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| Indexado |
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| DOI | 10.3390/MATH8050703 | ||||
| Año | 2020 | ||||
| Tipo | artículo de investigación |
Citas Totales
Autores Afiliación Chile
Instituciones Chile
% Participación
Internacional
Autores
Afiliación Extranjera
Instituciones
Extranjeras
The main object of this paper is to develop an alternative construction for the bimodal skew-normal distribution. The construction is based upon a study of the mixture of skew-normal distributions. We study some basic properties of this family, its stochastic representations and expressions for its moments. Parameters are estimated using the maximum likelihood estimation method. A simulation study is carried out to observe the performance of the maximum likelihood estimators. Finally, we compare the efficiency of the new distribution with other distributions in the literature using a real data set. The study shows that the proposed approach presents satisfactory results.
| Ord. | Autor | Género | Institución - País |
|---|---|---|---|
| 1 | Elal-Olivero, David | Hombre |
Universidad de Atacama - Chile
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| 2 | OLIVARES-PACHECO, JUAN FRANCISCO | Hombre |
Universidad de Atacama - Chile
|
| 3 | Venegas, Osvaldo | Hombre |
Universidad Católica de Temuco - Chile
|
| 4 | Bolfarine, Heleno | Hombre |
UNIV SAO PAULO - Brasil
Universidade de Sao Paulo - USP - Brasil Universidade de São Paulo - Brasil |
| 5 | GOMEZ-GERALDO, HECTOR WLADIMIR | Hombre |
Universidad de Antofagasta - Chile
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| Fuente |
|---|
| Vicerrectoria de Investigacion y Postgrado de la Universidad Catolica de Temuco |
| Vicerrector?a de Investigaci?n y Postgrado de la Universidad Cat?lica de Temuco |
| Vicerrectoria de Investigacion y Postgrado de la Universidad Catolica de Temuco, Projecto interno |
| Agradecimiento |
|---|
| The research of H. W. Gomez was supported by Grant SEMILLERO UA-2020 (Chile). The research of O. Venegas was supported by Vicerrectoria de Investigacion y Postgrado de la Universidad Catolica de Temuco, Projecto interno FEQUIP 2019-INRN-03. |
| The research of H.W. G?mez was supported by Grant SEMILLERO UA-2020 (Chile). The research of O. Venegas was supported by Vicerrector?a de Investigaci?n y Postgrado de la Universidad Cat?lica de Temuco, Projecto interno FEQUIP 2019-INRN-03. We acknowledge the referees' suggestions that helped us improve this work. |