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Volumn , Issue , 2002, Pages 489-496

Bayesian Monte Carlo

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS;

EID: 85156274535     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (60)

References (11)
  • 1
    • 0003764428 scopus 로고
    • Technical Report No. 102, November 1988, Laboratory for Computational Statistics, Department of Statistics, Stanford University
    • Friedman, J. (1988). Multivariate Adaptive Regression Splines. Technical Report No. 102, November 1988, Laboratory for Computational Statistics, Department of Statistics, Stanford University.
    • (1988) Multivariate Adaptive Regression Splines
    • Friedman, J.1
  • 2
    • 0041593780 scopus 로고    scopus 로고
    • Bayesian quadrature with non-normal approximating functions
    • Kennedy, M. (1998). Bayesian quadrature with non-normal approximating functions, Statistics and Computing, 8, pp. 365-375.
    • (1998) Statistics and Computing , vol.8 , pp. 365-375
    • Kennedy, M.1
  • 3
    • 0001341735 scopus 로고    scopus 로고
    • Introduction to Monte Carlo methods
    • M. I. Jordan (ed), MIT Press, 1999
    • MacKay, D. J. C. (1999). Introduction to Monte Carlo methods. In Learning in Graphical Models, M. I. Jordan (ed), MIT Press, 1999.
    • (1999) Learning in Graphical Models
    • MacKay, D. J. C.1
  • 4
    • 0000736067 scopus 로고    scopus 로고
    • Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
    • Gelman, A. and Meng, X.-L. (1998) Simulating normalizing constants: From importance sampling to bridge sampling to path sampling, Statistical Science, vol. 13, pp. 163-185.
    • (1998) Statistical Science , vol.13 , pp. 163-185
    • Gelman, A.1    Meng, X.-L.2
  • 6
    • 0000273048 scopus 로고    scopus 로고
    • Annealed Importance Sampling
    • Neal, R. M. (2001). Annealed Importance Sampling, Statistics and Computing, 11, pp. 125-139.
    • (2001) Statistics and Computing , vol.11 , pp. 125-139
    • Neal, R. M.1
  • 7
    • 0013521749 scopus 로고
    • Monte Carlo is fundamentally unsound
    • O'Hagan, A. (1987). Monte Carlo is fundamentally unsound, The Statistician, 36, pp. 247-249.
    • (1987) The Statistician , vol.36 , pp. 247-249
    • O'Hagan, A.1
  • 9
    • 0001136395 scopus 로고
    • Some Bayesian Numerical Analysis
    • (J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith, eds), Oxford University Press, (with discussion)
    • O'Hagan, A. (1992). Some Bayesian Numerical Analysis. Bayesian Statistics 4 (J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith, eds), Oxford University Press, pp. 345-365 (with discussion).
    • (1992) Bayesian Statistics , vol.4 , pp. 345-365
    • O'Hagan, A.1
  • 10
    • 33751505380 scopus 로고    scopus 로고
    • Gaussian Processes to Speed up Hybrid Monte Carlo for Expensive Bayesian Integrals
    • (J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith and M. West, eds), Oxford University Press
    • C. E. Rasmussen (2003). Gaussian Processes to Speed up Hybrid Monte Carlo for Expensive Bayesian Integrals, Bayesian Statistics 7 (J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith and M. West, eds), Oxford University Press.
    • (2003) Bayesian Statistics , vol.7
    • Rasmussen, C. E.1
  • 11
    • 0002295913 scopus 로고    scopus 로고
    • Gaussian Processes for Regression
    • D. S. Touretzky, M. C. Mozer and M. E. Hasselmo (editors), MIT Press
    • Williams, C. K. I. and C. E. Rasmussen (1996). Gaussian Processes for Regression, in D. S. Touretzky, M. C. Mozer and M. E. Hasselmo (editors), NIPS 8, MIT Press.
    • (1996) NIPS , vol.8
    • Williams, C. K. I.1    Rasmussen, C. E.2


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