Perturbing the structure in Gaussian Bayesian networks
dc.contributor.author | Susi García, María Del Rosario | |
dc.contributor.author | Navarro, H. | |
dc.contributor.author | Main Yaque, Paloma | |
dc.contributor.author | Gómez Villegas, Miguel Á. | |
dc.date.accessioned | 2023-06-20T16:40:34Z | |
dc.date.available | 2023-06-20T16:40:34Z | |
dc.date.issued | 2009 | |
dc.description.abstract | This paper introduces a n-way sensitivity analysis for Gaussian Bayesian networks where it studies the joint effect of variations in a set of similar parameters. The aim is to determine the sensitivity of the model when the parameters that describe the quantitative part are given by the structure of the graph. Therefore, with this analysis it studies the effect of uncertainty about the regression coefficients and the conditional variances of variables with their parents given in the graph. | |
dc.description.department | Depto. de Estadística y Ciencia de los Datos | |
dc.description.faculty | Fac. de Estudios Estadísticos | |
dc.description.refereed | TRUE | |
dc.description.status | pub | |
dc.eprint.id | https://eprints.ucm.es/id/eprint/9533 | |
dc.identifier.isbn | 1989-0567 | |
dc.identifier.uri | https://hdl.handle.net/20.500.14352/56705 | |
dc.issue.number | 1 | |
dc.language.iso | eng | |
dc.page.total | 19 | |
dc.publication.place | Madrid | |
dc.relation.ispartofseries | Cuadernos de Trabajo de la Escuela Universitaria de Estadística | |
dc.rights.accessRights | open access | |
dc.subject.ucm | Investigación operativa (Estadística) | |
dc.subject.unesco | 1207 Investigación Operativa | |
dc.title | Perturbing the structure in Gaussian Bayesian networks | |
dc.type | technical report | |
dspace.entity.type | Publication | |
relation.isAuthorOfPublication | 13d8b9f8-7ca8-4115-ab2f-6aa12784b434 | |
relation.isAuthorOfPublication | ec909d41-f0c0-40b7-9d6e-1346e1e9ef43 | |
relation.isAuthorOfPublication.latestForDiscovery | ec909d41-f0c0-40b7-9d6e-1346e1e9ef43 |
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