Abstract
In this paper, component importance and sensitivity analysis in Bayesian networks are reviewed and a strategy for the case of non-deterministic structures is proposed. A complex system example is analyzed by the methods of Birnbaum's derivative, variance-based sensitivity analysis in deterministic structures and non-deterministic structures respectively. The results are compared and demonstrate the feasibility of the proposed strategy for non-deterministic structures in Bayesian networks.
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