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We propose a sequential Markov chain Monte Carlo (SMCMC) algorithm to sample from a sequence of probability distributions, corresponding to posterior distributions at different times in on-line applications.
[author] Rousseauw, J.J., du Plessis, J.J., Benade, A.A., Jordaan, P.P., Kotze, J.J., Jooste, P.P. and Ferreira, J.J. (1983). Coronary risk factor screening in three rural communities. South African Medical Journal 64 430-436
1983
Earlier work this paper cites.
[author] Hastie, T.T. and Tibshirani, R.R. (1987). Nonparametirc logistic and proportional odds regression. Applied Statistics 36 260-276
1987
Earlier work this paper cites.
[author] Geyer, C. J.C. J. (1991). Markov chain Monte Carlo maximum likelihood. Computing Science and Statistics: Proceedings of the 23rd Symposium on the Interface 156-163
1991
Earlier work this paper cites.
[author] Meyn, S. P.S. P. and Tweedie, R. L.R. L. (1993). Markov Chains and Stochastic Stability. Springer, New York
1993
Earlier work this paper cites.
[author] West, M.M. (1993). Approximating posterior distributions by mixtures. J. R. Statist. Soc. B 55 409-422
1993
Earlier work this paper cites.
[author] Liu, S. J.S. J., Wong, H. W.H. W. and Kong, A.A. (1995). Covariance structure and convergence rate of the Gibbs sampler with various scans. J. R. Statist. Soc. B 57 157-169
1995
Earlier work this paper cites.
[author] Rosenthal, J. S.J. S. (1995). Minorization Conditions and Convergence Rates for Markov Chain Monte Carlo. Journal of the American Statistical Association 90 558-566
1995
Earlier work this paper cites.
[author] Mengersen, K. L.K. L. and Tweedie, R. L.R. L. (1996). Rates of convergence of the Hasting and Metropolis algorithms. The Annals of Statistics 24 101-121
1996
Earlier work this paper cites.
[author] Richardson, S.S. and Green, P. J.P. J. (1997). On Bayesian analysis of mixtures with an unknow number of components. J. R. Statist. Soc. B 88 450-456
1997
Cited alongside, same era.
[author] Roberts, O. G.O. G. and Rosenthal, S. J.S. J. (1997). Geometric ergodicity and hybrid Markov chains. Elect. Comm. in Probab. 2 13-25
1997
Cited alongside, same era.
[author] Liu, J. S.J. S. and Chen, R.R. (1998). Sequential Monte Carlo Methods for Dynamic Systems. Journal of the American Statistical Association 93 1032-1044
1998
Cited alongside, same era.
[author] Ghosal, S.S., Ghosh, J. K.J. K. and Van Der Vaart, A. W.A. W. (2000). Convergence rates of posterior distributions. Ann. Statist. 28 500-531
2000
Cited alongside, same era.
[author] Liu, J. S.J. S. (2001). Monte Carlo Strategies in Scientific Computing. Springer, New York
2001
[author] Neal, R.R. (2003). Slice sampling. The Annals of Statistics 3 705-767
2003
Later among the works it cites.
[author] Robert, C. P.C. P. and Casella, G.G. (2004). Monte Carlo Statistical Methods. New York: Springer-Verlag
2004
Later among the works it cites.
[author] Earlab, D. J.D. J. and Deema, M. W.M. W. (2005). Parallel tempering: Theory, applications, and new perspectives. Phys. Chem. Chem. Phys. 7 3910-3916
2005
Later among the works it cites.
[author] Jasra, A.A., Holmes, C. C.C. C. and Stephens, D. A.D. A. (2005). Markov Chain Monte Carlo Methods and the Label Switching Problem in Bayesian Mixture Modeling. Statistical Science 20 50-67
2005
Later among the works it cites.
[author] Kou, S.S., Zhou, Q.Q. and Wong, H. W.H. W. (2006). Equi-energy sampler with applications in statistical inference and statistical mechanics. Ann. Statist. 34 1581-1652
2006
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Cited alongside, same era.
[author] Neal, R.R. (2001). Annealed importance sampling. Statist. Comput. 11 125-139
2001
Cited alongside, same era.
[author] Chopin, M.M. (2002). A sequential particle filter for static models. Biometrika 89 539-551
2002
Cited alongside, same era.
[author] Storvik, G.G. (2002). Particle Filters for State-Space Models With the Presence of Unknown Static Parameters. IEEE Transactions on Signal Processing 50 281-289
2002
Cited alongside, same era.
Later among the works it cites.
[author] Moral, P. D.P. D., Doucet, A.A. and Jasra, A.A. (2006). Sequential Monte Carlo samplers. J. R. Statist. Soc. B 68 411-436
2006
Later among the works it cites.
[author] van der Vaart, A. W.A. W. and van Zanten, J. H.J. H. (2009). Adaptive Bayesian estimation using a Gaussian random field with inverse Gamma bandwidth. Ann. Statist. 37 2655-2675
2009
Later among the works it cites.