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发表状态已发表Published
题名Dynamic volatility management: From conditional volatility to realized volatility
作者
发表日期2019
发表期刊Journal of Investment Strategies
ISSN/eISSN2047-1238
卷号8期号:2页码:37-67
摘要

The volatility of concern in conventional volatility-managed strategies such as volatility targeting and mean–variance optimization is the expected conditional volatility. However, for investors, it is the realized volatility that is important, because there is only one realization in the market. Simply managing the conditional volatility may not help regulate the realized volatility of the actual portfolio performance. This paper provides a multiperiod strategy that directly manages the realized volatility over a long horizon. More specifically, the strategy maximizes the expected portfolio value subject to an upper cap on the realized volatility. Our out-of-sample backtesting results show that this novel strategy delivers higher risk-adjusted returns than volatility targeting, and it successfully caps the realized volatility below the targeted level. The results are consistent across twelve equity markets and five targeted volatility levels.

关键词Least squares Monte Carlo Multiperiod portfolio management Realized volatility Volatility management Volatility target
DOI10.21314/JOIS.2019.109
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收录类别ESCI
语种英语English
WOS研究方向Business & Economics
WOS类目Business, Finance
WOS记录号WOS:000487750600002
Scopus入藏号2-s2.0-85073474760
引用统计
被引频次[WOS]:0   [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/9653
专题个人在本单位外知识产出
通讯作者Zhang, Rongju
作者单位
1.CSIRO Data61 (Commonwealth Scientific and Industrial Research Organization),RiskLab Australia,Door 34, Good Shed, Village Street, Docklands,3008,Australia
2.Centre for Quantitative Finance and Investment Strategies of Monash University,Monash University,9 Rainforest Walk, Clayton Campus,3800,Australia
3.National Australian Bank,700 Bourke Street, Docklands,3008,Australia
推荐引用方式
GB/T 7714
Zhang, Rongju,Langrené, Nicolas,Tian, Yuet al. Dynamic volatility management: From conditional volatility to realized volatility[J]. Journal of Investment Strategies, 2019, 8(2): 37-67.
APA Zhang, Rongju, Langrené, Nicolas, Tian, Yu, & Zhu, Zili. (2019). Dynamic volatility management: From conditional volatility to realized volatility. Journal of Investment Strategies, 8(2), 37-67.
MLA Zhang, Rongju,et al."Dynamic volatility management: From conditional volatility to realized volatility". Journal of Investment Strategies 8.2(2019): 37-67.
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