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Domean: Distributed Online Mean Tests

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 ORCID iD [aut, cre], Qianwen Liu [aut]
Maintainer: Guangbao Guo <ggb11111111 at 163.com>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: Domean results

Documentation:

Reference manual: Domean.pdf

Downloads:

Package source: Domean_0.1.tar.gz
Windows binaries: r-devel: Domean_0.1.zip, r-release: Domean_0.1.zip, r-oldrel: Domean_0.1.zip
macOS binaries: r-devel (arm64): Domean_0.1.tgz, r-release (arm64): Domean_0.1.tgz, r-oldrel (arm64): Domean_0.1.tgz, r-devel (x86_64): Domean_0.1.tgz, r-release (x86_64): Domean_0.1.tgz, r-oldrel (x86_64): Domean_0.1.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.