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Volumn 11, Issue 1, 2012, Pages 116-153

Dynamic factor volatility modeling: A bayesian latent threshold approach

Author keywords

Bayesian forecasting; Latent threshold dynamic models; Multivariate stochastic volatility; Portfolio allocation; Sparse time varying loadings; Time varying variable selection

Indexed keywords


EID: 84871342229     PISSN: 14798409     EISSN: 14798417     Source Type: Journal    
DOI: 10.1093/jjfinec/nbs013     Document Type: Article
Times cited : (53)

References (30)
  • 1
    • 0007213733 scopus 로고    scopus 로고
    • Bayesian Inference on Latent Structure in Time Series (withdiscussion)
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, (eds.), Oxford: Oxford University Press
    • Aguilar, O., R. Prado, G. Huerta, and M.West. 1999. "Bayesian Inference on Latent Structure in Time Series (with discussion)." In J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, (eds.), Bayesian Statistics 6. Oxford: Oxford University Press, 3-26.
    • (1999) Bayesian Statistics , vol.6 , pp. 3-26
    • Aguilar, O.1    Prado, R.2    Huerta, G.3    West, M.4
  • 4
    • 15544377383 scopus 로고    scopus 로고
    • Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach
    • Bernanke, B., J. Boivin, andP. Eliasz. 2005. Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach. Quarterly Journal of Economics 120: 387-422.
    • (2005) Quarterly Journal of Economics , vol.120 , pp. 387-422
    • Bernanke, B.1    Boivin, J.2    Eliasz, P.3
  • 7
    • 85048165256 scopus 로고    scopus 로고
    • Dynamic Stock Selection Strategies: A Structured Factor ModelFramework (with discussion)
    • J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith, and M. West, (eds.), Oxford: Oxford University Press
    • Carvalho, C. M., H. F. Lopes, and O. Aguilar. 2011. "Dynamic Stock Selection Strategies: A Structured Factor Model Framework (with discussion)." In J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith, and M. West, (eds.), Bayesian Statistics 9. Oxford: Oxford University Press, 69-90.
    • (2011) Bayesian Statistics , vol.9 , pp. 69-90
    • Carvalho, C.M.1    Lopes, H.F.2    Aguilar, O.3
  • 8
    • 34548527584 scopus 로고    scopus 로고
    • Dynamic Matrix-variate Graphical Models
    • Carvalho, C. M., and M. West. 2007. Dynamic Matrix-variate Graphical Models. Bayesian Analysis 2: 69-98.
    • (2007) Bayesian Analysis , vol.2 , pp. 69-98
    • Carvalho, C.M.1    West, M.2
  • 12
    • 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
  • 13
    • 34250191103 scopus 로고    scopus 로고
    • Factor Stochastic Volatility with Time Varying LoadingsandMarkovSwitchingRegimes
    • Lopes, H. F., and C. M. Carvalho. 2007. Factor Stochastic Volatility with Time Varying LoadingsandMarkovSwitchingRegimes. Journal of Statistical Planning and Inference 137: 3082-3091.
    • (2007) Journal of Statistical Planning and Inference , vol.137 , pp. 3082-3091
    • Lopes, H.F.1    Carvalho, C.M.2
  • 14
    • 1842539381 scopus 로고    scopus 로고
    • Bayesian Model Assessment in Factor Analysis
    • Lopes, H. F., and M. West. 2004. Bayesian Model Assessment in Factor Analysis. Statistica Sinica 14: 41-67.
    • (2004) Statistica Sinica , vol.14 , pp. 41-67
    • Lopes, H.F.1    West, M.2
  • 17
    • 34547697278 scopus 로고    scopus 로고
    • Stochastic Volatility with Leverage: Fast Likelihood Inference
    • Omori, Y., S. Chib, N. Shephard, and J. Nakajima. 2007. Stochastic Volatility with Leverage: Fast Likelihood Inference. Journal of Econometrics 140: 425-449.
    • (2007) Journal of Econometrics , vol.140 , pp. 425-449
    • Omori, Y.1    Chib, S.2    Shephard, N.3    Nakajima, J.4
  • 18
    • 0001981538 scopus 로고    scopus 로고
    • Time Varying Covariances: A Factor Stochastic Volatility Approach(with discussion)
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, (eds.), Oxford: Oxford University Press
    • Pitt, M., and N. Shephard. 1999. "Time Varying Covariances: A Factor Stochastic Volatility Approach (with discussion)." In J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, (eds.), Bayesian Statistics VI. Oxford: Oxford University Press, 547-570.
    • (1999) Bayesian Statistics , vol.6 , pp. 547-570
    • Pitt, M.1    Shephard, N.2
  • 20
    • 79956331519 scopus 로고
    • New Bayesian Statistical Approaches to Estimating and EvaluatingModels of Exchange Rates Determination
    • Putnum, B. H., and J. M. Quintana. 1994. "New Bayesian Statistical Approaches to Estimating and Evaluating Models of Exchange Rates Determination." In Proceedings of the ASA Section on Bayesian Statistical Science. 1994, 232-237.
    • (1994) Proceedings of the ASA Section on Bayesian Statistical Science , vol.1994 , pp. 232-237
    • Putnum, B.H.1    Quintana, J.M.2
  • 21
    • 0012119221 scopus 로고
    • Optimal Portfolios and Forward Currency Contracts
    • J. O. Berger, J. M. Bernardo, A. P. Dawid, and A. F. M. Smith, (eds.), Oxford: Oxford University Press
    • Quintana, J. M. 1992. "Optimal Portfolios and Forward Currency Contracts." In J. O. Berger, J. M. Bernardo, A. P. Dawid, and A. F. M. Smith, (eds.), Bayesian Statistics IV. Oxford: Oxford University Press, 753-762.
    • (1992) Bayesian Statistics , vol.4 , pp. 753-762
    • Quintana, J.M.1
  • 23
    • 0003258788 scopus 로고    scopus 로고
    • Likelihood Analysis ofNon-Gaussian Measurement Time Series
    • Shephard,N., and M. Pitt. 1997. Likelihood Analysis ofNon-Gaussian Measurement Time Series. Biometrika 84: 653-667.
    • (1997) Biometrika , vol.84 , pp. 653-667
    • Shephard, N.1    Pitt, M.2
  • 24
    • 78751616225 scopus 로고    scopus 로고
    • Some of the What?, Why?, How?, Who? and Where? of Graphics Processing Unit Computing for Bayesian Analysis
    • Suchard, M. A., C. Holmes, and M. West. 2010. Some of the What?, Why?, How?, Who? and Where? of Graphics Processing Unit Computing for Bayesian Analysis. Bulletin of the International Society for Bayesian Analysis 17: 12-16.
    • (2010) Bulletin of the International Society for Bayesian Analysis , vol.17 , pp. 12-16
    • Suchard, M.A.1    Holmes, C.2    West, M.3
  • 26
    • 77955279144 scopus 로고    scopus 로고
    • Sparse Seemingly Unrelated Regression Modelling: Applications in Finance and Econometrics
    • Wang, H. 2010. Sparse Seemingly Unrelated Regression Modelling: Applications in Finance and Econometrics. Computational Statistics and Data Analysis 54: 2866-2877.
    • (2010) Computational Statistics and Data Analysis , vol.54 , pp. 2866-2877
    • Wang, H.1
  • 27
    • 71249101206 scopus 로고    scopus 로고
    • Bayesian Analysis of Matrix Normal Graphical Models
    • Wang, H., and M. West. 2009. Bayesian Analysis of Matrix Normal Graphical Models. Biometrika 96: 821-834.
    • (2009) Biometrika , vol.96 , pp. 821-834
    • Wang, H.1    West, M.2
  • 28
    • 15744387691 scopus 로고    scopus 로고
    • A Multi-move Sampler for Estimating Non-Gaussian Time Series Models: Comments on Shephard&Pitt (1997)
    • Watanabe, T., and Y. Omori. 2004. A Multi-move Sampler for Estimating Non-Gaussian Time Series Models: Comments on Shephard&Pitt (1997). Biometrika 91: 246-248.
    • (2004) Biometrika , vol.91 , pp. 246-248
    • Watanabe, T.1    Omori, Y.2
  • 29
    • 0242295767 scopus 로고    scopus 로고
    • Bayesian Factor Regression Models in the "Large p, Small n" Paradigm
    • J.M. Bernardo, M.J. Bayarri, J.O. Berger, A.P. David, D. Heckerman, A.F.M. Smith, and M.West, (eds.), Oxford: Oxford University Press
    • West, M. 2003. "Bayesian Factor Regression Models in the "Large p, Small n" Paradigm." In J.M. Bernardo, M.J. Bayarri, J.O. Berger, A.P. David, D. Heckerman, A.F.M. Smith, and M.West, (eds.), Bayesian Statistics 7. Oxford: Oxford University Press, 723-732.
    • (2003) Bayesian Statistics , vol.7 , pp. 723-732
    • West, M.1
  • 30
    • 77953553836 scopus 로고    scopus 로고
    • Bayesian Learning in Sparse Graphical Factor Models via Annealed Entropy
    • Yoshida, R., and M. West. 2010. Bayesian Learning in Sparse Graphical Factor Models via Annealed Entropy. Journal of Machine Learning Research 11: 1771-1798.
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 1771-1798
    • Yoshida, R.1    West, M.2


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