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Volumn 93, Issue 1, 2006, Pages 41-52

Efficient Bayes factor estimation from the reversible jump output

Author keywords

Bayesian model choice; Bridge sampling; Marginal likelihood; Markov chain Monte Carlo; Reversible jump

Indexed keywords


EID: 33644967739     PISSN: 00063444     EISSN: 14643510     Source Type: Journal    
DOI: 10.1093/biomet/93.1.41     Document Type: Article
Times cited : (40)

References (22)
  • 1
    • 0000506629 scopus 로고
    • Bayesian model choice via Markov-chain Monte-Carlo methods
    • CARLIN, B. P. & CHIB, S. (1995). Bayesian model choice via Markov-chain Monte-Carlo methods. J. R. Statist. Soc. B 57, 473-84.
    • (1995) J. R. Statist. Soc. B , vol.57 , pp. 473-484
    • Carlin, B.P.1    Chib, S.2
  • 2
    • 0002205556 scopus 로고    scopus 로고
    • Rao-Blackwellisation of sampling schemes
    • CASELLA, G. & ROBERT, C. P. (1996). Rao-Blackwellisation of sampling schemes. Biometrika 83, 81-94.
    • (1996) Biometrika , vol.83 , pp. 81-94
    • Casella, G.1    Robert, C.P.2
  • 3
    • 0031527297 scopus 로고    scopus 로고
    • On Monte Carlo methods for estimating ratios of normalizing constants
    • CHEN, M. H. & SHAO, Q. M. (1997a). On Monte Carlo methods for estimating ratios of normalizing constants. Ann. Statist. 25, 1563-94.
    • (1997) Ann. Statist. , vol.25 , pp. 1563-1594
    • Chen, M.H.1    Shao, Q.M.2
  • 4
    • 0031492218 scopus 로고    scopus 로고
    • Estimating ratios of normalizing constants for densities with different dimensions
    • CHEN, M. H. & SHAO, Q. M. (1997b). Estimating ratios of normalizing constants for densities with different dimensions. Statist. Sinica 7, 607-30.
    • (1997) Statist. Sinica , vol.7 , pp. 607-630
    • Chen, M.H.1    Shao, Q.M.2
  • 5
    • 0041974049 scopus 로고
    • Marginal likelihood from the Gibbs output
    • CHIB, S. (1995). Marginal likelihood from the Gibbs output. J. Am. Statist Assoc. 90, 1313-21.
    • (1995) J. Am. Statist Assoc. , vol.90 , pp. 1313-1321
    • Chib, S.1
  • 6
    • 1842715143 scopus 로고    scopus 로고
    • Marginal likelihood from the Metropolis-Hastings output
    • CHIB, S. & JELIAZKOV, I. (2001). Marginal likelihood from the Metropolis-Hastings output. J. Am. Statist. Assoc. 96, 270-81.
    • (2001) J. Am. Statist. Assoc. , vol.96 , pp. 270-281
    • Chib, S.1    Jeliazkov, I.2
  • 7
    • 0041696122 scopus 로고    scopus 로고
    • On Bayesian model and variable selection using MCMC
    • DELLAPORTAS, P., FORSTER, J. J. & NTZOUFRAS, I. (2002). On Bayesian model and variable selection using MCMC. Statist. Comp. 12, 27-36.
    • (2002) Statist. Comp. , vol.12 , pp. 27-36
    • Dellaportas, P.1    Forster, J.J.2    Ntzoufras, I.3
  • 8
    • 0000736067 scopus 로고    scopus 로고
    • Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
    • GELMAN, A. & MENG, X. L. (1998). Simulating normalizing constants: from importance sampling to bridge sampling to path sampling. Statist. Sci. 13, 163-85.
    • (1998) Statist. Sci. , vol.13 , pp. 163-185
    • Gelman, A.1    Meng, X.L.2
  • 9
    • 0035591051 scopus 로고    scopus 로고
    • On the relationship between Markov chain Monte Carlo methods for model uncertainty methods
    • GODSILL, S. J. (2001). On the relationship between Markov chain Monte Carlo methods for model uncertainty methods. J. Comp. Graph. Statist. 10, 230-48.
    • (2001) J. Comp. Graph. Statist. , vol.10 , pp. 230-248
    • Godsill, S.J.1
  • 10
    • 77956889087 scopus 로고
    • Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
    • GREEN, P. J. (1995). Reversible jump Markov chain Monte Carlo computation and Bayesian model determination. Biometrika 82, 711-32.
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.J.1
  • 11
    • 0346641850 scopus 로고    scopus 로고
    • Trans-dimensional Markov chain Monte Carlo
    • Ed. P. J. Green, N. L. Hjort and S. Richardson. Oxford: Oxford University Press
    • GREEN, P. J. (2003). Trans-dimensional Markov chain Monte Carlo. In Highly Structured Stochastic Systems, Ed. P. J. Green, N. L. Hjort and S. Richardson, pp. 179-98. Oxford: Oxford University Press.
    • (2003) Highly Structured Stochastic Systems , pp. 179-198
    • Green, P.J.1
  • 12
    • 0442312140 scopus 로고    scopus 로고
    • Markov chain Monte Carlo methods for computing Bayes factors: A comparative review
    • HAN, C. & CARLIN, B. P. (2001). Markov chain Monte Carlo methods for computing Bayes factors: a comparative review, J. Am. Statist. Assoc. 96, 1122-32.
    • (2001) J. Am. Statist. Assoc. , vol.96 , pp. 1122-1132
    • Han, C.1    Carlin, B.P.2
  • 13
    • 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
  • 14
    • 33846432342 scopus 로고
    • Some tests of significance, treated by the theory of probability
    • JEFFREYS, H. (1935). Some tests of significance, treated by the theory of probability. Proc. Camb. Phil. Soc. 31, 203-22.
    • (1935) Proc. Camb. Phil. Soc. , vol.31 , pp. 203-222
    • Jeffreys, H.1
  • 17
    • 0033460110 scopus 로고    scopus 로고
    • Bayes factors: What they are and what they are not
    • LAVINE, M. & SCHERVISH, M. J. (1999). Bayes factors: what they are and what they are not. Am. Statistician 53, 119-22.
    • (1999) Am. Statistician , vol.53 , pp. 119-122
    • Lavine, M.1    Schervish, M.J.2
  • 19
    • 21444451325 scopus 로고    scopus 로고
    • Simulating ratios of normalizing constants via a simple identity: A theoretical exploration
    • MENG, X. L. & WONG, W. H. (1996). Simulating ratios of normalizing constants via a simple identity: a theoretical exploration. Statist. Sinica 6, 831-60.
    • (1996) Statist. Sinica , vol.6 , pp. 831-860
    • Meng, X.L.1    Wong, W.H.2
  • 21
    • 3142761519 scopus 로고    scopus 로고
    • Bridge estimation of the probability density at a point
    • MIRA, A. & NICHOLLS, G. (2004). Bridge estimation of the probability density at a point. Statist. Sinica 14, 603-12.
    • (2004) Statist. Sinica , vol.14 , pp. 603-612
    • Mira, A.1    Nicholls, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.