Albert, J. H. and S. Chib (1993). Bayesian inference via Gibbs sampling of autoregressive time series subject to Markov mean and variance shifts. J. Business and Economic Statist. 11, 1--15.
- Am. Statist. Assoc. 82, 503--514. Kitagawa, G. (1996). Monte Carlo filter and smoother for non-Gaussian nonlinear state space models. Journal of Computational and Graphical Statistics 5, 1--25.
Paper not yet in RePEc: Add citation now
- Assoc. 90, 567--76. McCulloch, R. E. and R. S. Tsay (1993). Bayesian inference and prediction for mean and variance shifts in autoregressive time series. J. Am. Statist. Assoc. 88, 968--978.
Paper not yet in RePEc: Add citation now
- Bernardo, M. H. DeGroot, D. V. Lindley, and A. F. M. Smith (Eds.), Bayesian Statistics 3, pp. 395--402. Oxford: Oxford University Press Press. Shephard, N. (1994). Partial non-Gaussian state space. Biometrika 81, 115--31.
Paper not yet in RePEc: Add citation now
- Berzuini, C., N. G. Best, W. R. Gilks, and C. Larizza (1997). Dynamic graphical models and Markov chain Monte Carlo methods. J. Am. Statist. Assoc. 92. Forthcoming.
Paper not yet in RePEc: Add citation now
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, pp. 2959--3038. NorthHolland.
Cambridge: Cambridge University Press. Harvey, A. C., E. Ruiz, and E. Sentana (1992). Unobserved component time series models with ARCH disturbances. J. Econometrics 52, 129--158.
- Carpenter, J. R., P. Cliord, and P. Fearnhead (1996). Sampling strategies for Monte Carlo filters of non-linear systems. IEE Colloquium Digest 243, 6/1--6/3.
Paper not yet in RePEc: Add citation now
- Carpenter, J. R., P. Cliord, and P. Fearnhead (1997). Ecient implementation of particle filters for non-linear systems. 4th Interim Report, DRA contract WSS/U1172, Department of Statistics, Oxford University.
Paper not yet in RePEc: Add citation now
- Carter, C. K. and R. Kohn (1994). On Gibbs sampling for state space models. Biometrika 81, 541--53.
Paper not yet in RePEc: Add citation now
Carter, C. K. and R. Kohn (1996). Markov chain Monte Carlo in conditionally Gaussian state space models. Biometrika 83, 589--601.
- Computer Science and Statistics 24, 325--333. West, M. (1992b). Modelling with mixtures. In J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith (Eds.), Bayesian Statistics 4, pp. 503--524. Oxford: Oxford University Press.
Paper not yet in RePEc: Add citation now
- Dawid, A. P. (1982). The well-calibrated Bayesian (with discussion). J. Am. Statist. Assoc. 77, 605--613.
Paper not yet in RePEc: Add citation now
Diebold, F. X. and M. Nerlove (1989). The dynamics of exchange rate volatility: a multivariate latent factor ARCH model. J. Appl. Econometrics 4, 1--21.
- Doornik, J. A. (1996). Ox: Object Oriented Matrix Programming, 1.10. London: Chapman & Hall.
Paper not yet in RePEc: Add citation now
- Econometrica 50, 1029--54. Harvey, A. C. (1989). Forecasting, Structural Time Series Models and the Kalman Filter.
Paper not yet in RePEc: Add citation now
- Efron, B. and R. J. Tibshirani (1993). An Introduction to the Bootstrap. New York: Chapman & Hall.
Paper not yet in RePEc: Add citation now
- Finance 42, 281--300. Isard, M. and A. Blake (1996). Contour tracking by stochastic propagation of conditional density. Proceedings of the European Conference on Computer Vision, Cambridge 1, 343-- 356.
Paper not yet in RePEc: Add citation now
- Fisher, N. I. (1993). Statistical Analysis of Circular Data. Cambridge: Cambridge University Press.
Paper not yet in RePEc: Add citation now
- Fruhwirth-Schnatter, S. (1994). Data augmentation and dynamic linear models. J. Time Series Analysis 15, 183--202.
Paper not yet in RePEc: Add citation now
- Gerlach, R., C. Carter, and R. Kohn (1996). Diagnostics for time series analysis. Unpublished paper: Australian Graduate School of Management, University of New South Wales.
Paper not yet in RePEc: Add citation now
Geweke, J. (1994). Bayesian comparison of econometric models. Unpublished paper: Federal Reserve Bank of Minneapolis.
- Gilks, W. K., S. Richardson, and D. J. Spiegelhalter (1996). Markov Chain Monte Carlo in Practice. London: Chapman & Hall.
Paper not yet in RePEc: Add citation now
- Gordon, N. J., D. J. Salmond, and A. F. M. Smith (1993). A novel approach to non-linear and non-Gaussian Bayesian state estimation. IEE-Proceedings F 140, 107--33.
Paper not yet in RePEc: Add citation now
Hamilton, J. (1989). A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica 57, 357--384.
- Hamilton, J. (1994). Time Series Analysis. Princeton: Princeton University Press.
Paper not yet in RePEc: Add citation now
Hansen, L. P. (1982). Large sample properties of generalized method of moments estimators.
Harvey, A. C., E. Ruiz, and N. Shephard (1994). Multivariate stochastic variance models.
Jacquier, E., N. G. Polson, and P. E. Rossi (1994). Bayesian analysis of stochastic volatility models (with discussion). J. Business and Economic Statist. 12, 371--417.
Kim, S., N. Shephard, and S. Chib (1998). Stochastic volatility: likelihood inference and comparison with ARCH models. Rev. Economic Studies 65. Forthcoming.
King, M., E. Sentana, and S. Wadhwani (1994). Volatility and links between national stock markets. Econometrica 62, 901--933.
- Kitagawa, G. (1987). Non-Gaussian state space modelling of non-stationary time series. J.
Paper not yet in RePEc: Add citation now
Laroque, G. and B. Salanie (1993). Simulation-based estimation of models with lagged latent variables. J. Appl. Econometrics 8, S119--S133.
- Lee, L. (1995). Simulation estimation of dynamic switching regesion and dynamic disequilibrium models - some Monte Carlo results. Unpublished paper: Department of Economics, The Hong Kong University of Science and Technology.
Paper not yet in RePEc: Add citation now
- Liu, J. (1996). Metropolized independent sampling with comparison to rejection sampling and importance sampling. Statistics and Computing 6, 113--119.
Paper not yet in RePEc: Add citation now
- Liu, J. and R. Chen (1995). Blind deconvolution via sequential imputation. J. Am. Statist.
Paper not yet in RePEc: Add citation now
McCulloch, R. E. and R. S. Tsay (1994). Bayesian analysis of autoregressive time series via Gibbs sampling. J. Time Series Analysis 15, 235--250.
Rev. Economic Studies 61, 247--64. Hull, J. and A. White (1987). The pricing of options on assets with stochastic volatilities. J.
- Ripley, B. D. (1987). Stochastic Simulation. New York: Wiley.
Paper not yet in RePEc: Add citation now
- Rosenblatt, M. (1952). Remarks on a multivariate transformation. Annals of Mathematical Statistics 23, 470--2.
Paper not yet in RePEc: Add citation now
- Rubin, D. B. (1987). A noniterative sampling/importance resampling alternative to the data augmentation algorithm for creating a few imputations when the fraction of missing information is modest: the SIR algorithm. Discussion of Tanner and Wong (1987). J. Am.
Paper not yet in RePEc: Add citation now
Shephard, N. and M. K. Pitt (1997). Likelihood analysis of non-Gaussian measurement time series. Biometrika 84, 653--67.
- Smith, A. F. M. and A. E. Gelfand (1992). Bayesian statistics without tears: a samplingresampling perspective. American Statistican 46, 84--88.
Paper not yet in RePEc: Add citation now
- Smith, J. Q. (1985). Diagnostic checks of non-standard time series models. Journal of Forecasting 4, 283--91.
Paper not yet in RePEc: Add citation now
- Statist. Assoc. 82, 543--546. Rubin, D. B. (1988). Using the SIR algorithm to simulate posterior distributions. In J. M.
Paper not yet in RePEc: Add citation now
- Statist. Assoc. 90, 1301--1312. West, M. and J. Harrison (1997). Bayesian Forecasting and Dynamic Models (2 ed.). New York: Springer-Verlag.
Paper not yet in RePEc: Add citation now
- Tanner, M. A. and W. H. Wong (1987). The calculation of posterior distributions by data augmentation (with discussion). J. Am. Statist. Assoc. 82, 528--50.
Paper not yet in RePEc: Add citation now
- West, M. (1992a). Mixture models, Monte Carlo, Bayesian updating and dynamic models.
Paper not yet in RePEc: Add citation now
- West, M. (1995). Bayesian inference in cyclical component dynamic linear models. J. Am.
Paper not yet in RePEc: Add citation now