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pyMannKendall: a python package for non parametric Mann Kendall family of trend tests.

Year: 2019

Type: software-paper

Abstract: Trend analysis is one of the most important measurements in studying time series data.Both parametric and non-parametric tests are commonly used in trend analysis.Parametric tests require data to be independent and normally distributed.On the other hand, non-parametric trend tests require only that the data be independent and can tolerate outliers in the data (Hamed & Rao, 1998).However, parametric tests are more powerful than nonparametric ones.

Source: The Journal of Open Source Software

DOI: 10.21105/joss.01556

Authors: Md. Hussain, Ishtiak Mahmud

Institutions: Bangladesh University of Engineering and Technology, Shahjalal University of Science and Technology

Language: English

Topic: Computational Physics and Python Applications

Subfield: Software

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W2963161248

Cites: 12

Cited by: 868

Related to: 9