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发表状态已发表Published
题名The variable precision method for elicitation of probability weighting functions
作者
发表日期2020
发表期刊Decision Support Systems
ISSN/eISSN0167-9236
卷号128
摘要

This study introduces a nonparametric method to elicit decision weights under prospect theory. These weights carry the attitudes and subjective beliefs of individuals toward risks and uncertainties. Our variable precision method adopts a dynamic mechanism that can elicit the measuring points of individual probability weighting flexibly. These points are used to exhibit violations of expected utility theory, which measures individual risk attitudes and captures subjective beliefs on probabilities. Our method is flexible, tractable, and cognitively less demanding compared with other nonparametric elicitations in the literature. Experimental studies are conducted on a sample of Hong Kong (China) residents to verify our method. Our experimental results yield a prevailing inverse-S shape. We conduct the analyses and uncover their implications by comparing them with the results of residents of Beijing, Shanghai, Paris, and Amsterdam.

关键词Behavioral decision making Nonparametric elicitation Probability weighting Prospect theory Tradeoff method
DOI10.1016/j.dss.2019.113166
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收录类别SCIE ; SSCI
语种英语English
WOS研究方向Computer Science ; Operations Research & Management Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Operations Research & Management Science
WOS记录号WOS:000501403000009
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/1149
专题工商管理学院
通讯作者Chai, Junyi
作者单位
1.Division of Business and Management, Beijing Normal University-Hong Kong Baptist University United International College, Zhuhai, China
2.Department of Management and Marketing, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
第一作者单位北师香港浸会大学
通讯作者单位北师香港浸会大学
推荐引用方式
GB/T 7714
Chai, Junyi,Ngai, Wai Ting Eric. The variable precision method for elicitation of probability weighting functions[J]. Decision Support Systems, 2020, 128.
APA Chai, Junyi, & Ngai, Wai Ting Eric. (2020). The variable precision method for elicitation of probability weighting functions. Decision Support Systems, 128.
MLA Chai, Junyi,et al."The variable precision method for elicitation of probability weighting functions". Decision Support Systems 128(2020).
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