Ambiguity Aversion, Robustness, and the Variational Representation of Preferences
Fabio Maccheroni, Mássimo Marinacci, Aldo Rustichini
Abstract
Fabio Maccheroni, Mássimo Marinacci, Aldo Rustichini
Abstract
We characterize, in the Anscombe–Aumann framework, the preferences for which there are a utility functionu on outcomes and an ambiguity indexc on the set of probabilities on the states of the world such that, for all acts f and g, . The function u represents the decision maker's risk attitudes, while the index c captures his ambiguity attitudes. These preferences include the multiple priors preferences of Gilboa and Schmeidler and the multiplier preferences of Hansen and Sargent. This provides a rigorous decision-theoretic foundation for the latter model, which has been widely used in macroeconomics and finance.
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We characterize, in the Anscombe–Aumann framework, the preferences for which there are a utility functionu on outcomes and an ambiguity indexc on the set of probabilities on the states of the world such that, for all acts f and g, . The function u represents the decision maker's risk attitudes, while the index c captures his ambiguity attitudes. These preferences include the multiple priors preferences of Gilboa and Schmeidler and the multiplier preferences of Hansen and Sargent. This provides a rigorous decision-theoretic foundation for the latter model, which has been widely used in macroeconomics and finance.
Key concepts: Ambiguity aversion, Ambiguity, Mathematical economics, Prior probability, Robustness (evolution), Expected utility hypothesis, Knightian uncertainty, Decision maker