Somewhere Between Utopia and Dystopia: Choosing From Multiple Incomparable Prospects

A-Tier
Journal: Journal of Business & Economic Statistics
Year: 2020
Volume: 38
Issue: 3
Pages: 502-515

Authors (3)

Gordon Anderson (not in RePEc) Thierry Post (not in RePEc) Yoon-Jae Whang (Seoul National University)

Score contribution per author:

1.341 = (α=2.01 / 3 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

In many fields of decision making, choices have to be made from multiple alternatives, but stochastic dominance rules do not yield a complete ordering due to incomparability of some or all of the prospects. For ranking incomparable prospects, a “Utopia Index” measuring the proximity to a lower envelope of integrated distribution functions is proposed. Economic interpretations in terms of Expected Utility are provided for the envelope and deviations from it. The analysis generalizes the existing Almost Stochastic Dominance concept from pairwise comparison to a joint analysis of an arbitrary number of prospects. The limit distribution for the empirical counterpart of the index for a general class of dynamic processes is derived together with a consistent and feasible inference procedure based on subsampling techniques. Empirical applications to Chinese household income data and historical investment returns data show that, in every choice set, a single prospect is ranked above all alternatives at conventional significance levels, despite the incomparability problem.

Technical Details

RePEc Handle
repec:taf:jnlbes:v:38:y:2020:i:3:p:502-515
Journal Field
Econometrics
Author Count
3
Added to Database
2026-01-29