New influence measures in polytomous logistic regression models based on phi-divergence measures
| dc.contributor.author | Martín Apaolaza, Níriam | |
| dc.contributor.author | Pardo Llorente, Leandro | |
| dc.date.accessioned | 2023-06-19T13:24:51Z | |
| dc.date.available | 2023-06-19T13:24:51Z | |
| dc.date.issued | 2014 | |
| dc.description.abstract | We consider the asymptotic distribution of divergence-based influence measures which are an extension for polytomous logistic regression of an influence measure proposed in Johnson (1985), for binary logistic regression. A numerical example compares the classical Cook's distance with the divergence based influence measures. | |
| dc.description.department | Depto. de Estadística e Investigación Operativa | |
| dc.description.faculty | Fac. de Ciencias Matemáticas | |
| dc.description.refereed | TRUE | |
| dc.description.status | pub | |
| dc.eprint.id | https://eprints.ucm.es/id/eprint/26202 | |
| dc.identifier.citation | MartÍn, Nirian, y Leandro Pardo. «New Influence Measures in Polytomous Logistic Regression Models Based on Phi-Divergence Measures». Communications in Statistics - Theory and Methods, vol. 43, n.o 10-12, mayo de 2014, pp. 2311-21. DOI.org (Crossref), https://doi.org/10.1080/03610926.2013.839038. | |
| dc.identifier.doi | 10.1080/03610926.2013.839038 | |
| dc.identifier.issn | 0361-0926 | |
| dc.identifier.officialurl | https://doi.org/10.1080/03610926.2013.839038 | |
| dc.identifier.relatedurl | http://www.tandfonline.com/ | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14352/33601 | |
| dc.issue.number | 10-12 | |
| dc.journal.title | Communications in Statistics - Theory and Methods | |
| dc.page.final | 2321 | |
| dc.page.initial | 2311 | |
| dc.publisher | Taylor & Francis | |
| dc.relation.projectID | MTM 2012-3374 | |
| dc.relation.projectID | ECO-2011-25706 | |
| dc.rights.accessRights | metadata only access | |
| dc.subject.cdu | 519.2 | |
| dc.subject.keyword | Divergence measures | |
| dc.subject.keyword | Cook's distance | |
| dc.subject.keyword | Polytomous regression model | |
| dc.subject.keyword | Primary 62H15 | |
| dc.subject.keyword | Secondary 62H17 | |
| dc.subject.ucm | Estadística matemática (Matemáticas) | |
| dc.subject.unesco | 1209 Estadística | |
| dc.title | New influence measures in polytomous logistic regression models based on phi-divergence measures | |
| dc.type | journal article | |
| dc.volume.number | 43 | |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | a6409cba-03ce-4c3b-af08-e673b7b2bf58 | |
| relation.isAuthorOfPublication.latestForDiscovery | a6409cba-03ce-4c3b-af08-e673b7b2bf58 |