Journal ArticleOpen Access
pyHomogeneity: A Python Package for Homogeneity Test of Time Series Data
Author Affiliations
Bangladesh University of Engineering and Technology, Shahjalal University of Science and Technology, Fukushima University
Published InJournal of Open Research Software
Year2023
Citations15
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.
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