Does the volatility of volatility risk forecast future stock returns?

被引:8
|
作者
Bu, Ruijun [1 ]
Fu, Xi [1 ]
Jawadi, Fredj [2 ]
机构
[1] Univ Liverpool, Management Sch, Chatham St, Liverpool L69 7ZH, Merseyside, England
[2] Univ Lille, 104 Ave Peuple Belge, F-59043 Lille, France
关键词
Stock return predictability; VIX options; Volatility of volatility; CBOE WIX; Corridor WIX; CROSS-SECTION; STOCHASTIC VOLATILITY; AGGREGATE VOLATILITY; TEMPORAL BEHAVIOR; ASSET RETURNS; VARIANCE; AVERSION; SUBSTITUTION; CONSUMPTION; PRICE;
D O I
10.1016/j.intfin.2019.02.001
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This study investigates whether the forward-looking volatility of aggregate volatility (VOV) risk forecasts future stock returns in the US equity market. We find that stocks with higher sensitivities to changes in VOV constructed from VIX options have higher future returns than those with lower sensitivities. In particular, VOV constructed from deep out-of-the-money put options has the strongest predictive power, and the strongest predictability of VOV betas is found for investment horizons between 10-day to 1-month. Our findings are robust after considering estimation uncertainty of VOV betas and controlling for common pricing factors. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:16 / 36
页数:21
相关论文
共 50 条
  • [1] STOCK RETURNS AND VOLATILITY
    BAILLIE, RT
    DEGENNARO, RP
    [J]. JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 1990, 25 (02) : 203 - 214
  • [2] Oil volatility risk and expected stock returns
    Christoffersen, Peter
    Pan, Xuhui
    [J]. JOURNAL OF BANKING & FINANCE, 2018, 95 : 5 - 26
  • [3] Idiosyncratic volatility, stock market volatility, and expected stock returns
    Guo, H
    Savickas, R
    [J]. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2006, 24 (01) : 43 - 56
  • [4] Stock Returns and the Volatility of Liquidity
    Pereira, Joao Pedro
    Zhang, Harold H.
    [J]. JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 2010, 45 (04) : 1077 - 1110
  • [5] EXPECTED STOCK RETURNS AND VOLATILITY
    FRENCH, KR
    SCHWERT, GW
    STAMBAUGH, RF
    [J]. JOURNAL OF FINANCIAL ECONOMICS, 1987, 19 (01) : 3 - 29
  • [6] A model for stock returns and volatility
    Ma, Tao
    Serota, R. A.
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 398 : 89 - 115
  • [7] Metal Returns, Stock Returns and Stock Market Volatility
    Zevallos, Mauricio
    del Carpio, Carlos
    [J]. REVISTA ECONOMIA, 2015, 38 (75): : 101 - 122
  • [8] Volatility risk premia and future commodity returns
    Haas Ornelas, Jose Renato
    Mauad, Roberto Baltieri
    [J]. JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 2019, 96 : 341 - 360
  • [9] Variation in option implied volatility spread and future stock returns
    DeLisle, R. Jared
    Diavatopoulos, Dean
    Fodor, Andy
    Kassa, Haimanot
    [J]. QUARTERLY REVIEW OF ECONOMICS AND FINANCE, 2022, 83 : 152 - 160
  • [10] Stock returns, implied volatility innovations, and the asymmetric volatility phenomenon
    Dennis, Patrick
    Mayhew, Stewart
    Stivers, Chris
    [J]. JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 2006, 41 (02) : 381 - 406