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Domean (version 0.1)

Distributed Online Mean Tests

Description

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) .

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Version

Install

install.packages('Domean')

Version

0.1

License

MIT + file LICENSE

Maintainer

Guangbao Guo

Last Published

March 4th, 2025

Functions in Domean (0.1)

covclx

Two-Sample Covariance Test for High-Dimensional Data
SKK

High-Dimensional Two-Sample Mean Test
CZZZ

High-Dimensional Two-Sample Mean Test
CLX

Two-Sample CLX Test for High-Dimensional Data
zwl

High-Dimensional Two-Sample Mean Test with Centering Adjustment
CQ2

Two-Sample CQ Test for High-Dimensional Covariance Matrices