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Volumn 93, Issue 443, 1998, Pages 1045-1054

Adaptive markov chain monte carlo through regeneration

Author keywords

Adaptive method; Bayesian inference; Gibbs sampling; Markov chain Monte Carlo; Metropolis Hastings algorithm; Mixing rate; Regeneration; Splitting

Indexed keywords


EID: 0032333313     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.1998.10473766     Document Type: Article
Times cited : (222)

References (25)
  • 4
    • 0042759311 scopus 로고
    • An Iterative Monte Carlo Method for Nonconjugate Bayesian Analysis
    • Carlin, B. P. and Gelfand, A. E. (1991), "An Iterative Monte Carlo Method for Nonconjugate Bayesian Analysis," Statistics and Computing, 1,119-128.
    • (1991) Statistics and Computing , vol.1 , pp. 119-128
    • Carlin, B.P.1    Gelfand, A.E.2
  • 7
    • 0002425247 scopus 로고
    • On Markov Chain Monte Carlo Acceleration
    • Gelfand, A. E., and Sahu, S. K. (1994), "On Markov Chain Monte Carlo Acceleration," J. Comp. Graph. Statist., 3, 261-276.
    • (1994) J. Comp. Graph. Statist , vol.3 , pp. 261-276
    • Gelfand, A.E.1    Sahu, S.K.2
  • 8
    • 0001574731 scopus 로고
    • Efficient Paramc-terizations for Normal Linear Mixed Models
    • Gelfand, A. E., Sahu, S. K., and Carlin, B. P. (1995), "Efficient Paramc-terizations for Normal Linear Mixed Models." Biometrika 82. 479-488.
    • (1995) Biometrika , vol.82 , pp. 479-488
    • Gelfand, A.E.1    Sahu, S.K.2    Carlin, B.P.3
  • 10
    • 0000954353 scopus 로고    scopus 로고
    • Efficient Metropolis Jumping Rules
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford, U.K.: Oxford University Press
    • Gclman, A., Roberts, G. O., and Gilks, W. R. (1996), "Efficient Metropolis Jumping Rules," in Bayesian Statistics 5, eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford, U.K.: Oxford University Press, pp. 599-608.
    • (1996) Bayesian Statistics 5 , pp. 599-608
    • Gclman, A.1    Roberts, G.O.2    Gilks, W.R.3
  • 12
    • 0002388372 scopus 로고    scopus 로고
    • Strategies for Improving MCMC
    • W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, London: Chapman and Hall
    • Gilks, W. R., and Roberts, G. O. (1990). "Strategies for Improving MCMC," in Markov Chain Monte Carlo in Practice, eds. W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, London: Chapman and Hall, pp. 89-114.
    • (1990) Markov Chain Monte Carlo in Practice , pp. 89-114
    • Gilks, W.R.1    Roberts, G.O.2
  • 13
    • 0002388372 scopus 로고    scopus 로고
    • MCMC in Practice, eds. W. R. Gilks, D. J. Spiegelhalter, and S. Richardson, London: Chapman and Hall
    • Gilks, W. R., and Roberts, G. O (1996), "Strategies for Improving MCMC," in MCMC in Practice, eds. W. R. Gilks, D. J. Spiegelhalter, and S. Richardson, London: Chapman and Hall, pp. 89-114.
    • (1996) Strategies for Improving MCMC , pp. 89-114
    • Gilks, W.R.1    Roberts, G.O.2
  • 15
    • 77956890234 scopus 로고
    • Monte Carlo Sampling Methods Using Markov Chains and Their Applications
    • Hastings, W. K. (1970). "Monte Carlo Sampling Methods Using Markov Chains and Their Applications," Biometrika, 57, 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 18
    • 0003078723 scopus 로고
    • Approximate Bayesian Inference With the Weighted Likelihood Bootstrap
    • Newton, M. A., and Raftery, A. E. (1994), "Approximate Bayesian Inference With the Weighted Likelihood Bootstrap" (with discussion), Journal of the Royal Statistical Society, Ser. B, 56, 3-48.
    • (1994) Journal of the Royal Statistical Society, Ser. B , vol.56 , pp. 3-48
    • Newton, M.A.1    Raftery, A.E.2
  • 21
    • 84972527127 scopus 로고
    • Convergence Control Methods for Markov Chain Monte Carlo Algorithms
    • Robert, C. P. (1995), "Convergence Control Methods for Markov Chain Monte Carlo Algorithms," Statistical Science, 10, 231-253.
    • (1995) Statistical Science , vol.10 , pp. 231-253
    • Robert, C.P.1
  • 22
    • 0001974429 scopus 로고    scopus 로고
    • MCMC in Practice eds. W. R. Gilks, D. J. Spiegelhalter. and S. Richardson, London: Chapman and Hall
    • Roberts, G. O. (1996), "Markov Chain Concepts Related to Sampling Algorithms," in MCMC in Practice eds. W. R. Gilks, D. J. Spiegelhalter. and S. Richardson, London: Chapman and Hall, pp. 45-57.
    • (1996) Markov Chain Concepts Related to Sampling Algorithms , pp. 45-57
    • Roberts, G.O.1
  • 23
    • 33746388444 scopus 로고    scopus 로고
    • Geometric Convergence and Central Limit Theorems for Multidimensional Hastings-Metropolis A1 gorithms
    • Roberts, G. O., and Tweedie, R. L. (1996). "Geometric Convergence and Central Limit Theorems for Multidimensional Hastings-Metropolis A1 gorithms," Biometrika, 83, 1, 1996, 96-110.
    • (1996) Biometrika , vol.83 , Issue.1 , pp. 96-110
    • Roberts, G.O.1    Tweedie, R.L.2
  • 24
    • 0000605742 scopus 로고    scopus 로고
    • Computation on Bayesian Graphical Models
    • J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith, Oxford U.K.: Oxford University Press
    • Spiegelhalter, D. J., Thomas, A., and Best, N. G. (1996), "Computation on Bayesian Graphical Models," in Bayesian Statistics 5, eds. J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith, Oxford U.K.: Oxford University Press, pp. 407-426.
    • (1996) Bayesian Statistics 5 , pp. 407-426
    • Spiegelhalter, D.J.1    Thomas, A.2    Best, N.G.3
  • 25
    • 85012512037 scopus 로고
    • Markov Chains for Exploring Posterior Distributions
    • Tierney, L. (1994), "Markov Chains for Exploring Posterior Distributions" (with discussion). The Annals of Statistics, 22, 1701-1762.
    • (1994) (With Discussion). The Annals of Statistics , vol.22 , pp. 1701-1762
    • Tierney, L.1


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