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) .


Reference manual

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install.packages("Domean")

0.1 by Guangbao Guo, 2 years ago


Browse source code at https://github.com/cran/Domean


Authors: Guangbao Guo [aut, cre] , Qianwen Liu [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports stats, MASS

Suggests testthat


See at CRAN