Decision Making in Times of Knightian Uncertainty: An Info-Gap Perspective

Abstract: The distinction of risk vs uncertainty as made by Knight has important implications for policy selection. Assuming the former when the latter is relevant can lead to wrong decisions. With the aid of a stylized model that describes a bank’s decision on how to allocate loans, the authors discuss policy insights for decision making under Knightian uncertainty. They use the infogap robust satisficing approach to derive a trade-off between confidence and performance (analogous to confidence intervals in the Bayesian approach but without assignment of probabilities). The authors show that this trade off can be interpreted as a cost of robustness. They show that the robustness analysis can lead to a reversal of policy preference from the putative optimum. The authors then compare this approach to the min-max method which is the other main non-probabilistic approach available in the literature. They also consider conceptual proxies for robustness and demonstrate their use in qualitative analysis of financial architecture and monetary policy.

Location
Deutsche Nationalbibliothek Frankfurt am Main
Extent
Online-Ressource
Language
Englisch

Bibliographic citation
Decision Making in Times of Knightian Uncertainty: An Info-Gap Perspective ; volume:10 ; number:1 ; year:2016 ; extent:30
Economics / Journal articles. Journal articles ; 10, Heft 1 (2016) (gesamt 30)

Creator

DOI
10.5018/economics-ejournal.ja.2016-23
URN
urn:nbn:de:101:1-2412130959583.654200181591
Rights
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
Last update
15.08.2025, 7:25 AM CEST

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