Ambiguity aversion, modern Bayesianism and small worlds

Open Res Eur. 2021 Mar 24:1:13. doi: 10.12688/openreseurope.13196.1. eCollection 2021.

Abstract

The central question of this paper is whether a rational agent under uncertainty can exhibit ambiguity aversion (AA). The answer to this question depends on the way the agent forms her probabilistic beliefs: classical Bayesianism (CB) vs modern Bayesianism (MB). We revisit Schmeidler's coin-based example and show that a rational MB agent operating in the context of a "small world", cannot exhibit AA. Hence we argue that the motivation of AA based on Schmeidler's coin-based and Ellsberg's classic urn-based examples, is poor, since they correspond to cases of "small worlds". We also argue that MB, not only avoids AA, but also proves to be normatively superior to CB because an MB agent (i) avoids logical inconsistencies akin to the relation between her subjective probability and objective chance, (ii) resolves the problem of "old evidence" and (iii) allows psychological detachment from actual evidence, hence avoiding the problem of "cognitive dissonance". As far as AA is concerned, we claim that it may be thought of as a (potential) property of large worlds, because in such worlds MB is likely to be infeasible.

Keywords: ambiguity aversion; classical bayesianism; modern bayesianism; small worlds; uncertainty.

Grants and funding

This research was financially supported by the European Union’s Horizon 2020 research and innovation programme under the grant agreement No 690268 (project DAFNE), No 700699 (project BRIGAID) and No 773782 (project COASTAL). Koundouri P and Samartzis P also acknowledge funding from Athens University of Economics and Business, project no. EP-2646-01.