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SKEW-REFLECTED-GOMPERTZ INFORMATION QUANTIFIERS WITH APPLICATION TO SEA SURFACE TEMPERATURE RECORDS

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dc.creatorJAVIER ESTEBAN CONTRERAS REYES
dc.date2019
dc.date.accessioned2025-01-10T15:09:00Z
dc.date.available2025-01-10T15:09:00Z
dc.date.issued2019
dc.description.abstractTHE SKEW-REFLECTED-GOMPERTZ (SRG) DISTRIBUTION, INTRODUCED BY HOSSEINZADEH ET AL. (J. COMPUT. APPL. MATH. (2019) 349, 132?141), PRODUCES TWO-PIECE ASYMMETRIC BEHAVIOR OF THE GOMPERTZ (GZ) DISTRIBUTION, WHICH EXTENDS THE POSITIVE TO A WHOLE DOMINION BY AN EXTRA PARAMETER. THE SRG DISTRIBUTION ALSO PERMITS A BETTER FIT THAN ITS WELL-KNOWN CLASSICAL COMPETITORS, NAMELY THE SKEW-NORMAL AND EPSILON-SKEW-NORMAL DISTRIBUTIONS, FOR DATA WITH A HIGH PRESENCE OF SKEWNESS. IN THIS PAPER, WE STUDY INFORMATION QUANTIFIERS SUCH AS SHANNON AND RÉNYI ENTROPIES, AND KULLBACK?LEIBLER DIVERGENCE IN TERMS OF EXACT EXPRESSIONS OF GZ INFORMATION MEASURES. WE FIND THE ASYMPTOTIC TEST USEFUL TO COMPARE TWO SRG-DISTRIBUTED SAMPLES. FINALLY, AS A REAL-WORLD DATA EXAMPLE, WE APPLY THESE RESULTS TO SOUTH PACIFIC SEA SURFACE TEMPERATURE RECORDS.
dc.formatapplication/pdf
dc.identifier.doi10.3390/math7050403
dc.identifier.issn2227-7390
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/10654
dc.languagespa
dc.publisherMATHEMATICS
dc.relation.uri10.3390/math7050403
dc.rightsPUBLICADA
dc.titleSKEW-REFLECTED-GOMPERTZ INFORMATION QUANTIFIERS WITH APPLICATION TO SEA SURFACE TEMPERATURE RECORDS
dc.title.alternativeCUANTIFICADORES DE INFORMACIÓN SKEW-REFLECTED-GOMPERTZ CON APLICACIÓN A REGISTROS DE TEMPERATURA DE LA SUPERFICIE DEL MAR
dc.typeARTÍCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionDEPARTAMENTO DE ESTADISTICA
ubb.SedeCONCEPCIÓN
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