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
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ISSN/eISSN | 0167-9236 |
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 |
DOI | 10.1016/j.dss.2019.113166 |
URL | 查看来源 |
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 | |
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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