Multiple time scales and the exponential Ornstein-Uhlenbeck stochastic volatility model

被引:39
|
作者
Masoliver, Jaume [1 ]
Perello, Josep [1 ]
机构
[1] Univ Barcelona, Dept Fis Fonamental, E-08028 Barcelona, Spain
关键词
Stochastic volatility; long memory; leverage; Ornstein-Uhlenbeck process;
D O I
10.1080/14697680600727547
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We study the exponential Ornstein-Uhlenbeck stochastic volatility model and observe that the model shows a multiscale behaviour in the volatility autocorrelation. It also exhibits a leverage correlation and a probability profile for the stationary volatility which are consistent with market observations. All these features make the model quite appealing since it appears to be more complete than other stochastic volatility models also based on a two-dimensional diffusion. We finally present an approximate solution for the return probability density designed to capture the kurtosis and skewness effects.
引用
收藏
页码:423 / 433
页数:11
相关论文
共 50 条
  • [1] Calibrating the exponential Ornstein-Uhlenbeck multiscale stochastic volatility model
    Dubarry, Cyrille
    Douc, Randal
    [J]. QUANTITATIVE FINANCE, 2014, 14 (03) : 443 - 456
  • [2] Option pricing under stochastic volatility:: the exponential Ornstein-Uhlenbeck model
    Perello, Josep
    Sircar, Ronnie
    Masoliver, Jaume
    [J]. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2008,
  • [3] Variance swaps with double exponential Ornstein-Uhlenbeck stochastic volatility
    Kim, See-Woo
    Kim, Jeong-Hoon
    [J]. NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2019, 48 : 149 - 169
  • [4] A GENERAL ORNSTEIN-UHLENBECK STOCHASTIC VOLATILITY MODEL WITH LEVY JUMPS
    Hofmann, Karl Friedrich
    Schulz, Thorsten
    [J]. INTERNATIONAL JOURNAL OF THEORETICAL AND APPLIED FINANCE, 2016, 19 (08)
  • [5] Exact simulation of the Ornstein-Uhlenbeck driven stochastic volatility model
    Li, Chenxu
    Wu, Linjia
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2019, 275 (02) : 768 - 779
  • [6] OPTION PRICING UNDER ORNSTEIN-UHLENBECK STOCHASTIC VOLATILITY: A LINEAR MODEL
    Bormetti, Giacomo
    Cazzola, Valentina
    Delpini, Danilo
    [J]. INTERNATIONAL JOURNAL OF THEORETICAL AND APPLIED FINANCE, 2010, 13 (07) : 1047 - 1063
  • [7] Numerical Pricing of Options under the Exponential Ornstein-Uhlenbeck Stochastic Volatility Model based on a DG Technique
    Hozman, J.
    Tichy, T.
    [J]. PROCEEDINGS OF THE 44TH INTERNATIONAL CONFERENCE "APPLICATIONS OF MATHEMATICS IN ENGINEERING AND ECONOMICS", 2018, 2048
  • [8] An Uncertain Exponential Ornstein-Uhlenbeck Interest Rate Model with Uncertain CIR Volatility
    Mehrdoust, Farshid
    Najafi, Ali Reza
    [J]. BULLETIN OF THE IRANIAN MATHEMATICAL SOCIETY, 2020, 46 (05) : 1405 - 1420
  • [9] Variance and volatility swaps and options under the exponential fractional Ornstein-Uhlenbeck model
    Kim, Hyun-Gyoon
    Kim, See -Woo
    Kim, Jeong-Hoon
    [J]. NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2024, 72
  • [10] A Hierarchical Ornstein-Uhlenbeck Model for Stochastic Time Series Analysis
    Laitinen, Ville
    Lahti, Leo
    [J]. ADVANCES IN INTELLIGENT DATA ANALYSIS XVII, IDA 2018, 2018, 11191 : 188 - 199