Penalized likelihood approach for the four-parameter kappa distribution

The four-parameter kappa distribution (K4D) is a generalized form of some commonly used distributions such as generalized logistic, generalized Pareto, generalized Gumbel, and generalized extreme value (GEV) distributions. Owing to its flexibility, the K4D is widely applied in modeling in several fi...

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Veröffentlicht in:	Journal of applied statistics 2022-04, Vol.49 (6), p.1559-1573
Hauptverfasser:	Papukdee, Nipada, Park, Jeong-Soo, Busababodhin, Piyapatr
Format:	Artikel
Sprache:	eng
Schlagworte:	Beta function Extreme values Flexibility Hydrology L-moments likelihood-based inference Mathematical models Maximum likelihood estimators meteorological data Modelling Monte Carlo simulation Parameters Penalty function quantile estimation Statistical methods
Online-Zugang:	Volltext
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