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The optimal sequential information acquisition structure: A rational utility-maximizing perspective

机译:最佳顺序信息获取结构:合理的效用最大化观点

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摘要

We consider a rational utility maximizer decision maker (DM) who must gather two pieces of information from a set of multidimensional products before making a choice. We analyze the resulting sequential information acquisition process where the DM tries to find the best possible product subject to his information acquisition constraint. In addition, we introduce publicly observable signals that allow the DM to update his expected utility functions following a standard Bayesian learning rule. Even though it seems intuitively plausible to assume that the transmission of positive and credible information may lead DMs to accept any product signaled more eagerly, this paper illustrates how transmitting credible positive information is not sufficient to decrease the rejection probability faced by the information sender on its set of products. A significant difference in product rejection probabilities arises depending on the characteristic on which signals are issued, as will be illustrated numerically for both risk-neutral and risk-averse DMs.
机译:我们考虑一个理性的效用最大化决策者(DM),他必须在做出选择之前从一组多维产品中收集两条信息。我们分析由此产生的顺序信息获取过程,在此过程中,DM会尝试根据其信息获取约束条件来找到最佳的产品。此外,我们引入了可公开观察的信号,这些信号使DM可以遵循标准的贝叶斯学习规则来更新其预期的效用函数。即使直观地认为肯定和可信信息的传输可能导致DM接受更急切的信号产品似乎在直观上似乎合理,但本文仍说明了如何传输可信的肯定信息不足以降低信息发送方在其上面临的拒绝概率产品集。产品发布概率的显着差异取决于发出信号的特性,如风险中性和风险厌恶DM的数字所示。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2014年第14期|3419-3435|共17页
  • 作者单位

    Department of Mathematics and Statistics, York University, Toronto M3J 1P3, Canada,Polo Tecnologico IISS G. Galilei, Via Cadoma 14, 39100 Bolzano, Italy;

    Departamento de Economia Aplicada Ⅱ and Instituto Complutense de Estudios Internacionales, Universidad Complutense de Madrid, Campus de Somosaguas, 28223 Pozuelo, Spain;

    Business Systems and Analytics Department, Lindback Distinguished Chair of Information Systems and Decision Sciences, La Salle University, Philadelphia, PA 19141, USA,Business Information Systems Department, Faculty of Business Administration and Economics, University of Paderborn, D-33098 Paderborn, Germany;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Utility theory; Information acquisition; Learning; Rationality; Strategic behavior;

    机译:效用理论;信息获取;学习;理性;战略行为;
  • 入库时间 2022-08-18 02:59:37

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