PublicaciĂłn:
AN EXTENSION OF THE AKASH DISTRIBUTION: PROPERTIES, INFERENCE AND APPLICATION

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dc.creatorYOLANDA MAGALY GĂ“MEZ OLMOS
dc.creatorDIEGO IGNACIO GALLARDO MATELUNA
dc.creatorLUIS ALBERTO FIRINGUETTI LIMONE
dc.date2024
dc.date.accessioned2025-01-10T15:46:39Z
dc.date.available2025-01-10T15:46:39Z
dc.date.issued2024
dc.description.abstractIN THIS ARTICLE WE INTRODUCE AN EXTENSION OF THE AKASH DISTRIBUTION. WE USE THE SLASH METHODOLOGY TO MAKE THE KURTOSIS OF THE AKASH DISTRIBUTION MORE FLEXIBLE. WE STUDY THE GENERAL PROBABILITY DENSITY FUNCTION OF THIS NEW MODEL, SOME PROPERTIES, MOMENTS, SKEWNESS AND KURTOSIS COEFFICIENTS. STATISTICAL INFERENCE IS PERFORMED USING THE METHODS OF MOMENTS AND MAXIMUM LIKELIHOOD VIA THE EM ALGORITHM. A SIMULATION STUDY IS CARRIED OUT TO OBSERVE THE BEHAVIOR OF THE MAXIMUM LIKELIHOOD ESTIMATOR. AN APPLICATION TO A REAL DATA SET WITH HIGH KURTOSIS IS CONSIDERED, WHERE IT IS SHOWN THAT THE NEW DISTRIBUTION FITS BETTER THAN OTHER EXTENSIONS OF THE AKASH DISTRIBUTION.
dc.formatapplication/pdf
dc.identifier.doi10.3390/math12010031
dc.identifier.issn2227-7390
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/13608
dc.languagespa
dc.publisherMATHEMATICS
dc.relation.uri10.3390/math12010031
dc.rightsPUBLICADA
dc.subjectslash distribution
dc.subjectmaximum likelihood estimation
dc.subjectkurtosis
dc.subjectAkash distribution
dc.titleAN EXTENSION OF THE AKASH DISTRIBUTION: PROPERTIES, INFERENCE AND APPLICATION
dc.typeARTĂŤCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionDEPARTAMENTO DE ESTADISTICA
ubb.Otra ReparticionDEPARTAMENTO DE ESTADISTICA
ubb.Otra ReparticionDEPARTAMENTO DE ESTADISTICA
ubb.SedeCONCEPCIĂ“N
ubb.SedeCONCEPCIĂ“N
ubb.SedeCONCEPCIĂ“N
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