Generalized Mean-Reverting 4/2 Factor Model

被引:7
作者
Cheng, Yuyang [1 ]
Escobar-Anel, Marcos [1 ]
Gong, Zhenxian [1 ]
机构
[1] Western Univ, Dept Stat & Actuarial Sci, London, ON N6A 3K7, Canada
关键词
stochastic covariance; 4/2; model; option pricing; risk measures; STOCHASTIC VOLATILITY; HESTON; CALIBRATION; OPTIONS;
D O I
10.3390/jrfm12040159
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper proposes and investigates a multivariate 4/2 Factor Model. The name 4/2 comes from the superposition of a CIR term and a 3/2-model component. Our model goes multidimensional along the lines of a principal component and factor covariance decomposition. We find conditions for well-defined changes of measure and we also find two key characteristic functions in closed-form, which help with pricing and risk measure calculations. In a numerical example, we demonstrate the significant impact of the newly added 3/2 component (parameter b) and the common factor (a), both with respect to changes on the implied volatility surface (up to 100%) and on two risk measures: value at risk and expected shortfall where an increase of up to 29% was detected.
引用
收藏
页数:21
相关论文
共 25 条
  • [1] Pricing currency derivatives under the benchmark approach
    Baldeaux, Jan
    Grasselli, Martino
    Platen, Eckhard
    [J]. JOURNAL OF BANKING & FINANCE, 2015, 53 : 34 - 48
  • [2] A general closed-form spread option pricing formula
    Caldana, Ruggero
    Fusai, Gianluca
    [J]. JOURNAL OF BANKING & FINANCE, 2013, 37 (12) : 4893 - 4906
  • [3] Carr P., 1998, J COMPUT FINANC, V2, P61, DOI [10.21314/JCF.1999.043, DOI 10.21314/JCF.1999.043]
  • [4] Linear-quadratic jump-diffusion modeling
    Cheng, Peng
    Scaillet, Olivier
    [J]. MATHEMATICAL FINANCE, 2007, 17 (04) : 575 - 598
  • [5] Humps in the volatility structure of the crude oil futures market: New evidence
    Chiarella, Carl
    Kang, Boda
    Nikitopoulos, Christina Sklibosios
    Thuy-Duong To
    [J]. ENERGY ECONOMICS, 2013, 40 : 989 - 1000
  • [6] The Shape and Term Structure of the Index Option Smirk: Why Multifactor Stochastic Volatility Models Work So Well
    Christoffersen, Peter
    Heston, Steven
    Jacobs, Kris
    [J]. MANAGEMENT SCIENCE, 2009, 55 (12) : 1914 - 1932
  • [7] Da FonsecaJ., 2007, REV DERIV RES, V10, P151
  • [8] Smiles all around: FX joint calibration in a multi-Heston model
    De Col, Alvise
    Gnoatto, Alessandro
    Grasselli, Martino
    [J]. JOURNAL OF BANKING & FINANCE, 2013, 37 (10) : 3799 - 3818
  • [9] Optimal Versus Naive Diversification: How Inefficient is the 1/N Portfolio Strategy?
    DeMiguel, Victor
    Garlappi, Lorenzo
    Uppal, Raman
    [J]. REVIEW OF FINANCIAL STUDIES, 2009, 22 (05) : 1915 - 1953
  • [10] THE DYNAMICS OF EXCHANGE-RATE VOLATILITY - A MULTIVARIATE LATENT FACTOR ARCH MODEL
    DIEBOLD, FX
    NERLOVE, M
    [J]. JOURNAL OF APPLIED ECONOMETRICS, 1989, 4 (01) : 1 - 21