Domean: Distributed Online Mean Tests (original) (raw)
Distributed Online Mean Tests is a powerful tool designed to efficiently process and analyze distributed datasets. It enables users to perform mean tests in an online, distributed manner, making it highly suitable for large-scale data analysis. By leveraging advanced computational techniques, 'Domean' ensures robust and scalable solutions for statistical analysis, particularly in scenarios where data is dispersed across multiple nodes or sources. This package is ideal for researchers and practitioners working with high-dimensional data, providing a flexible and efficient framework for mean testing. The philosophy of 'Domean' is described in Guo G.(2025) <doi:10.1016/j.physa.2024.130308>.
| Version: | 0.1 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, MASS |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-03-04 |
| DOI: | 10.32614/CRAN.package.Domean |
| Author: | Guangbao Guo  [aut, cre], Qianwen Liu [aut] |
| Maintainer: | Guangbao Guo <ggb11111111 at 163.com> |
| License: | MIT + file |
| NeedsCompilation: | no |
| CRAN checks: | Domean results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=Domeanto link to this page.