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Volumn 104, Issue 1, 2001, Pages 141-178

A generalized bivariate mixture model for stock price volatility and trading volume

Author keywords

Latent dynamic variables; Leverage effect; Short And long run volatility components; Simulated maximum likelihood; Volatility persistence

Indexed keywords


EID: 0038076512     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-4076(01)00062-8     Document Type: Article
Times cited : (68)

References (45)
  • 1
    • 0001994846 scopus 로고
    • Stochastic autoregressive volatility: A framework for volatility modeling
    • Andersen, T.G., 1994. Stochastic autoregressive volatility: a framework for volatility modeling. Mathematical Finance 4, 75-102.
    • (1994) Mathematical Finance , vol.4 , pp. 75-102
    • Andersen, T.G.1
  • 2
    • 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
  • 3
    • 0040747426 scopus 로고    scopus 로고
    • Heterogeneous information arrivals and return volatility dynamics: Uncovering the long-run in high frequency returns
    • Andersen, T.G., Bollerslev, T., 1997. Heterogeneous information arrivals and return volatility dynamics: uncovering the long-run in high frequency returns. Journal of Finance 52, 975-1005.
    • (1997) Journal of Finance , vol.52 , pp. 975-1005
    • Andersen, T.G.1    Bollerslev, T.2
  • 4
    • 0005880209 scopus 로고    scopus 로고
    • Answering the skeptics: Yes, standard volatility models do provide accurate forecasts
    • Andersen, T.G., Bollerslev, T., 1998a. Answering the skeptics: yes, standard volatility models do provide accurate forecasts. International Economic Review 39, 885-905.
    • (1998) International Economic Review , vol.39 , pp. 885-905
    • Andersen, T.G.1    Bollerslev, T.2
  • 5
    • 0039066490 scopus 로고    scopus 로고
    • Deutsche Mark-Dollar volatility: Intraday activity patterns, marcoeconomic announcements, and longer run dependencies
    • Andersen, T.G., Bollerslev, T., 1998b. Deutsche Mark-Dollar volatility: intraday activity patterns, marcoeconomic announcements, and longer run dependencies. Journal of Finance 53, 219-265.
    • (1998) Journal of Finance , vol.53 , pp. 219-265
    • Andersen, T.G.1    Bollerslev, T.2
  • 6
    • 0002775221 scopus 로고    scopus 로고
    • Efficient method of moments estimation of a stochastic volatility model: A Monte Carlo study
    • Andersen, T.G., Chung, H.J., Sørensen, B.E., 1999. Efficient method of moments estimation of a stochastic volatility model: a Monte Carlo study. Journal of Econometrics 91, 61-87.
    • (1999) Journal of Econometrics , vol.91 , pp. 61-87
    • Andersen, T.G.1    Chung, H.J.2    Sørensen, B.E.3
  • 7
    • 84993660879 scopus 로고
    • Public information arrival
    • Berry, T.D., Howe, K.M., 1994. Public information arrival. Journal of Finance 49, 1331-1346.
    • (1994) Journal of Finance , vol.49 , pp. 1331-1346
    • Berry, T.D.1    Howe, K.M.2
  • 8
    • 11544327955 scopus 로고    scopus 로고
    • Output, stock volatility, and political uncertainty in a natural experiment: Germany, 1880-1940
    • Bittlingmayer, G., 1998. Output, stock volatility, and political uncertainty in a natural experiment: Germany, 1880-1940, Journal of Finance 53, 2243-2257.
    • (1998) Journal of Finance , vol.53 , pp. 2243-2257
    • Bittlingmayer, G.1
  • 9
    • 0041494517 scopus 로고    scopus 로고
    • The detection and estimation of long memory in stochastic volatility
    • Breidt, F.J., Crato, N., Lima, P., 1998. The detection and estimation of long memory in stochastic volatility. Journal of Econometrics 83, 325-348.
    • (1998) Journal of Econometrics , vol.83 , pp. 325-348
    • Breidt, F.J.1    Crato, N.2    Lima, P.3
  • 10
    • 0040485278 scopus 로고    scopus 로고
    • Fractionally integrated generalized autoregressive conditional heteroskedasticity
    • Baillie, R.T., Bollerslev, T., Mikkelsen, H.O., 1996. Fractionally integrated generalized autoregressive conditional heteroskedasticity. Journal of Econometrics 74, 3-30.
    • (1996) Journal of Econometrics , vol.74 , pp. 3-30
    • Baillie, R.T.1    Bollerslev, T.2    Mikkelsen, H.O.3
  • 11
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • Bollerslev, T., 1986. Generalized autoregressive conditional heteroskedasticity. Journal of Econometrics 31, 307-327.
    • (1986) Journal of Econometrics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 12
    • 0033481743 scopus 로고    scopus 로고
    • Equity trading volume and volatility: Latent information arrivals and common long-run dependencies
    • Bollerslev, T., Jubinski, D., 1999. Equity trading volume and volatility: latent information arrivals and common long-run dependencies. Journal of Business & Economic Statistics 17, 9-21.
    • (1999) Journal of Business & Economic Statistics , vol.17 , pp. 9-21
    • Bollerslev, T.1    Jubinski, D.2
  • 13
    • 0000658462 scopus 로고    scopus 로고
    • Modeling and pricing long memory in stock market volatility
    • Bollerslev, T., Mikkelsen, H.O., 1996. Modeling and pricing long memory in stock market volatility. Journal of Econometrics 73, 151-184.
    • (1996) Journal of Econometrics , vol.73 , pp. 151-184
    • Bollerslev, T.1    Mikkelsen, H.O.2
  • 14
    • 84952185962 scopus 로고
    • Comment on: Bayesian analysis of stochastic volatility models
    • Danielsson, J., 1994. Comment on: Bayesian analysis of stochastic volatility models. Journal of Business & Economic Statistics 12, 393-395.
    • (1994) Journal of Business & Economic Statistics , vol.12 , pp. 393-395
    • Danielsson, J.1
  • 15
    • 0005868459 scopus 로고    scopus 로고
    • Multivariate stochastic volatility models: Estimation and a comparison with VGARCH models
    • Danielsson, J., 1998. Multivariate stochastic volatility models: estimation and a comparison with VGARCH models. Journal of Empirical Finance 5, 125-173.
    • (1998) Journal of Empirical Finance , vol.5 , pp. 125-173
    • Danielsson, J.1
  • 16
    • 84986357090 scopus 로고
    • Accelerated gaussian importance sampler with application to dynamic latent variable models
    • Danielsson, J., Richard, J.F., 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
  • 17
    • 0001250871 scopus 로고    scopus 로고
    • Modeling volatility persistence of speculative returns: A new approach
    • Ding, Z., Granger, C.W.J., 1996. Modeling volatility persistence of speculative returns: a new approach. Journal of Econometrics 73, 185-215.
    • (1996) Journal of Econometrics , vol.73 , pp. 185-215
    • Ding, Z.1    Granger, C.W.J.2
  • 18
    • 0041059062 scopus 로고
    • A long memory property of stock market returns and a new model
    • Ding, Z., Granger, C.W.J., Engle, R.F., 1993. A long memory property of stock market returns and a new model. Journal of Empirical Finance 1, 83-106.
    • (1993) Journal of Empirical Finance , vol.1 , pp. 83-106
    • Ding, Z.1    Granger, C.W.J.2    Engle, R.F.3
  • 19
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroskedasticity with estimates of the variance of U.K. inflation
    • Engle, R.F., 1982. Autoregressive conditional heteroskedasticity with estimates of the variance of U.K. inflation. Econometrica 50, 987-1008.
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.F.1
  • 23
    • 0002188669 scopus 로고
    • On fitting a recalcitrant series: The Pound/Dollar exchange rate, 1974-1983
    • Barnett, W.A., Powell, J., Tauchen, G.E. (Eds.), Cambridge University Press, Cambridge
    • Gallant, A.R., Hsieh, D.A., Tauchen, G.E., 1991. On fitting a recalcitrant series: the Pound/Dollar exchange rate, 1974-1983. In: Barnett, W.A., Powell, J., Tauchen, G.E. (Eds.), Nonparametric and Semiparametric Methods in Economics and Statistics. Cambridge University Press, Cambridge.
    • (1991) Nonparametric and Semiparametric Methods in Economics and Statistics
    • Gallant, A.R.1    Hsieh, D.A.2    Tauchen, G.E.3
  • 24
    • 0040531815 scopus 로고    scopus 로고
    • Using daily range data to calibrate volatility diffusions and extract the forward integrated variance
    • Gallant, A.R., Hsu, C., Tauchen, G.E., 1999. Using daily range data to calibrate volatility diffusions and extract the forward integrated variance. The Review of Economics and Statistics 81, 617-631.
    • (1999) The Review of Economics and Statistics , vol.81 , pp. 617-631
    • Gallant, A.R.1    Hsu, C.2    Tauchen, G.E.3
  • 26
    • 0001667705 scopus 로고
    • Bayesian inference in econometric models using Monte Carlo integration
    • Geweke, J., 1989. Bayesian inference in econometric models using Monte Carlo integration. Econometrica 57, 1317-1339.
    • (1989) Econometrica , vol.57 , pp. 1317-1339
    • Geweke, J.1
  • 27
    • 0345401653 scopus 로고
    • Bid, ask, and transaction prices in a specialist market with heterogeneously informed traders
    • Glosten, L.R., Milgrom, P.R., 1985. Bid, ask, and transaction prices in a specialist market with heterogeneously informed traders. Journal of Financial Economics 14, 71-100.
    • (1985) Journal of Financial Economics , vol.14 , pp. 71-100
    • Glosten, L.R.1    Milgrom, P.R.2
  • 29
    • 0000990912 scopus 로고
    • Transaction data tests of the mixture of distributions hypothesis
    • Harris, L., 1987. Transaction data tests of the mixture of distributions hypothesis. Journal of Financial and Quantitative Analysis 22, 127-141.
    • (1987) Journal of Financial and Quantitative Analysis , vol.22 , pp. 127-141
    • Harris, L.1
  • 31
    • 0001251517 scopus 로고    scopus 로고
    • Stochastic volatility: Likelihood inference and comparison with ARCH models
    • Kim, S., Shephard, N., Chib, S., 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
  • 33
    • 0032354179 scopus 로고    scopus 로고
    • Dynamic bivariate mixture models: Modeling the behavior of prices and trading volume
    • Liesenfeld, R., 1998. Dynamic bivariate mixture models: modeling the behavior of prices and trading volume. Journal of Business & Economic Statistics 16, 101-109.
    • (1998) Journal of Business & Economic Statistics , vol.16 , pp. 101-109
    • Liesenfeld, R.1
  • 34
    • 84993921322 scopus 로고
    • The impact of public information on the stock market
    • Mitchell, M.L., Mulherin, J.H., 1994. The impact of public information on the stock market. Journal of Finance 49, 923-950.
    • (1994) Journal of Finance , vol.49 , pp. 923-950
    • Mitchell, M.L.1    Mulherin, J.H.2
  • 36
    • 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
  • 38
    • 84971972619 scopus 로고
    • A direct test of the mixture of distributions hypothesis: Measuring the daily flow of information
    • Richardson, M., Smith, T., 1994. A direct test of the mixture of distributions hypothesis: measuring the daily flow of information. Journal of Financial and Quantitative Analysis 29, 101-116.
    • (1994) Journal of Financial and Quantitative Analysis , vol.29 , pp. 101-116
    • Richardson, M.1    Smith, T.2
  • 39
  • 40
    • 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
  • 41
    • 84977707955 scopus 로고
    • Why does stock market volatility change over Time?
    • Schwert, G.W., 1989a. Why does stock market volatility change Over Time? Journal of Finance 44, 1115-1153.
    • (1989) Journal of Finance , vol.44 , pp. 1115-1153
    • Schwert, G.W.1
  • 42
    • 0001817296 scopus 로고
    • Business cycles, financial crises, and stock volatility
    • North-Holland, Amsterdam
    • Schwert, G.W., 1989b. Business cycles, financial crises, and stock volatility, Carnegie-Rochester Conference Series on Public Policy 31 (North-Holland, Amsterdam), 83-126.
    • (1989) Carnegie-Rochester Conference Series on Public Policy , vol.31 , pp. 83-126
    • Schwert, G.W.1
  • 43
    • 0000658999 scopus 로고
    • The price v7ariability-volume relationship on speculative markets
    • Tauchen, G.E, Pitts, M., 1983. The price v7ariability-volume relationship on speculative markets. Econometrica 51, 485-505.
    • (1983) Econometrica , vol.51 , pp. 485-505
    • Tauchen, G.E.1    Pitts, M.2
  • 44
    • 0000770276 scopus 로고    scopus 로고
    • Volume, volatility, and leverage: A dynamic analysis
    • Tauchen, G.E., Zhang, H., Liu, M., 1996. Volume, volatility, and leverage: a dynamic analysis. Journal of Econometrics 74, 177-208.
    • (1996) Journal of Econometrics , vol.74 , pp. 177-208
    • Tauchen, G.E.1    Zhang, H.2    Liu, M.3


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