Volatility Timing under Low-Volatility Strategy

波动性(金融) 文件夹 投资组合收益率 十分位 金融经济学 经济 计量经济学 隐含波动率 波动率互换 波动微笑 投资组合优化 波动性风险溢价 远期波动率 数学 统计
作者
Poh Ling Neo,Chyng Wen Tee
出处
期刊:The Journal of Portfolio Management [Euromoney Institutional Investor]
卷期号:48 (1): 133-146
标识
DOI:10.3905/jpm.2021.1.293
摘要

The authors show that the slope of the volatility decile portfolio’s return profile contains valuable information that can be used to time volatility under different market conditions in the United States. During good (bad) market conditions, the high- (low-) volatility portfolio produces the highest return. The authors proceed to devise a volatility timing strategy based on statistical tests on the slope of the volatility decile portfolio’s return profile. Volatility timing is achieved by being aggressive during strong growth periods and conservative during market downturns. Superior performance is obtained, with an additional return of 4.1% observed in the volatility timing strategy, resulting in a fivefold improvement on accumulated wealth, along with statistically significant improvement in the Sortini ratio and the information ratio. The authors also demonstrate that stocks in the high-volatility portfolio are more strongly correlated compared to stocks in the low-volatility portfolio. Hence, the profitability of the volatility timing strategy can be attributed to successfully holding a diversified portfolio during bear markets and holding a concentrated growth portfolio during bull markets. Key Findings ▪ The return profile of the volatility decile portfolio is time-varying. Its slope contains vital information on market condition—high-volatility portfolio outperforms low-volatility portfolio during good market condition, but underperforms during bad market condition. Since market regime and asset price behaviors are persistent, the slope parameter can be used to time volatility exposure. ▪ Holding the low-volatility portfolio benefits from the higher risk-adjusted return during general market condition. However, when the slope parameter is positive and statistically significant, it is optimal to hold the high-volatility portfolio for the subsequent period. This will ride on the higher return of high-volatility portfolio during strong growth periods. This leads to higher return and increased volatility, but both Sortini ratio and Information ratio exhibit statistically significant improvement. ▪ Stocks in the low-volatility portfolio are less correlated than stocks in the high-volatility portfolio. The outperformance of the volatility timing strategy formulated in this article can be attributed to holding a concentrated growth portfolio during good market conditions, and holding a diversified portfolio during bad market conditions, thus connecting the literature on low-volatility portfolio with studies on correlation structure and diversification.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
开心依珊完成签到,获得积分20
1秒前
1秒前
静静子完成签到,获得积分10
1秒前
董子钰完成签到 ,获得积分10
1秒前
研友_VZG7GZ应助喵喵喵采纳,获得10
1秒前
李卓玲完成签到,获得积分20
1秒前
wangQ完成签到 ,获得积分10
2秒前
weishao发布了新的文献求助10
2秒前
2秒前
2秒前
追寻南晴完成签到,获得积分10
3秒前
3秒前
CipherSage应助安静真采纳,获得10
3秒前
碧蓝的雅晴完成签到,获得积分10
4秒前
星辰大海应助辛勤的志泽采纳,获得10
4秒前
1c发布了新的文献求助10
4秒前
4秒前
无奈秋蝶发布了新的文献求助10
4秒前
端庄的心情完成签到 ,获得积分10
4秒前
5秒前
旺仔牛奶完成签到,获得积分10
5秒前
6秒前
6秒前
AZN完成签到,获得积分10
6秒前
7秒前
7秒前
7秒前
精明的口红完成签到 ,获得积分10
7秒前
7秒前
爱吃小笼包完成签到,获得积分20
7秒前
ZhaoY发布了新的文献求助10
8秒前
共享精神应助jadexu采纳,获得10
10秒前
琮博完成签到,获得积分10
10秒前
乖加油完成签到,获得积分20
10秒前
hhh发布了新的文献求助10
10秒前
zzz发布了新的文献求助10
10秒前
11秒前
11秒前
丘比特应助大溺采纳,获得10
12秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Organometallic Chemistry of the Transition Metals 800
Chemistry and Physics of Carbon Volume 18 800
The Organometallic Chemistry of the Transition Metals 800
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
The formation of Australian attitudes towards China, 1918-1941 640
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6438535
求助须知:如何正确求助?哪些是违规求助? 8252623
关于积分的说明 17561862
捐赠科研通 5496842
什么是DOI,文献DOI怎么找? 2898983
邀请新用户注册赠送积分活动 1875671
关于科研通互助平台的介绍 1716475