Towards uncertainty analysis of Bayesian networks

To study the effects of inaccuracies in the parameter probabilities of a Bayesian network, often a sensitivity analysis is performed. In such an analysis, one or more parameter probabilities are varied systematically, by means of which their functional relationship with an output probability of interest is established. For reasons of...