Modeling wind energy flux by a Birnbaum-Saunders distribution with an unknown shift parameter

Víctor Leiva, Emilia Athayde, Cecilia Azevedo, Carolina Marchant

Resultado de la investigación: Contribución a una revistaArtículorevisión exhaustiva

49 Citas (Scopus)

Resumen

In this paper, we discuss a Birnbaum-Saunders distribution with an unknown shift parameter and apply it to wind energy modeling. We describe structural aspects of this distribution including properties, moments, mode and hazard and shape analyses. We also discuss estimation, goodness of fit and diagnostic methods for this distribution. A computational implementation in R language of the obtained results is provided. Finally, we apply such results to two unpublished real wind speed data from Chile, which allows us to show the characteristics of this statistical distribution and to model wind energy flux.

Idioma originalInglés
Páginas (desde-hasta)2819-2838
Número de páginas20
PublicaciónJournal of Applied Statistics
Volumen38
N.º12
DOI
EstadoPublicada - dic. 2011
Publicado de forma externa

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