메뉴 건너뛰기




Volumn 24, Issue 3, 2006, Pages 313-328

Multivariate stochastic volatility via Wishart processes

Author keywords

Bayesian time series; Financial data; Stochastic covariance; Time varying correlation

Indexed keywords


EID: 33746351341     PISSN: 07350015     EISSN: None     Source Type: Journal    
DOI: 10.1198/073500105000000306     Document Type: Review
Times cited : (74)

References (53)
  • 1
    • 0034413190 scopus 로고    scopus 로고
    • Bayesian dynamic factor models and portfolio allocation
    • Aguilar, O., and West, M. (2000), "Bayesian Dynamic Factor Models and Portfolio Allocation," Journal of Business & Economic Statistics, 18, 338-357.
    • (2000) Journal of Business & Economic Statistics , vol.18 , pp. 338-357
    • Aguilar, O.1    West, M.2
  • 2
    • 0009232225 scopus 로고    scopus 로고
    • Return volatility and trading volume: An information how interpretation of stochastic volatility
    • Andersen, T. G. (1996), "Return Volatility and Trading Volume: An Information How Interpretation of Stochastic Volatility," Journal of Finance, 51, 169-204.
    • (1996) Journal of Finance , vol.51 , pp. 169-204
    • Andersen, T.G.1
  • 3
    • 0012692686 scopus 로고    scopus 로고
    • An empirical investigation of continuous-time equity return models
    • Andersen, T. G., Benzoni, L., and Lund, J. (2002), "An Empirical Investigation of Continuous-Time Equity Return Models," Journal of Finance, 57, 1239-1284.
    • (2002) Journal of Finance , vol.57 , pp. 1239-1284
    • Andersen, T.G.1    Benzoni, L.2    Lund, J.3
  • 4
    • 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., and Sorensen, 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    Sorensen, B.E.3
  • 5
    • 0036221468 scopus 로고    scopus 로고
    • Asymmetric correlations in equity portfolios
    • Ang, A., and Chen, J. (2002), "Asymmetric Correlations in Equity Portfolios," Journal of Financial Economics, 63, 443-494.
    • (2002) Journal of Financial Economics , vol.63 , pp. 443-494
    • Ang, A.1    Chen, J.2
  • 6
    • 0001183078 scopus 로고
    • On the sensitivity of mean-variance-efficient portfolios to changes in asset means: Some analytical and computational results
    • Best, M. J., and Grauer, R. R. (1991), "On the Sensitivity of Mean-Variance-Efficient Portfolios to Changes in Asset Means: Some Analytical and Computational Results," Review of Financial Studies, 4, 315-342.
    • (1991) Review of Financial Studies , vol.4 , pp. 315-342
    • Best, M.J.1    Grauer, R.R.2
  • 7
    • 0001062383 scopus 로고
    • Studies of stock market volatility changes
    • American Statistical Association
    • Black, F. (1976), "Studies of Stock Market Volatility Changes," in Proceedings of the Business and Economics Statistics Section, American Statistical Association, pp. 177-181.
    • (1976) Proceedings of the Business and Economics Statistics Section , pp. 177-181
    • Black, F.1
  • 8
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroscedasticity
    • Bollerslev, T. (1986), "Generalized Autoregressive Conditional Heteroscedasticity," Journal of Econometrics, 31, 307-327.
    • (1986) Journal of Econometrics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 9
    • 0001023182 scopus 로고
    • Modelling the coherence in short-run nominal exchange rates: A multivariate generalized ARCH model
    • _ (1990), "Modelling the Coherence in Short-Run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," Review of Economics and Statistics, 72, 498-505.
    • (1990) Review of Economics and Statistics , vol.72 , pp. 498-505
  • 10
    • 34848900983 scopus 로고
    • ARCH modeling in finance: A review of the theory and empirical evidence
    • Bollerslev, T., Chou, R. Y., and Kroner, K. F. (1992), "ARCH Modeling in Finance: A Review of the Theory and Empirical Evidence," Journal of Econometrics, 52, 5-59.
    • (1992) Journal of Econometrics , vol.52 , pp. 5-59
    • Bollerslev, T.1    Chou, R.Y.2    Kroner, K.F.3
  • 11
    • 0000118737 scopus 로고
    • Common persistence in conditional variances
    • Bollerslev, T., and Engle, R. F. (1993), "Common Persistence in Conditional Variances," Econometrica, 61, 167-186.
    • (1993) Econometrica , vol.61 , pp. 167-186
    • Bollerslev, T.1    Engle, R.F.2
  • 12
    • 70350121603 scopus 로고
    • ARCH models
    • eds. R. F. Engle and D. L. McFadden, Amsterdam: North-Holland
    • Bollerslev, T., Engle, R. F., and Nelson, D. B. (1994), "ARCH Models," in The Handbook of Econometrics, Vol. 4, eds. R. F. Engle and D. L. McFadden, Amsterdam: North-Holland, pp. 2959-3038.
    • (1994) The Handbook of Econometrics , vol.4 , pp. 2959-3038
    • Bollerslev, T.1    Engle, R.F.2    Nelson, D.B.3
  • 14
    • 0003854714 scopus 로고    scopus 로고
    • Pitfalls in tests for changes in correlations
    • (March), Federal Reserve Board
    • Boyer, B. H., Gibson, M. S., and Loretan, M. (1999), "Pitfalls in Tests for Changes in Correlations," IFS Discussion Paper 397R (March), Federal Reserve Board.
    • (1999) IFS Discussion Paper , vol.397 R
    • Boyer, B.H.1    Gibson, M.S.2    Loretan, M.3
  • 15
    • 84993882002 scopus 로고
    • Good news, bad news, volatility, and betas
    • Braun, P. A., Nelson, D. B., and Sunier, A. M. (1995), "Good News, Bad News, Volatility, and Betas," Journal of Finance, 50, 1575-1603.
    • (1995) Journal of Finance , vol.50 , pp. 1575-1603
    • Braun, P.A.1    Nelson, D.B.2    Sunier, A.M.3
  • 18
    • 0000193853 scopus 로고
    • On Gibbs sampling of state-space models
    • Carter, C. K., and Kohn, R. (1994), "On Gibbs Sampling of State-Space Models," Biometrika, 81, 541-553.
    • (1994) Biometrika , vol.81 , pp. 541-553
    • Carter, C.K.1    Kohn, R.2
  • 20
    • 2042499464 scopus 로고
    • The effect of errors in means, variances, and covariances on optimal portfolio choice
    • Chopra, V. K., and Ziemba, W. T. (1993), "The Effect of Errors in Means, Variances, and Covariances on Optimal Portfolio Choice," The Journal of Portfolio Management, 19, 6-11.
    • (1993) The Journal of Portfolio Management , vol.19 , pp. 6-11
    • Chopra, V.K.1    Ziemba, W.T.2
  • 21
    • 0002837834 scopus 로고
    • Statistical analysis of time series: Some recent developments
    • Cox, D. R. (1981), "Statistical Analysis of Time Series: Some Recent Developments," Scandinavian Journal of Statistics, 8, 93-115.
    • (1981) Scandinavian Journal of Statistics , vol.8 , pp. 93-115
    • Cox, D.R.1
  • 22
    • 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
    • 0004090530 scopus 로고
    • Oxford, U.K.: Oxford University Press
    • _ (1995), ARCH: Selected Readings, Oxford, U.K.: Oxford University Press.
    • (1995) ARCH: Selected Readings
  • 24
    • 0035998182 scopus 로고    scopus 로고
    • Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models
    • _ (2002), "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, 20, 122-150.
    • (2002) Journal of Business & Economic Statistics , vol.20 , pp. 122-150
  • 25
    • 0011629779 scopus 로고
    • Multiperiod forecast error variances of inflation estimated from ARCH models
    • Washington, DC: Bureau of the Census
    • Engle, R. F., and Kraft, D. F. (1983), "Multiperiod Forecast Error Variances of Inflation Estimated From ARCH Models," in Applied Time Series Analysis of Economic Data, Washington, DC: Bureau of the Census, pp. 293-302.
    • (1983) Applied Time Series Analysis of Economic Data , pp. 293-302
    • Engle, R.F.1    Kraft, D.F.2
  • 26
    • 33746381745 scopus 로고    scopus 로고
    • unpublished manuscript, University of California San Diego, Dept. of Economics
    • Engle, R. F., and Patton, A. J. (2001), What Good Is a Volatility Model," unpublished manuscript, University of California San Diego, Dept. of Economics.
    • (2001) What Good Is a Volatility Model
    • Engle, R.F.1    Patton, A.J.2
  • 30
    • 84963463704 scopus 로고
    • Modeling the persistence of conditional variances: A comment
    • Geweke, J. (1986), "Modeling the Persistence of Conditional Variances: A Comment," Econometric Reviews, 5, 57-61.
    • (1986) Econometric Reviews , vol.5 , pp. 57-61
    • Geweke, J.1
  • 31
    • 0001032163 scopus 로고
    • Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments
    • eds. J. O. Berger, J. M. Bernardo, A. P. David, and A. F.M. Smith, Oxford, U.K.: Oxford University Press
    • _ (1992), "Evaluating the Accuracy of Sampling-Based Approaches to the Calculation of Posterior Moments," in Bayesian Statistics 4, eds. J. O. Berger, J. M. Bernardo, A. P. David, and A. F.M. Smith, Oxford, U.K.: Oxford University Press, pp. 169-194.
    • (1992) Bayesian Statistics , vol.4 , pp. 169-194
  • 32
    • 0030539706 scopus 로고    scopus 로고
    • Measuring the pricing error of the arbitrage pricing theory
    • Geweke, J., and Zhou, G. (1996), "Measuring the Pricing Error of the Arbitrage Pricing Theory," Review of Financial Studies, 9, 557-587.
    • (1996) Review of Financial Studies , vol.9 , pp. 557-587
    • Geweke, J.1    Zhou, G.2
  • 35
    • 0344064171 scopus 로고    scopus 로고
    • Asset allocation models and market volatility
    • Jacquier, E., and Marcus, A. J. (2001), "Asset Allocation Models and Market Volatility," Financial Analysts Journal, 57, 16-30.
    • (2001) Financial Analysts Journal , vol.57 , pp. 16-30
    • Jacquier, E.1    Marcus, A.J.2
  • 38
    • 33746349348 scopus 로고    scopus 로고
    • Stochastic volatility: Univariate and multivariate extensions
    • Montreal
    • _ (1999). "Stochastic Volatility: Univariate and Multivariate Extensions," CIRANO Working Paper 99s-26, Montreal.
    • (1999) CIRANO Working Paper , vol.99 S-26
  • 40
    • 0000260944 scopus 로고    scopus 로고
    • A state-space model for multivariate longitudinal count data
    • Jorgensen, B., Lundbye-Christensen, S., Song, P., and Sun, L. (1999), "A State-Space Model for Multivariate Longitudinal Count Data," Biometrika, 86, 169-181.
    • (1999) Biometrika , vol.86 , pp. 169-181
    • Jorgensen, B.1    Lundbye-Christensen, S.2    Song, P.3    Sun, L.4
  • 41
    • 0242558358 scopus 로고    scopus 로고
    • Flexible multivariate GARCH modeling with an application to international stock markets
    • Ledoit, O., Santa-Clara, P., and Wolf, M. (2003), "Flexible Multivariate GARCH Modeling With an Application to International Stock Markets," Review of Economics and Statistics, 85, 735-747.
    • (2003) Review of Economics and Statistics , vol.85 , pp. 735-747
    • Ledoit, O.1    Santa-Clara, P.2    Wolf, M.3
  • 43
    • 0009662024 scopus 로고    scopus 로고
    • Extreme correlations of international equity markets
    • Longin, F., and Solnik, B. (2001), "Extreme Correlations of International Equity Markets," Journal of Finance, 56, 649-676.
    • (2001) Journal of Finance , vol.56 , pp. 649-676
    • Longin, F.1    Solnik, B.2
  • 46
    • 0000641348 scopus 로고
    • Conditional heteroscedasticity in asset returns: A new approach
    • Nelson, D. (1991), "Conditional Heteroscedasticity in Asset Returns: A New Approach," Econometrica, 59, 347-370.
    • (1991) Econometrica , vol.59 , pp. 347-370
    • Nelson, D.1
  • 47
    • 0001981538 scopus 로고    scopus 로고
    • Time-varying covariances: A factor stochastic volatility approach
    • eds. J. M. Bernardo, J. O. Berger, A. P. David, and A. F. M. Smith, Oxford, U.K.: Oxford University Press
    • Pitt, M., and Shephard, N. (1999), "Time-Varying Covariances: A Factor Stochastic Volatility Approach," in Bayesian Statistics 4, eds. J. M. Bernardo, J. O. Berger, A. P. David, and A. F. M. Smith, Oxford, U.K.: Oxford University Press, pp. 547-570.
    • (1999) Bayesian Statistics , vol.4 , pp. 547-570
    • Pitt, M.1    Shephard, N.2
  • 48
    • 0001790102 scopus 로고    scopus 로고
    • Statistical aspects of ARCH and stochastic volatility
    • eds. D. R. Cox, D. V. Hinkley, and O. E. Barndorff-Nielson, London: CRC Press
    • Shephard, N. (1996), "Statistical Aspects of ARCH and Stochastic Volatility," in Time Series Models in Econometrics, Finance and Other Fields, eds. D. R. Cox, D. V. Hinkley, and O. E. Barndorff-Nielson, London: CRC Press, pp. 1-67.
    • (1996) Time Series Models in Econometrics, Finance and Other Fields , pp. 1-67
    • Shephard, N.1
  • 49
    • 0001605462 scopus 로고
    • Ueber die analystische theorie der quadratischen formen
    • Siegel, C. L. (1935), "Ueber die Analystische Theorie der Quadratischen Formen," The Annals of Mathematics, 36, 527-606.
    • (1935) The Annals of Mathematics , vol.36 , pp. 527-606
    • Siegel, C.L.1
  • 50
    • 0003053548 scopus 로고
    • Bayesian computations via the Gibbs sampler and related Markov Chain Monte Carlo methods
    • Smith, A. F. M., and Roberts, G. (1993), "Bayesian Computations via the Gibbs Sampler and Related Markov Chain Monte Carlo Methods," Journal of the Royal Statistical Society, Ser. B, 55, 3-23.
    • (1993) Journal of the Royal Statistical Society, Ser. B , vol.55 , pp. 3-23
    • Smith, A.F.M.1    Roberts, G.2
  • 52
    • 84986754945 scopus 로고
    • Modelling stochastic volatility
    • _ (1994), "Modelling Stochastic Volatility," Mathematical Finance, 4, 183-204.
    • (1994) Mathematical Finance , vol.4 , pp. 183-204
  • 53
    • 0001913629 scopus 로고    scopus 로고
    • Bayesian vector autoregression with stochastic volatility
    • Uhlig, H. (1997), "Bayesian Vector Autoregression With Stochastic Volatility," Econometrica, 65, 59-73.
    • (1997) Econometrica , vol.65 , pp. 59-73
    • Uhlig, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.