Publicaciones en las que colabora con PALOMA MAIN YAQUE (23)

2014

  1. Sensitivity to evidence in Gaussian Bayesian networks using mutual information

    Information Sciences, Vol. 275, pp. 115-126

  2. Sensitivity to hyperprior parameters in Gaussian Bayesian networks

    Journal of Multivariate Analysis, Vol. 124, pp. 214-225

2013

  1. Assessing the effect of kurtosis deviations from Gaussianity on conditional distributions

    Applied Mathematics and Computation, Vol. 219, Núm. 21, pp. 10499-10505

  2. The effect of block parameter perturbations in Gaussian Bayesian networks: Sensitivity and robustness

    Information Sciences, Vol. 222, pp. 439-458

2011

  1. Evaluating the difference between graph structures in Gaussian Bayesian networks

    Expert Systems with Applications, Vol. 38, Núm. 10, pp. 12409-12414

  2. The Effect of Non-normality in the Power Exponential Distributions

    Modern Mathematical Tools and Techniques in Capturing Complexity (Springer Berlin, Heidelberg), pp. 119-129

  3. The effect of non-normality in the power exponential distributions

    Understanding Complex Systems, Vol. 2011, pp. 119-129

2010

  1. Dealing with uncertainty in Gaussian Bayesian networks from a regression perspective

    Proceedings of the 5th European Workshop on Probabilistic Graphical Models, PGM 2010

  2. Relative sensitivity of conditional distributions to kurtosis deviations in the joint model

    Procedia - Social and Behavioral Sciences

  3. Sensitivity to hyperprior parameters in Gaussian Bayesian networks

    Cuadernos de Trabajo de la Facultad de Estudios Estadísticos

2009

  1. A Bayesian analysis for the multivariate point null testing problem

    Statistics, Vol. 43, Núm. 4, pp. 379-391

  2. Estudio de los parámetros de una red Bayesiana Gaussiana

    XXXI Congreso Nacional de Estadística e Investigación Operativa ; V Jornadas de Estadística Pública: Murcia, 10-13 de febrero de 2009 : Libro de Actas

  3. Perturbing the structure in Gaussian Bayesian networks

    Cuadernos de Trabajo de la Facultad de Estudios Estadísticos

2008

  1. Extreme inaccuracies in Gaussian Bayesian networks

    Journal of Multivariate Analysis, Vol. 99, Núm. 9, pp. 1929-1940

  2. Inaccurate parameters in Gaussian Bayesian networks.

    Cuadernos de Trabajo de la Facultad de Estudios Estadísticos

  3. Sensitivity of Gaussian Bayesian networks to inaccuracies in their parameters

    Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008

2007

  1. Contraste de hipótesis nula puntual multivariante para variables normales correladas

    XXX Congreso Nacional de Estadística e Investigación Operativa y de las IV Jornadas de Estadística Pública: actas

  2. Robustez en Redes Bayesianas Gaussianas

    XXX Congreso Nacional de Estadística e Investigación Operativa y de las IV Jornadas de Estadística Pública: actas

  3. Sensitivity analysis in Gaussian bayesian networks using a divergence measure

    Communications in Statistics - Theory and Methods, Vol. 36, Núm. 3, pp. 523-539

2006

  1. Sensitivity analysis of extreme inaccuracies in Gaussian Bayesian networks

    Proceedings of the 3rd European Workshop on Probabilistic Graphical Models, PGM 2006