Perturbing the structure in Gaussian Bayesian networks

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dc.contributor.authorSusi García, María Del Rosario
dc.contributor.authorNavarro, H.
dc.contributor.authorMain Yaque, Paloma
dc.contributor.authorGómez Villegas, Miguel Á.
dc.date.accessioned2023-06-20T16:40:34Z
dc.date.available2023-06-20T16:40:34Z
dc.date.issued2009
dc.description.abstractThis 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.departmentDepto. de Estadística y Ciencia de los Datos
dc.description.facultyFac. de Estudios Estadísticos
dc.description.refereedTRUE
dc.description.statuspub
dc.eprint.idhttps://eprints.ucm.es/id/eprint/9533
dc.identifier.isbn1989-0567
dc.identifier.urihttps://hdl.handle.net/20.500.14352/56705
dc.issue.number1
dc.language.isoeng
dc.page.total19
dc.publication.placeMadrid
dc.relation.ispartofseriesCuadernos de Trabajo de la Escuela Universitaria de Estadística
dc.rights.accessRightsopen access
dc.subject.ucmInvestigación operativa (Estadística)
dc.subject.unesco1207 Investigación Operativa
dc.titlePerturbing the structure in Gaussian Bayesian networks
dc.typetechnical report
dspace.entity.typePublication
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relation.isAuthorOfPublication.latestForDiscoveryec909d41-f0c0-40b7-9d6e-1346e1e9ef43
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