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AI 根据所提供的论文材料归类:材料属于主观概率与偏好表示理论,未明确研究离散选择估计或其他给定细分方向。

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关注这篇论文的作者
Mark J. Schervish
Teddy Seidenfeld
Joseph B. Kadane

状态依赖效用

研究问题
当不同状态下何种结果算作恒定存在多种选择时,如何从同一组行动偏好中确定唯一的主观概率与状态依赖效用?
方法与思路
作者分析概率与状态依赖效用的等价表示,用货币与汇率例子解释恒定结果的选择,并引入由辅助实验决定状态和奖品的行动。
材料陈述的贡献
摘要称,概率唯一性依赖恒定结果的定义;作者给出无需恒定价值奖品的效用 elicitation 定理,并重新解释小世界问题。
阅读关注点
应核对等价表示所允许的变换、概率与效用唯一性的规范化含义,以及辅助实验所需的偏好条件与可实施性。
阅读边界
仅据版本未注明的索引摘要;具体公理、定理条件及证明未提供,不能判断实际偏好数据是否足以满足其唯一性要求。

原文摘要

Several axiom systems for preference among acts lead to a unique probability and a state-independent utility such that acts are ranked according to their expected utilities. These axioms have been used as a foundation for Bayesian decision theory and subjective probability calculus. In this article we note that the uniqueness of the probability is relative to the choice of what counts as a constant outcome. Although it is sometimes clear what should be considered constant, in many cases there are several possible choices. Each choice can lead to a different “unique” probability and utility. By focusing attention on state-dependent utilities, we determine conditions under which a truly unique probability and utility can be determined from an agent's expressed preferences among acts. Suppose that an agent's preference can be represented in terms of a probability P and a utility U. That is, the agent prefers one act to another iff the expected utility of that act is higher than that of the other. There are many other equivalent representations in terms of probabilities Q, which are mutually absolutely continuous with P, and state-dependent utilities V, which differ from U by possibly different positive affine transformations in each state of nature. We describe an example in which there are two different but equivalent state-independent utility representations for the same preference structure. They differ in which acts count as constants. The acts involve receiving different amounts of one or the other of two currencies, and the states are different exchange rates between the currencies. It is easy to see how it would not be possible for constant amounts of both currencies to have simultaneously constant values across the different states. Savage (1954, sec. 5.5) discovered a situation in which two seemingly equivalent preference structures are represented by different pairs of probability and utility. He attributed the phenomenon to the construction of a “small world.” We show that the small world problem is just another example of two different, but equivalent, representations treating different acts as constants. Finally, we prove a theorem (similar to one of Karni 1985) that shows how to elicit a unique state-dependent utility and does not assume that there are prizes with constant value. To do this, we define a new hypothetical kind of act in which both the prize to be awarded and the state of nature are determined by an auxiliary experiment.

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