The goal of smsets is to produce simple multivariate statistical tests and parameter estimation for means and variances / covariances when one single factor with two or more levels are involved. Analyses include:
- Multiple two-sample t-tests for means.
- Multiple two-sample Levene's tests for variances.
- Two-sample Hotelling's
$T^2$ test. - Extended Levene's tests for two multivariate samples based on Hotelling's
$T^2$ test. - Two-sample van Valen's test.
- One-way MANOVA.
- Box's M test of variation for multivariate samples (F approximation).
- Penrose's distance calculator
You can install the development version of smsets from GitHub with:
devtools::install_github("ganava4/smsets")
Afterwards, just load it and it will be ready to use.
library("smsets")