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Inaccurate parameters in Gaussian Bayesian networks

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Gómez Villegas, Miguel Á. and Main Yaque, Paloma and Susi García, Rosario (2008) Inaccurate parameters in Gaussian Bayesian networks. [ Cuadernos de Trabajo de la Escuela Universitaria de Estadística; nº 02/200, ]

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Abstract

To determine the effect of a set of inaccurate parameters in Gaussian Bayesian networks, it is necessary to study the sensitive of the model. With this aim we propose a sensitivity analysis based on comparing two differents models: the original model with the initial parameters assigned to the Gaussian Bayesian network and the perturbed model obtain afther perturbing a ser of inaccurate parameters with specific characteristics.


Item Type:Working Paper or Technical Report
Subjects:Sciences > Statistics > Operations research
Series Name:Cuadernos de Trabajo de la Escuela Universitaria de Estadística
Volume:
Number:02/200
ID Code:9526
Deposited On:15 Oct 2009 17:16
Last Modified:14 Mar 2016 11:32

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