dc.creator | Alba Fernández, María Virtudes | es |
dc.creator | Jiménez Gamero, María Dolores | es |
dc.creator | Ariza López, Francisco Javier | es |
dc.date.accessioned | 2018-05-22T05:56:26Z | |
dc.date.available | 2018-05-22T05:56:26Z | |
dc.date.issued | 2018-04-30 | |
dc.identifier.citation | Alba Fernández, M.V., Jiménez Gamero, M.D. y Ariza López, F.J. (2018). Minimum penalized φ-divergence estimation under model misspecification. Entropy, 20 (329), 1-15. | |
dc.identifier.issn | 1099-4300 | es |
dc.identifier.uri | https://hdl.handle.net/11441/74879 | |
dc.description.abstract | This paper focuses on the consequences of assuming a wrong model for multinomial data when using minimum penalized φ-divergence, also known as minimum penalized disparity estimators, to estimate the model parameters. These estimators are shown to converge to a well-defined limit. An application of the results obtained shows that a parametric bootstrap
consistently estimates the null distribution of a certain class of test statistics for model misspecification detection. An illustrative application to the accuracy assessment of the thematic quality in a global land cover map is included. | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | MDPI | es |
dc.relation.ispartof | Entropy, 20 (329), 1-15. | |
dc.rights | Atribución-NoComercial-SinDerivadas 3.0 Estados Unidos de América | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Minimum penalized φ-divergence estimator | es |
dc.subject | Consistency | es |
dc.subject | Asymptotic normality | es |
dc.subject | Goodness-of-fit | es |
dc.subject | Bootstrap distribution estimator | es |
dc.subject | Thematic quality assessment | es |
dc.title | Minimum penalized φ-divergence estimation under model misspecification | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Estadística e Investigación Operativa | es |
dc.relation.projectID | CTM2015-68276-R | es |
dc.relation.projectID | MTM2017-89422-P | es |
dc.relation.publisherversion | http://www.mdpi.com/1099-4300/20/5/329/pdf | es |
dc.identifier.doi | 10.3390/e20050329 | es |
dc.contributor.group | Universidad de Sevilla. FQM153: Estadística e Investigación Operativa | es |
idus.format.extent | 15 p. | es |
dc.journaltitle | Entropy | es |
dc.publication.volumen | 20 | es |
dc.publication.issue | 329 | es |
dc.publication.initialPage | 1 | es |
dc.publication.endPage | 15 | es |
dc.contributor.funder | Ministerio de Economía y Competitividad (MINECO). España | |