The value of information in stopping problems

IF 1.2 3区 经济学 Q3 ECONOMICS Economic Theory Pub Date : 2023-12-26 DOI:10.1007/s00199-023-01543-8
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Abstract

We consider stopping problems in which a decision maker (DM) faces an unknown state of nature and decides sequentially whether to stop and take an irreversible action, or pay a fee and obtain additional information. We discuss the value and quality of information. The former is the maximal discounted expected total payment the DM can generate under a history-dependent fee scheme. We show that among all history-dependent fee schemes, the upfront fee scheme (as opposed, for instance, to pay-for-use) is optimal: it achieves the value of information. The effects on the optimal strategy of obtaining information from a more accurate source and of having a higher discount factor are distinct, as far as expected stopping time and its distribution are concerned. However, these factors have a similar effect in that they both enlarge the set of cases in which the optimal strategy prescribes waiting.

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信息在解决问题中的价值
摘要 我们考虑的停止问题是,决策者(DM)面对未知的自然状态,依次决定是停止并采取不可逆的行动,还是支付费用并获取更多信息。我们将讨论信息的价值和质量。前者是指在一个与历史相关的收费方案下,DM 所能产生的最大贴现预期总付款。我们证明,在所有与历史相关的收费方案中,预付费方案(与按使用付费等方案相反)是最优的:它实现了信息价值。就预期停止时间及其分布而言,从更准确的来源获取信息和较高的折扣系数对最优策略的影响是不同的。然而,这些因素的影响是相似的,即它们都扩大了最优策略需要等待的情况。
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来源期刊
Economic Theory
Economic Theory ECONOMICS-
CiteScore
2.50
自引率
23.10%
发文量
68
期刊介绍: The purpose of Economic Theory is to provide an outlet for research - in all areas of economics based on rigorous theoretical reasoning, and - on specific topics in mathematics which is motivated by the analysis of economic problems. Economic Theory''s scope encompasses - but is not limited to - the following fields. - classical and modern equilibrium theory - cooperative and non-cooperative game theory - macroeconomics - social choice and welfare - uncertainty and information, intertemporal economics (including dynamical systems) - public economics - international and developmental economics - financial economics, money and banking - industrial organization Economic Theory also publishes surveys if they clearly picture the basic ideas at work in some areas, the essential technical apparatus which is used and the central questions which remain open. The development of a productive dialectic between stylized facts and abstract formulations requires that economic relevance be at the forefront. Thus, correct, and innovative, mathematical analysis is not enough; it must be motivated by - and contribute to - the understanding of substantive economic problems. Officially cited as: Econ Theory
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