Pairwise Normalization: A Neuroeconomic Theory of Multi-Attribute Choice

P. Landry, Ryan Webb
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引用次数: 32

Abstract

We present a theory of multi-attribute choice founded in the neuroscience of perception. According to our theory, valuation is formed through a series of pairwise, attribute-level comparisons implemented by (divisive) normalization — a normatively-grounded form of relative value coding observed across sensory modalities and in species ranging from honeybees to humans. As we demonstrate, “pairwise normalization” captures a broad range of behavioral regularities, including the compromise and asymmetric dominance effects, the diversification bias in allocation decisions, and majority-rule preference cycles (among several others). The model also offers a potential neurobiological foundation for Cobb-Douglas preferences and other classic microeconomic preference representations.
两两归一化:多属性选择的神经经济学理论
我们提出了一种基于感知神经科学的多属性选择理论。根据我们的理论,估值是通过(分裂)归一化实现的一系列两两属性水平比较形成的。归一化是一种基于规范的相对价值编码形式,在从蜜蜂到人类的各种感官模式中都可以观察到。正如我们所展示的,“两两归一化”捕获了广泛的行为规律,包括妥协和不对称优势效应,分配决策中的多样化偏差,以及多数规则偏好周期(以及其他几个)。该模型还为柯布-道格拉斯偏好和其他经典的微观经济学偏好表征提供了潜在的神经生物学基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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