4.2 Article

Joint desirability foundations of social choice and opinion pooling

期刊

ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE
卷 89, 期 10-11, 页码 965-1011

出版社

SPRINGER
DOI: 10.1007/s10472-021-09733-7

关键词

Arrow; Desirability; Social choice; Opinion pooling; Imprecise probabilities; Coherence

资金

  1. [PGC2018-098623-B-I00]

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This study develops joint foundations for social choice and opinion pooling using coherent sets of desirable gambles, and provides new perspectives on traditional social choice results. It argues that weak Pareto should be considered a rationality requirement, discusses the aggregation of experts' opinions based on probability and utility, and highlights the limitations of this framework with implications for statistics. The connection between the results of this study and earlier works in the literature is also explored.
We develop joint foundations for the fields of social choice and opinion pooling using coherent sets of desirable gambles, a general uncertainty model that allows to encompass both complete and incomplete preferences. This leads on the one hand to a new perspective of traditional results of social choice (in particular Arrow's theorem as well as sufficient conditions for the existence of an oligarchy and democracy) and on the other hand to using the same framework to analyse opinion pooling. In particular, we argue that weak Pareto (unanimity) should be given the status of a rationality requirement and use this to discuss the aggregation of experts' opinions based on probability and (state-independent) utility, showing some inherent limitation of this framework, with implications for statistics. The connection between our results and earlier work in the literature is also discussed.

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