Implied volatility surface construction for commodity futures options traded in China

被引:2
|
作者
Xu, Wei [1 ]
Evic, Aleksandar [2 ]
Sevic, Zeljko [3 ]
机构
[1] Toronto Metropolitan Univ, Dept Math, Toronto, ON, Canada
[2] Trinity Coll Dublin, Trinity Business Sch, Dublin, Ireland
[3] Univ Utara Malaysia, Othman Yeop Abdullah Grad Sch Business, Sintok, Kedah, Malaysia
基金
加拿大自然科学与工程研究理事会;
关键词
Commodity futures option; Implied volatility; SVI model; Willow tree method; American option; Mean-reverting; WILLOW TREE METHOD; STOCHASTIC VOLATILITY; AMERICAN OPTIONS; STOCK RETURNS; BOND;
D O I
10.1016/j.ribaf.2022.101676
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
European futures options are not traded on the Chinese exchanges and that generates difficulties to calibrate fundamental market parameters, such as the implied volatilities. We propose an efficient willow tree method to resolve the problem of calibrating the implied volatility from American-style options. The proposed willow tree construction is independent of the volatility itself so as to minimize the cost of the calibration. We also apply the proposed method to calibrate the implied volatilities of most frequently traded options in the Chinese market, sugar and soybean meal, based on the daily closing prices, and construct the corresponding implied volatility surfaces. The results indicate the seasonality in the volatility of commodity spot prices and futures prices in China. Moreover, based on the implied volatility distortion close to the option maturity observed in our empirical results, we suggest a minimum tick price scheme to avoid the distortion and decrease of hedging costs.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Entropy as a measure of implied volatility in Options Market
    Taneja, H. C.
    Batra, Luckshay
    Gaur, Pulkit
    THIRD INTERNATIONAL CONFERENCE OF MATHEMATICAL SCIENCES (ICMS 2019), 2019, 2183
  • [42] Modelling the implied volatility surface based on Shanghai 50ETF options
    Wang, Jinzhong
    Chen, Shijiang
    Tao, Qizhi
    Zhang, Ting
    ECONOMIC MODELLING, 2017, 64 : 295 - 301
  • [43] Intermediary capital risk and commodity futures volatility
    Yin, Libo
    Nie, Jing
    Han, Liyan
    JOURNAL OF FUTURES MARKETS, 2021, 41 (05) : 577 - 640
  • [44] Volatility and Depth in Commodity and FX Futures Markets
    Aidov, Alexandre
    Lobanova, Olesya
    JOURNAL OF RISK AND FINANCIAL MANAGEMENT, 2021, 14 (11)
  • [45] Multifractal analysis of implied volatility in index options
    Oh, GabJin
    JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2014, 64 (11) : 1751 - 1757
  • [46] Futures Hedging Effectiveness with the Information of Implied Volatility Index
    Fang, Ming
    Chang, Chiu-Lan
    Yan, Sa
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON ECONOMICS, FINANCE AND STATISTICS (ICEFS 2017), 2017, 26 : 296 - 300
  • [47] Monotonicity of implied volatility for perpetual put options
    Ekstrom, Erik
    Mellquist, Ebba
    JOURNAL OF APPLIED PROBABILITY, 2024, 61 (01) : 301 - 310
  • [48] Distributions implied by exchange traded options: A ghost's smile?
    Cincibuch, M
    FINANCE A UVER, 2002, 52 (11): : 595 - 597
  • [49] Multifractal analysis of implied volatility in index options
    GabJin Oh
    Journal of the Korean Physical Society, 2014, 64 : 1751 - 1757
  • [50] Implied volatility and skewness surface
    Bruno Feunou
    Jean-Sébastien Fontaine
    Roméo Tédongap
    Review of Derivatives Research, 2017, 20 : 167 - 202