群体中基于数据的先验概率修正程序

A Procedure for Revising Data-Based Priors in a Group

Management Science · 2024
被引 0
人大 A+FT50UTD24ABS 4*

中文导读

研究一群个体如何根据他人公布的先验概率来修正自己的先验概率,并探讨短期和长期内群体形成共同先验的可能性,对行为经济学和决策分析领域有参考价值。

Abstract

A group of individuals is interested in predicting the outcome of a current problem. Each individual has access to private data that are used to form a prior probability over possible outcomes. While individuals may be reluctant or unable to disclose their private data, they are willing to publish their priors. We characterize a procedure for revising the individuals’ prior probabilities based on the published priors of others and discuss its implications regarding the formation of a common prior in the group, both in the short and long run. This paper was accepted by Manel Baucells, behavioral economics and decision analysis. Funding: G. Gayer gratefully acknowledges support from ISF [Grant 1443/20].

数据驱动先验先验修正群体共识贝叶斯更新