Robust fitting of generalized extreme value distribution for extreme wind speeds: a case study using d4PDF data in Japan

This study proposes a robust technique for parameter estimation in the generalized extreme value (GEV) distribution, utilizing the probability integral transform statistics. This estimator is tailored to improve robustness against outliers, which are commonly encountered in extreme value analysis. W...

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Bibliographic Details

Main Authors:	Mohd Safari, Muhammad Aslam, Nakaegawa, Tosiyuki, Masseran, Nurulkamal
Format:	Article
Language:	en
Published:	Springer 2026
Subjects:	Statistics and Probability Environmental Science (all)
Online Access:	http://psasir.upm.edu.my/id/eprint/122897/1/122897.pdf http://psasir.upm.edu.my/id/eprint/122897/ https://link.springer.com/article/10.1007/s10651-025-00691-5?error=cookies_not_supported&code=367205eb-8de2-4370-82fd-fdb2df769d76
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