on Hotelling's T^2 test with extra information	LeveneT2
Multiple two-sample Levene tests for the comparison of variation in multivariate data	Levenetests2s.mv
Robust Levene's Tests for the Comparison of Variation of m Samples in Multivariate Data	Levenetestsms.mv
Tests in One-way MANOVA with extra information	OnewayMANOVA
Penrose's distance calculator	Penrose.dist
Prints Box'M test based on an F-statistic	print.BoxM.F
Prints Hotelling's T^2 test	print.Hotelling.mat
Prints Levene's test based on Hotelling's T^2 test	print.LeveneT2
Prints multiple two-sample Levene tests for the comparison of variation in multivariate data	print.Levenetests2s.mv
Prints multiple Levene's tests of multivariate data.	print.Levenetestsms.mv
Prints a one-way MANOVA with extra information	print.OnewayMANOVA
Prints Penrose's distance matrix	print.Penrose.dist
Prints multiple two-sample t-tests for a multivariate data set	print.ttests2s.mv
Prints van Valen's test	print.VanValen
Egyptian male skulls	skulls
Body measurements of female sparrows	sparrows
Multiple two-sample t-tests for multivariate data	ttests2s.mv
van Valen's test	VanValen