Measuring local sensitivity in Bayesian inference using a new class of metrics
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Tabassom Sedighi | Amin Hosseinian-Far | Alireza Daneshkhah | A. Daneshkhah | A. Hosseinian-Far | Tabassom Sedighi
[1] E. Gómez-Déniz,et al. A study of Bayesian local robustness with applications in actuarial statistics , 2010 .
[2] S. Basu. Uniform stability of posteriors , 2000 .
[3] Jim Q. Smith,et al. Multicausal Prior Families, Randomisation and Essential Graphs , 2002, Probabilistic Graphical Models.
[4] A. Daneshkhah. Estimation in causal graphical models , 2004 .
[5] Leonhard Held,et al. Sensitivity analysis for Bayesian hierarchical models , 2013, 1312.4797.
[6] Jim Q. Smith,et al. On the robustness of Bayesian networks to learning from non-conjugate sampling , 2010, Int. J. Approx. Reason..
[7] Victor I. Chang,et al. Approximating non-Gaussian Bayesian networks using minimum information vine model with applications in financial modelling , 2017, J. Comput. Sci..
[8] Fabrizio Ruggeri,et al. Robustness for Adversarial Risk Analysis , 2016 .
[9] L. Wasserman,et al. Local sensitivity diagnostics for Bayesian inference , 1995 .
[10] Jim Q. Smith,et al. Isoseparation and robustness in parametric Bayesian inference , 2012 .
[11] Omid Chatrabgoun,et al. Sustainable Maintenance Strategy Under Uncertainty in the Lifetime Distribution of Deteriorating Assets , 2017 .
[12] Robert G. Cowell. On Compatible Priors for Bayesian Networks , 1996, IEEE Trans. Pattern Anal. Mach. Intell..