Equality of 2 (or k) Continuous Univariate and Multivariate Distributions

We implement (or re-implements in R) a variety of statistical tools. They are focused on non-parametric two-sample (or k-sample) distribution comparisons in the univariate or multivariate case. See the vignette for more info.

R package: Ecume

This package implements (or re-implements in R) a variety of statistical tools used to do non-parametric two-sample (or k-sample) distribution comparisons in the univariate or multivariate case.

If you want to suggest a new test or a variant, open an issue.

Installation

To install the current version of Ecume, run.

if(!requireNamespace("BiocManager", quietly = TRUE)) {
 install.packages("BiocManager") 
}
BiocManager::install("Ecume")

To install the development version in R, run

if(!requireNamespace("devtools", quietly = TRUE)) {
 install.packages("devtools") 
}
devtools::install_github("HectoRDB/Ecume")

Usage

The Ecume package has been developed as part of the condiments paper but it was spawned as a separate package since it use can be broader than scRNA-Seq data analysis. The online vignette is a good place to get started.