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pyHomogeneity: A Python Package for Homogeneity Test of Time Series Data Cover

pyHomogeneity: A Python Package for Homogeneity Test of Time Series Data

Open Access
|Feb 2023

Abstract

The pyHomogeneity package is a pure python package for performing homogeneity tests. The homogeneity test is applied to detect one (or more) change-point/breakpoint in the time series or sequential data. It is one of the essential tests for time series data (e.g. financial time series, hydrology, climate study, etc.). However, till now, there is no Python package available for the homogeneity test. This is where the pyHomogeneity package comes in. Currently, Pettitt’s Test, four variants of Buishand’s Test, and SNHT Test can be performed using this package. The package is freely available for public use.

DOI: https://doi.org/10.5334/jors.427 | Journal eISSN: 2049-9647
Language: English
Submitted on: Apr 17, 2022
Accepted on: Jan 25, 2023
Published on: Feb 14, 2023
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2023 Md. Manjurul Hussain, Ishtiak Mahmud, Sheikh Hefzul Bari, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.