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Domean  

Distributed Online Mean Tests
View on CRAN: Click here


Download and install Domean package within the R console
Install from CRAN:
install.packages("Domean")

Install from Github:
library("remotes")
install_github("cran/Domean")

Install by package version:
library("remotes")
install_version("Domean", "0.1")



Attach the package and use:
library("Domean")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
Description:
Distributed Online Mean Testsis 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 meantesting. The philosophy of 'Domean' is described in Guo G.(2025) <doi:10.1016/j.physa.2024.130308>.
How to cite:
Guangbao Guo (). Domean: Distributed Online Mean Tests. R package version 0.1, https://cran.r-project.org/web/packages/Domean. Accessed 30 Mar. 2025.
Previous versions and publish date:
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Complete documentation for Domean
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Full Domean package functions and examples
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