Publicación:
FUZZY E-BAYESIAN AND HIERARCHICAL BAYESIAN ESTIMATIONS ON THE KUMARASWAMY DISTRIBUTION USING CENSORING DATA

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dc.creatorMANUEL JESÚS PEREIRA BARAHONA
dc.date2017
dc.date.accessioned2025-01-10T14:40:34Z
dc.date.available2025-01-10T14:40:34Z
dc.date.issued2017
dc.description.abstractTHE MAIN PURPOSE OF THIS PAPER IS TO PROVIDE A METHODOLOGY FOR DISCUSSING THE FUZZY. THIS APPROACH WILL BE USED TO CREATE THE FUZZY E-BAYESIAN AND HIERARCHICAL BAYESIAN ESTIMATIONS OF KUMARASWAMY DISTRIBUTION UNDER CENSORING DATA BY INTRODUCING AND APPLYING A THEOREM CALLED "RESOLUTION IDENTITY" FOR FUZZY SETS. IN OTHER WORDS, MODEL PARAMETERS ARE ASSUMED TO BE FUZZY RANDOM VARIABLES. THE AUTHORS ALSO USE COMPUTATIONAL METHODS WU 2003. FOR THIS PURPOSE, THE ORIGINAL PROBLEM IS TRANSFORMED INTO A NONLINEAR PROGRAMMING PROBLEM WHICH IS THEN DIVIDED UP INTO FOUR SUB-PROBLEMS TO SIMPLIFY COMPUTATIONS. FINALLY, THE RESULTS OBTAINED FOR THE SUB-PROBLEMS CAN BE USED TO DETERMINE THE MEMBERSHIP FUNCTIONS OF THE FUZZY E-BAYESIAN AND HIERARCHICAL BAYESIAN ESTIMATIONS.
dc.formatapplication/pdf
dc.identifier.doi10.4018/IJFSA.2016040106
dc.identifier.issn2156-1761
dc.identifier.issn2156-177X
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/8474
dc.languagespa
dc.publisherINTERNATIONAL JOURNAL OF FUZZY SYSTEM APPLICATIONS
dc.relation.uri10.4018/IJFSA.2016040106
dc.rightsPUBLICADA
dc.titleFUZZY E-BAYESIAN AND HIERARCHICAL BAYESIAN ESTIMATIONS ON THE KUMARASWAMY DISTRIBUTION USING CENSORING DATA
dc.title.alternativeESTIMACIONES E-BAYESIANAS Y JERÁRQUICAS BAYESIANAS DIFUSAS SOBRE LA DISTRIBUCIÓN DE KUMARASWAMY UTILIZANDO DATOS DE CENSURA
dc.typeARTÍCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionDEPARTAMENTO DE ESTADISTICA
ubb.SedeCONCEPCIÓN
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