Docovt:Distributed Online Covariance Matrix Tests
Distributed Online Covariance Matrix Tests is a powerful tool designed to efficiently process and analyze distributed
datasets. It enables users to perform covariance matrix tests
in an online, distributed manner, making it highly suitable for
large-scale data analysis. By leveraging advanced computational
techniques, 'Docovt' 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 covariance matrix estimation and hypothesis
testing. The philosophy of 'Docovt' is described in Guo
G.(2025) <doi:10.1016/j.physa.2024.130308>.