Making Sensitivity Analysis Computationally Efficient

Abstract

To investigate the robustness of the output probabilities of a Bayesian network, a sensitivity analysis can be performed. A one-way sensitivity analysis establishes, for each of the probability parameters of a network, a function expressing a posterior marginal probability of interest in terms of the parameter. Current methods for computing the coefficients… (More)

Topics

  • Presentations referencing similar topics