International evidence of the forecasting ability of option-implied distributions

IF 3.4 3区 经济学 Q1 ECONOMICS Journal of Forecasting Pub Date : 2024-02-19 DOI:10.1002/for.3091
Pedro Serrano, Antoni Vaello-Sebastià, M. Magdalena Vich Llompart
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Abstract

This paper analyzes the forecasting ability of option-implied distributions of 12 stock indexes representative of the most relevant economic regions for a long period ranging from 1996 to 2021. After performing alternative tests, the rejection of the forecasting ability of the risk-neutral densi (RNDs) is not evident, since results are mixed depending on the test performed and market studied: The forecasting ability of the RNDs of East Asian indexes as well as other smaller European economies cannot be discarded. In addition, subjective (actual) probability densit (SPDs) resulting from the risk adjustments of the RNDs using constanCRRA) preferences improve substantially the test results, leading to a general failure to reject their forecasting ability.

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期权隐含分布预测能力的国际证据
本文分析了从 1996 年到 2021 年这一较长时期内代表最相关经济区域的 12 种股票指数的期权推测分布的预测能力。在进行了其他测试后,风险中性指数(RNDs)预测能力的否定并不明显,因为根据所进行的测试和研究的市场不同,结果也不尽相同:东亚指数和其他较小的欧洲经济体的风险中性指数的预测能力不能被否定。此外,使用 ConstanCRRA 偏好对 RNDs 进行风险调整后得出的主观(实际)概率密度(SPDs)大大改善了测试结果,导致普遍无法否定其预测能力。
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来源期刊
CiteScore
5.40
自引率
5.90%
发文量
91
期刊介绍: The Journal of Forecasting is an international journal that publishes refereed papers on forecasting. It is multidisciplinary, welcoming papers dealing with any aspect of forecasting: theoretical, practical, computational and methodological. A broad interpretation of the topic is taken with approaches from various subject areas, such as statistics, economics, psychology, systems engineering and social sciences, all encouraged. Furthermore, the Journal welcomes a wide diversity of applications in such fields as business, government, technology and the environment. Of particular interest are papers dealing with modelling issues and the relationship of forecasting systems to decision-making processes.
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