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Volumn 8, Issue 3, 1998, Pages 243-251

A simple method for finding a legal configuration in complex Bayesian networks

Author keywords

Complex Bayesian networks; Gibbs sampling; Markov chain Monte Carlo; Starting configuration

Indexed keywords


EID: 0041540865     PISSN: 09603174     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008909428052     Document Type: Article
Times cited : (1)

References (26)
  • 1
    • 84950453304 scopus 로고
    • Sampling-based approaches to calculating marginal densities
    • Gelfand, A. E. and Smith, A. F. M. (1990) Sampling-based approaches to calculating marginal densities. Journal of American Statistical Association, 85(410), 398-409.
    • (1990) Journal of American Statistical Association , vol.85 , Issue.410 , pp. 398-409
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 2
    • 84972492387 scopus 로고
    • Inference from iterative simulation using single and multiple sequences (with discussion)
    • Gelman, A. and Rubin, D. B. (1992) Inference from iterative simulation using single and multiple sequences (with discussion). Statistical Science, 7, 457-511.
    • (1992) Statistical Science , vol.7 , pp. 457-511
    • Gelman, A.1    Rubin, D.B.2
  • 3
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Geman, S. and Geman, D. (1984) Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 6(6), 721-41.
    • (1984) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 4
    • 0002795650 scopus 로고
    • Markov chain Monte Carlo maximum likelihood, computing science and statistics
    • Geyer, C. J. (1991) Markov chain Monte Carlo maximum likelihood, in Computing Science and Statistics, Proceedings of the 23rd Symposium on the Interface, pp. 156-63.
    • (1991) Proceedings of the 23rd Symposium on the Interface , pp. 156-163
    • Geyer, C.J.1
  • 5
    • 84972511893 scopus 로고
    • Practical Markov Chain Monte Carlo
    • Geyer, C. J. (1992) Practical Markov Chain Monte Carlo. Statistical Science, 7(4), 473-511.
    • (1992) Statistical Science , vol.7 , Issue.4 , pp. 473-511
    • Geyer, C.J.1
  • 6
    • 84950437936 scopus 로고
    • Annealing Markov chain Monte Carlo with applications to ancestral inference
    • Geyer, C. J. and Thompson, E. A. (1995) Annealing Markov chain Monte Carlo with applications to ancestral inference. Journal of American Statistical Association, 90(431), 909-20.
    • (1995) Journal of American Statistical Association , vol.90 , Issue.431 , pp. 909-920
    • Geyer, C.J.1    Thompson, E.A.2
  • 8
    • 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(1), 97-109.
    • (1970) Biometrika , vol.57 , Issue.1 , pp. 97-109
    • Hastings, W.K.1
  • 9
    • 0031961877 scopus 로고    scopus 로고
    • Generating consistent genotypic configurations for multi-allelic loci and large complex pedigrees
    • Heath, S. C. (1998) Generating consistent genotypic configurations for multi-allelic loci and large complex pedigrees. Human Heredity, 48, 1-11.
    • (1998) Human Heredity , vol.48 , pp. 1-11
    • Heath, S.C.1
  • 11
    • 0002328963 scopus 로고    scopus 로고
    • Linkage analysis in large pedigrees with many loops - Blocking Gibbs
    • Clementi, M. and Forabosco, P. (eds), Cooperativa Libraria Editrice Università di Padova
    • Jensen, C. S. and Kong, A. (1996) Linkage analysis in large pedigrees with many loops - blocking Gibbs, in European Mathematical Genetics Meeting, Clementi, M. and Forabosco, P. (eds), Cooperativa Libraria Editrice Università di Padova, pp. 84-98.
    • (1996) European Mathematical Genetics Meeting , pp. 84-98
    • Jensen, C.S.1    Kong, A.2
  • 15
    • 0025913455 scopus 로고
    • Efficient methods for computing linkage likelihoods of recessive diseases in inbred pedigrees
    • Kong, A. (1991) Efficient methods for computing linkage likelihoods of recessive diseases in inbred pedigrees. Genetic Epidemiology, 8, 81-103.
    • (1991) Genetic Epidemiology , vol.8 , pp. 81-103
    • Kong, A.1
  • 16
    • 84950442428 scopus 로고
    • Propagation of probabilities, means and variances in mixed graphical association models
    • Lauritzen, S. L. (1992) Propagation of probabilities, means and variances in mixed graphical association models. Journal of American Statistical Association, 87(420), 1098-1108.
    • (1992) Journal of American Statistical Association , vol.87 , Issue.420 , pp. 1098-1108
    • Lauritzen, S.L.1
  • 17
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • Lauritzen, S. L. and Spiegelhalter, D. J. (1988) Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistical Society, Series B, 50(2), 157-224.
    • (1988) Journal of the Royal Statistical Society, Series B , vol.50 , Issue.2 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 18
    • 33644899039 scopus 로고
    • Simulated tempering: A new Monte Carlo scheme
    • Marinari, E. and Parisi, G. (1992) Simulated tempering: a new Monte Carlo scheme. Europhysics Letters, 19, 451-58.
    • (1992) Europhysics Letters , vol.19 , pp. 451-458
    • Marinari, E.1    Parisi, G.2
  • 20
    • 46149134436 scopus 로고
    • Fusion, propagation, and structuring in belief networks
    • Pearl, J. (1986) Fusion, propagation, and structuring in belief networks. Artificial Intelligence, 29, 241-88
    • (1986) Artificial Intelligence , vol.29 , pp. 241-288
    • Pearl, J.1
  • 22
    • 0027205090 scopus 로고
    • On the irreducibility of a Markov chain defined on a space of genotype configurations by a sampling scheme
    • Sheehan, N. and Thomas, A. (1993) On the irreducibility of a Markov chain defined on a space of genotype configurations by a sampling scheme. Biometrics, 49, 163-75.
    • (1993) Biometrics , vol.49 , pp. 163-175
    • Sheehan, N.1    Thomas, A.2
  • 23
    • 85012737234 scopus 로고
    • Axioms for probability and belief-function propagation
    • Shachter, R. D., Levitt, T. S., Kanal, L. N., and Lemmer, J. F. (eds), Elsevier Science Publishers B. V. (North-Holland), Amsterdam
    • Shenoy, P. P. and Shafer, G. R. (1990) Axioms for probability and belief-function propagation, in Uncertainty in Artificial Intelligence 4, Shachter, R. D., Levitt, T. S., Kanal, L. N., and Lemmer, J. F. (eds), Elsevier Science Publishers B. V. (North-Holland), Amsterdam, pp. 169-98.
    • (1990) Uncertainty in Artificial Intelligence 4 , pp. 169-198
    • Shenoy, P.P.1    Shafer, G.R.2
  • 24
    • 0003053548 scopus 로고
    • Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods
    • Smith, A. F. M. and Roberts, G. O. (1993) Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods. Journal of the Royal Statistical Society, Series B, 55(1), 5-23.
    • (1993) Journal of the Royal Statistical Society, Series B , vol.55 , Issue.1 , pp. 5-23
    • Smith, A.F.M.1    Roberts, G.O.2
  • 26
    • 0001279441 scopus 로고
    • BUGS: A program to perform Bayesian inference using Gibbs sampling
    • Bernardo, J. M., Berger, J. O., Dawid, A. P. and Smith, A. F. M. (eds), Clarendon Press, Oxford, UK
    • Thomas, A., Spiegelhalter, D. J. and Gilks, W. R. (1992) BUGS: A program to perform Bayesian inference using Gibbs sampling, in Bayesian Statistics 4, Bernardo, J. M., Berger, J. O., Dawid, A. P. and Smith, A. F. M. (eds), Clarendon Press, Oxford, UK, pp. 837-42.
    • (1992) Bayesian Statistics 4 , pp. 837-842
    • Thomas, A.1    Spiegelhalter, D.J.2    Gilks, W.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.