Journal article

The value of information from multiple sources of uncertainty in decision analysis

D Samson, A Wirth, J Rickard

European Journal of Operational Research | Published : 1989

Abstract

In decision analysis, the expected value of information is a well known and used concept, where the value of information about sources of uncertainty are normally considered one at a time. When information is potentially available for more than one source of uncertainty in a decision problem and the decision maker must choose which sets of information to acquire, the nonlinearities and discontinuities which are inherent to the problem result in general non-additivity of information values. Additivity of the expected value of perfect information (EVPI) occurs only under certain conditions, and for a large proportion of decision problems, EVPIs are not even approximately additive. This paper p..

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