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Volumn 5, Issue 1, 2009, Pages 17-27

On parameter estimation of stochastic volatility models from stock data using particle filter -application to aex index-

Author keywords

AEX index; Heston model; Parameter estimation; Particle filter; Stochastic volatility

Indexed keywords


EID: 64349093073     PISSN: 13494198     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (22)

References (11)
  • 1
    • 84977709229 scopus 로고
    • The pricing of options on assets with stochastic volatility
    • J. Hull and A. White, The pricing of options on assets with stochastic volatility, J. Finance, vol.42, no.2, pp.281-300, 1987.
    • (1987) J. Finance , vol.42 , Issue.2 , pp. 281-300
    • Hull, J.1    White, A.2
  • 2
    • 0037836721 scopus 로고
    • A closed-form solution of options with stochastic volatility with applications to bond and currency options
    • S. Heston, A closed-form solution of options with stochastic volatility with applications to bond and currency options, Rev. Financial Stud., vol.6, no.2, pp.327-343, 1993.
    • (1993) Rev. Financial Stud , vol.6 , Issue.2 , pp. 327-343
    • Heston, S.1
  • 4
    • 48249132665 scopus 로고    scopus 로고
    • Y. Takeuchi, Optimization of linear observations for the stationary Kalman filter based on a generalized water filling theorem, Int. J. of Innovative Computing, Information and Control, 4, no.l, pp.211-230, 2008.
    • Y. Takeuchi, Optimization of linear observations for the stationary Kalman filter based on a generalized water filling theorem, Int. J. of Innovative Computing, Information and Control, vol.4, no.l, pp.211-230, 2008.
  • 7
    • 33748957581 scopus 로고    scopus 로고
    • Filtering and identification of Heston's stochastic volatility and its market risk
    • S. Aihara and A. Bagchi, Filtering and identification of Heston's stochastic volatility and its market risk, J. Economical Dynamics and Control, vol.30, no. 12, pp.2363-2388, 2006.
    • (2006) J. Economical Dynamics and Control , vol.30 , Issue.12 , pp. 2363-2388
    • Aihara, S.1    Bagchi, A.2
  • 9
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear /non-Gaussian Bayesian tracking
    • M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, A tutorial on particle filters for online nonlinear /non-Gaussian Bayesian tracking, IEEE Trans on Signal Processing, vol.50, pp. 174-188, 2002.
    • (2002) IEEE Trans on Signal Processing , vol.50 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 10
    • 0001460136 scopus 로고    scopus 로고
    • On sequential Monte Carlo sampling methods for Bayesian filtering
    • A. Doucet S. Godsill and C. Andrieu, On sequential Monte Carlo sampling methods for Bayesian filtering, Statistics and Computing, vol.10, pp. 197-208, 2000.
    • (2000) Statistics and Computing , vol.10 , pp. 197-208
    • Doucet, A.1    Godsill, S.2    Andrieu, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.