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Ambiguous Aggregation of Expert Opinions: The Case of Optimal R&D Investment AgEcon
Athanassoglou, Stergios; Bosetti, Valentina; Maere d'Aertrycke, Gauthier de.
How should a decision-maker allocate R&D funds when a group of experts provides divergent estimates on a technology's potential effectiveness? To address this question, we propose a simple decision-theoretic framework that takes into account ambiguity over the aggregation of expert opinion and a decision-maker's attitude towards it. In line with the paper's focus on R&D investment, decision variables in our model may affect experts' subjective probability distributions of the future potential of a technology. Using results from convex optimization, we are able to establish a number of analytical results including a closed-form expression of our model's value function, as well as a thorough investigation of its differentiability properties. We apply...
Tipo: Working Paper Palavras-chave: Ambiguity; Expert Opinions; R&D; Convex/Conic Optimization; Aggregation; Research and Development/Tech Change/Emerging Technologies; C61; D81; Q42.
Ano: 2012 URL: http://purl.umn.edu/121719
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