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Volumn 14, Issue 2, 1999, Pages 101-121

A non-linear filtering approach to stochastic volatility models with an application to daily stock returns

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EID: 0033409090     PISSN: 08837252     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-1255(199903/04)14:2<101::AID-JAE499>3.0.CO;2-A     Document Type: Article
Times cited : (31)

References (46)
  • 2
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • B. N. Petrov and F. Csáki (eds), Académiai Kiadó, Budapest
    • Akaike, H. (1973), 'Information theory and an extension of the maximum likelihood principle', in B. N. Petrov and F. Csáki (eds), 2nd International Symposium on Information Theory, Académiai Kiadó, Budapest, 267-281.
    • (1973) 2nd International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 3
    • 0009232225 scopus 로고    scopus 로고
    • Return volatility and trading volume: An information flow interpretation of stochastic volatility
    • Andersen, T. G. (1996), 'Return volatility and trading volume: an information flow interpretation of stochastic volatility', Journal of Finance, 51, 169-204.
    • (1996) Journal of Finance , vol.51 , pp. 169-204
    • Andersen, T.G.1
  • 6
    • 70350121603 scopus 로고
    • ARCH models
    • R. F. Engle and D. McFadden (eds), North-Holland, Amsterdam
    • Bollerslev, T., R. F. Engle and D. B. Nelson (1994), 'ARCH models', in R. F. Engle and D. McFadden (eds), The Handbook of Econometrics, Volume 4, North-Holland, Amsterdam, 2959-3038.
    • (1994) The Handbook of Econometrics , vol.4 , pp. 2959-3038
    • Bollerslev, T.1    Engle, R.F.2    Nelson, D.B.3
  • 7
    • 70349218800 scopus 로고
    • Quasi maximum likelihood estimation and inference in dynamic models with time varying covariances
    • Bollerslev, T. and J. M. Wooldridge (1992), 'Quasi maximum likelihood estimation and inference in dynamic models with time varying covariances', Econometric Reviews, 11, 143-172.
    • (1992) Econometric Reviews , vol.11 , pp. 143-172
    • Bollerslev, T.1    Wooldridge, J.M.2
  • 8
    • 84986384825 scopus 로고
    • Volatility persistence and stock valuations: Some empirical evidence using GARCH
    • Chou, R. Y. (1988), 'Volatility persistence and stock valuations: some empirical evidence using GARCH', Journal of Applied Econometrics, 3, 279-294.
    • (1988) Journal of Applied Econometrics , vol.3 , pp. 279-294
    • Chou, R.Y.1
  • 9
    • 49049143130 scopus 로고
    • The stochastic behavior of common stock variances: Value, leverage and interest rate effects
    • Christie, A. A. (1982), 'The stochastic behavior of common stock variances: value, leverage and interest rate effects', Journal of Financial Economics, 10, 407-432.
    • (1982) Journal of Financial Economics , vol.10 , pp. 407-432
    • Christie, A.A.1
  • 10
    • 0000346734 scopus 로고
    • A subordinated stochastic process model with finite variance for speculative process
    • Clark, P. (1973), 'A subordinated stochastic process model with finite variance for speculative process', Econometrica, 41, 135-155.
    • (1973) Econometrica , vol.41 , pp. 135-155
    • Clark, P.1
  • 11
    • 43949160158 scopus 로고
    • Stochastic volatility in asset prices: Estimation with simulated maximum likelihood
    • Danielsson, J. (1994a), 'Stochastic volatility in asset prices: estimation with simulated maximum likelihood', Journal of Econometrics, 64, 375-400.
    • (1994) Journal of Econometrics , vol.64 , pp. 375-400
    • Danielsson, J.1
  • 12
    • 84952185962 scopus 로고
    • Comment on Bayesian analysis of stochastic volatility models
    • Danielsson, J. (1994b), 'Comment on Bayesian analysis of stochastic volatility models', Journal of Business and Economic Statistics, 12, 393-395.
    • (1994) Journal of Business and Economic Statistics , vol.12 , pp. 393-395
    • Danielsson, J.1
  • 13
    • 84986357090 scopus 로고
    • Accelerated Gaussian importance sampler with application to dynamic latent variable models
    • Danielsson, J. and J.-F. Richard (1993), 'Accelerated Gaussian importance sampler with application to dynamic latent variable models', Journal of Applied Econometrics, 8, 153-173.
    • (1993) Journal of Applied Econometrics , vol.8 , pp. 153-173
    • Danielsson, J.1    Richard, J.-F.2
  • 15
    • 0000593389 scopus 로고
    • Simulated moments estimation of Markov models of asset prices
    • Duffie, D. and K. Singleton (1993), 'Simulated moments estimation of Markov models of asset prices', Econometrica, 61, 929-952.
    • (1993) Econometrica , vol.61 , pp. 929-952
    • Duffie, D.1    Singleton, K.2
  • 16
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation
    • Engle, R. F. (1982), 'Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation', Econometrica, 50, 987-1007.
    • (1982) Econometrica , vol.50 , pp. 987-1007
    • Engle, R.F.1
  • 18
    • 67649497847 scopus 로고    scopus 로고
    • Stochastic volatility
    • G. S. Maddala and C. R. Rao (eds), North Holland, Amsterdam
    • Ghysels, E., A. C. Harvey and E. Renault (1996), 'Stochastic volatility', in G. S. Maddala and C. R. Rao (eds), Statistical Methods in Finance, North Holland, Amsterdam, 119-191.
    • (1996) Statistical Methods in Finance , pp. 119-191
    • Ghysels, E.1    Harvey, A.C.2    Renault, E.3
  • 22
    • 0030490795 scopus 로고    scopus 로고
    • Estimation of an asymmetric stochastic volatility model tor asset returns
    • Harvey, A. C. and N. Shephard (1996), 'Estimation of an asymmetric stochastic volatility model tor asset returns', Journal of Business and Economic Statistics, 14, 429-434.
    • (1996) Journal of Business and Economic Statistics , vol.14 , pp. 429-434
    • Harvey, A.C.1    Shephard, N.2
  • 23
    • 84977709229 scopus 로고
    • The pricing of options on assets with stochastic volatilities
    • Hull, J. and A. White (1987), 'The pricing of options on assets with stochastic volatilities', Journal of Finance, 42, 281-300.
    • (1987) Journal of Finance , vol.42 , pp. 281-300
    • Hull, J.1    White, A.2
  • 24
    • 0039584741 scopus 로고
    • The days of the week effect and the mixture of normal distributions hypothesis
    • Ikeda, M. (1988), 'The days of the week effect and the mixture of normal distributions hypothesis' (in Japanese), Japan Financial Review, 8, 27-53.
    • (1988) Japan Financial Review , vol.8 , pp. 27-53
    • Ikeda, M.1
  • 26
    • 84974449914 scopus 로고
    • Patterns in Japanese common stock returns: Day of the week and turn of the year effects
    • Jaffe, J. and R. Westerfield (1985), 'Patterns in Japanese common stock returns: day of the week and turn of the year effects', Journal of Financial and Quantitative Analysis, 20, 261-272.
    • (1985) Journal of Financial and Quantitative Analysis , vol.20 , pp. 261-272
    • Jaffe, J.1    Westerfield, R.2
  • 27
    • 0001251517 scopus 로고    scopus 로고
    • Stochastic volatility: Likelihood inference and comparison with ARCH models
    • Kim, S., N. Shephard and S. Chib (1998), 'Stochastic volatility: likelihood inference and comparison with ARCH models', Review of Economic Studies, 65, 361-393.
    • (1998) Review of Economic Studies , vol.65 , pp. 361-393
    • Kim, S.1    Shephard, N.2    Chib, S.3
  • 28
    • 84950459387 scopus 로고
    • Non-Gaussian state-space modeling of nonstationary time series
    • Kitagawa, G. (1987). 'Non-Gaussian state-space modeling of nonstationary time series [with discussion]', Journal of the American Statistical Association, 82, 1032-1063.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 1032-1063
    • Kitagawa, G.1
  • 29
    • 0032366599 scopus 로고    scopus 로고
    • An empirical application of stochastic volatility models
    • Mahieu, R. J. and P. C. Schotman (1998), 'An empirical application of stochastic volatility models', Journal of Applied Econometrics, 13, 333-360.
    • (1998) Journal of Applied Econometrics , vol.13 , pp. 333-360
    • Mahieu, R.J.1    Schotman, P.C.2
  • 30
    • 0005618944 scopus 로고
    • Pricing foreign currency options with stochastic volatility
    • Melino, A. and S. M. Turnbull (1990), 'Pricing foreign currency options with stochastic volatility', Journal of Econometrics, 45, 239-265.
    • (1990) Journal of Econometrics , vol.45 , pp. 239-265
    • Melino, A.1    Turnbull, S.M.2
  • 32
    • 0000641348 scopus 로고
    • Conditional heteroskedasticity in asset returns: A new approach
    • Nelson, D. B. (1991), 'Conditional heteroskedasticity in asset returns: a new approach', Econometrica, 59, 347-370.
    • (1991) Econometrica , vol.59 , pp. 347-370
    • Nelson, D.B.1
  • 33
    • 21344496989 scopus 로고
    • Daily seasonality in stock returns: Further international evidence
    • Peiró, A. (1994), 'Daily seasonality in stock returns: further international evidence', Economics Letters, 45, 227-232.
    • (1994) Economics Letters , vol.45 , pp. 227-232
    • Peiró, A.1
  • 34
    • 43949151038 scopus 로고
    • Quasi-maximum likelihood estimation of stochastic volatility models
    • Ruiz, E. (1994), 'Quasi-maximum likelihood estimation of stochastic volatility models', Journal of Econometrics, 63, 289-306.
    • (1994) Journal of Econometrics , vol.63 , pp. 289-306
    • Ruiz, E.1
  • 35
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G. (1978), 'Estimating the dimension of a model', Annals of Statistics, 6, 461-464.
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 36
    • 24944554085 scopus 로고
    • Option pricing when the variance changes randomly: Theory, estimation and an application
    • Scott, L. O. (1987), 'Option pricing when the variance changes randomly: Theory, estimation and an application', Journal of Financial and Quantitative Analysis, 22, 419-438.
    • (1987) Journal of Financial and Quantitative Analysis , vol.22 , pp. 419-438
    • Scott, L.O.1
  • 37
    • 0001790102 scopus 로고    scopus 로고
    • Statistical aspects of ARCH and stochastic volatility
    • D. R. Cox, D. V. Hinkley and O. E. Barndorff-Nielsen (eds), Chapman & Hall, London
    • Shephard, N. (1996), 'Statistical aspects of ARCH and stochastic volatility', in D. R. Cox, D. V. Hinkley and O. E. Barndorff-Nielsen (eds), Time Series Models in Econometrics, Finance and Other Fields, Chapman & Hall, London, 1-67.
    • (1996) Time Series Models in Econometrics, Finance and Other Fields , pp. 1-67
    • Shephard, N.1
  • 38
    • 0003238488 scopus 로고
    • Nonlinear filters: Estimation and applications
    • Springer-Verlag, Berlin
    • Tanizaki, H. (1993), Nonlinear Filters: Estimation and Applications (Lecture Notes in Economics and Mathematical Systems, No. 400), Springer-Verlag, Berlin.
    • (1993) Lecture Notes in Economics and Mathematical Systems , Issue.400
    • Tanizaki, H.1
  • 40
    • 0000658999 scopus 로고
    • The price variability-volume relationship on speculative markets
    • Tauchen G. and M. Pitts (1983), 'The price variability-volume relationship on speculative markets', Econometrica. 51, 485-505.
    • (1983) Econometrica , vol.51 , pp. 485-505
    • Tauchen, G.1    Pitts, M.2
  • 43
    • 0040176159 scopus 로고
    • Volatility and serial correlations in Japanese stock returns
    • Watanabe, T. (1995), 'Volatility and serial correlations in Japanese stock returns' (in Japanese), MTEC Journal, 8, 24-43.
    • (1995) MTEC Journal , vol.8 , pp. 24-43
    • Watanabe, T.1
  • 45
    • 0000095552 scopus 로고
    • A heteroskedastic-consistent covariance matrix and a direct test for heteroskedasticity
    • White, H. (1980), 'A heteroskedastic-consistent covariance matrix and a direct test for heteroskedasticity', Econometrica, 48, 421-448.
    • (1980) Econometrica , vol.48 , pp. 421-448
    • White, H.1
  • 46
    • 45949112947 scopus 로고
    • Option values under stochastic volatility: Theory and empirical estimates
    • Wiggins, J. B. (1987), 'Option values under stochastic volatility: theory and empirical estimates', Journal of Financial Economics, 19, 351-372.
    • (1987) Journal of Financial Economics , vol.19 , pp. 351-372
    • Wiggins, J.B.1


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