Publicación:
UNIT-POWER HALF-NORMAL DISTRIBUTION INCLUDING QUANTILE REGRESSION WITH APPLICATIONS TO MEDICAL DATA

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dc.creatorDARLIN MACARENA SOTO VÁSQUEZ
dc.creatorYOLANDA MAGALY GÓMEZ OLMOS
dc.date2024
dc.date.accessioned2025-01-10T15:51:27Z
dc.date.available2025-01-10T15:51:27Z
dc.date.issued2024
dc.description.abstractIN THIS PAPER, WE PRESENT THE UNIT-POWER HALF-NORMAL DISTRIBUTION, DERIVED FROM THE POWER HALF-NORMAL DISTRIBUTION, FOR DATA ANALYSIS IN THE OPEN UNIT INTERVAL. THE STATISTICAL PROPERTIES OF THE UNIT-POWER HALF-NORMAL MODEL ARE DESCRIBED IN DETAIL. SIMULATION STUDIES ARE CARRIED OUT TO EVALUATE THE PERFORMANCE OF THE PARAMETER ESTIMATORS. ADDITIONALLY, WE IMPLEMENT THE QUANTILE REGRESSION FOR THIS MODEL, WHICH IS APPLIED TO TWO REAL HEALTHCARE DATA SETS. OUR FINDINGS SUGGEST THAT THE UNIT POWER HALF-NORMAL DISTRIBUTION PROVIDES A ROBUST AND FLEXIBLE ALTERNATIVE FOR EXISTING MODELS FOR PROPORTION DATA.
dc.formatapplication/pdf
dc.identifier.doi10.3390/axioms13090599
dc.identifier.issn2075-1680
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/13975
dc.languagespa
dc.publisherAXIOMS
dc.relation.uri10.3390/axioms13090599
dc.rightsPUBLICADA
dc.subjectregression model
dc.subjectproportion data
dc.subjectpower half-normal distribution
dc.subjectmaximumlikelihood estimation
dc.titleUNIT-POWER HALF-NORMAL DISTRIBUTION INCLUDING QUANTILE REGRESSION WITH APPLICATIONS TO MEDICAL DATA
dc.typeARTÍCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionDEPARTAMENTO DE ESTADISTICA
ubb.Otra ReparticionDEPARTAMENTO DE ESTADISTICA
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
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