季节性情感失调与货币市场

IF 4.4 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
John Arabadjis, Michael Melvin, Robert Savage, John Velis
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引用次数: 0

摘要

哈里·马科维茨(Harry Markowitz)因其1952年的效用理论而被称为行为金融学之父。我们研究了一个适用于货币市场的行为问题:季节性情感障碍(SAD)。随着秋天(春天)白天变短(变长),由于SAD相关的抑郁变化,投资者变得更(更少)厌恶风险。我们的实证结果与全球股票风险承担的变化以及货币对冲投资组合的相关变化是一致的。在白昼时间较长的春夏季节,我们发现欧元空头头寸增加的证据。这与投资者在全球股市承担更多风险、增加货币空头头寸以对冲外汇敞口的情况是一致的。在白昼时间缩短的季节,欧元持有量的这种变化是相反的,这与风险厌恶情绪加剧导致风险投资减少、货币对冲减少的情况是一致的。对于货币收益,我们发现春夏季节较大的卖空与长日季节的货币贬值有关。在短日交易季节,与削减对冲头寸相关的货币买入会导致货币升值。我们发现SAD对季节性货币收益的影响与股票收益的证据非常相似。最后,我们构建并回测了一个受萨德启发的货币投资组合。我们发现,将春夏风险对SAD的影响与较长的天数和SAD相关抑郁症的恢复进行交易,具有不错的正风险调整后的表现,并且随着时间的推移表现出相当一致的表现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Seasonal affective disorder and currency markets

Harry Markowitz is known as the grandfather of behavioral finance based on his 1952 work on utility theory. We study a behavioral issue applied to the currency market: seasonal affective disorder (SAD). As the days grow shorter (longer) in fall (spring), investors become more (less) risk averse due to changes in depression related to SAD. Our empirical results are consistent with changes in risk-taking in global equities and the associated change in currency hedging portfolios. In the spring/summer season of long daylight hours, we find evidence of greater short positions for the euro. This is consistent with investors taking more risk in global equities and adding to their currency shorts to hedge the FX exposure. Such changes in euro holdings are reversed in the season of shorter daylight hours, consistent with risky investments being reduced due to greater risk aversion so currency hedges are reduced. For currency returns, we find that the greater shorting in spring–summer is associated with currency depreciation over the season of long days. In the season of short days, currency buying associated with cutting hedging positions leads to currency appreciation. We find that the SAD influence on seasonal currency returns is much like the evidence for equity returns. Finally, we construct and backtest a SAD-inspired currency portfolio. We find that trading the spring/summer risk-on SAD effect from longer days and recovery from SAD-related depression had a decent positive risk-adjusted performance and displayed fairly consistent performance over time.

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来源期刊
Annals of Operations Research
Annals of Operations Research 管理科学-运筹学与管理科学
CiteScore
7.90
自引率
16.70%
发文量
596
审稿时长
8.4 months
期刊介绍: The Annals of Operations Research publishes peer-reviewed original articles dealing with key aspects of operations research, including theory, practice, and computation. The journal publishes full-length research articles, short notes, expositions and surveys, reports on computational studies, and case studies that present new and innovative practical applications. In addition to regular issues, the journal publishes periodic special volumes that focus on defined fields of operations research, ranging from the highly theoretical to the algorithmic and the applied. These volumes have one or more Guest Editors who are responsible for collecting the papers and overseeing the refereeing process.
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