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Volumn 7, Issue , 2002, Pages 1-19

Gibbs variable selection using BUGS

Author keywords

Linear regression; Logistic regression; MCMC; Model selection

Indexed keywords


EID: 4544388285     PISSN: 15487660     EISSN: None     Source Type: Journal    
DOI: 10.18637/jss.v007.i07     Document Type: Article
Times cited : (53)

References (16)
  • 1
    • 0000506629 scopus 로고
    • Bayesian Model Choice via Markov Chain Monte Carlo Methods
    • Carlin, B.P. and Chib, S. (1995). 'Bayesian Model Choice via Markov Chain Monte Carlo Methods', Journal of the Royal Statistical Society B, 157, 473-484.
    • (1995) Journal of the Royal Statistical Society B , vol.157 , pp. 473-484
    • Carlin, B.P.1    Chib, S.2
  • 2
    • 0030532505 scopus 로고    scopus 로고
    • Bayesian Variable Selection with Related Predictors
    • Chipman, H. (1996). 'Bayesian Variable Selection with Related Predictors', Canadian Journal of Statistics, 24, 17-36.
    • (1996) Canadian Journal of Statistics , vol.24 , pp. 17-36
    • Chipman, H.1
  • 4
    • 0000860415 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo Model Determination for Hierarchical and Graphical Log-linear Models
    • Dellaportas, P. and Forster, J.J. (1999). 'Markov Chain Monte Carlo Model Determination for Hierarchical and Graphical Log-linear Models', Biometrika, 86, 615-633.
    • (1999) Biometrika , vol.86 , pp. 615-633
    • Dellaportas, P.1    Forster, J.J.2
  • 5
    • 0011335953 scopus 로고    scopus 로고
    • Bayesian Variable Selection Using the Gibbs Sampler
    • (D. K. Dey, S. Ghosh, and B. Mallick, eds.). New York: Marcel Dekker
    • Dellaportas, P., Forster, J.J. and Ntzoufras, I. (2000). 'Bayesian Variable Selection Using the Gibbs Sampler', Generalized Linear Models: A Bayesian Perspective (D. K. Dey, S. Ghosh, and B. Mallick, eds.). New York: Marcel Dekker, 271-286.
    • (2000) Generalized Linear Models: A Bayesian Perspective , pp. 271-286
    • Dellaportas, P.1    Forster, J.J.2    Ntzoufras, I.3
  • 8
    • 77956889087 scopus 로고
    • Reversible Jump Markov Chain Monte Carlo Computation and Bayesian Model Determination
    • Green, P. (1995). 'Reversible Jump Markov Chain Monte Carlo Computation and Bayesian Model Determination', Biometrika, 82, 711-732.
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.1
  • 9
    • 0011373760 scopus 로고    scopus 로고
    • Variable Selection for Regression Models
    • Kuo, L. and Mallick, B. (1998). 'Variable Selection for Regression Models', Sankhyā B, 60, 65-81.
    • (1998) Sankhyā B , vol.60 , pp. 65-81
    • Kuo, L.1    Mallick, B.2
  • 10
    • 0024203638 scopus 로고
    • Incorporating Prior Information into the Analysis of Contingency Tables
    • Knuiman, M.W. and Speed, T.P. (1988). 'Incorporating Prior Information Into the Analysis of Contingency Tables', Biometrics, 44, 1061-1071.
    • (1988) Biometrics , vol.44 , pp. 1061-1071
    • Knuiman, M.W.1    Speed, T.P.2
  • 12
    • 0242330022 scopus 로고    scopus 로고
    • Unpublished Ph.D. Thesis, Department of Statistics, Athens University of Economics and Business, Athens, Greece
    • Ntzoufras, I. (1999). 'Aspects of Bayesian Model and Variable Selection Using MCMC', Unpublished Ph.D. Thesis, Department of Statistics, Athens University of Economics and Business, Athens, Greece.
    • (1999) Aspects of Bayesian Model and Variable Selection Using MCMC
    • Ntzoufras, I.1
  • 13
    • 0000297493 scopus 로고    scopus 로고
    • Approximate Bayes Factors and Accounting for Model Uncertainty in Generalized Linear Models
    • Raftery, A.E. (1996). 'Approximate Bayes Factors and Accounting for Model Uncertainty in Generalized Linear Models', Biometrika, 83, 251-266.
    • (1996) Biometrika , vol.83 , pp. 251-266
    • Raftery, A.E.1
  • 15
    • 0003470084 scopus 로고    scopus 로고
    • MRC Biostatistics Unit, Institute of Public health, Cambridge, UK
    • Spiegelhalter, D., Thomas, A., Best, N. and Gilks, W. (1996b). BUGS 0.5: Examples Volume 1, MRC Biostatistics Unit, Institute of Public health, Cambridge, UK. Available on line access from www.mrc-bsu.cam.ac.uk/bugs/ documentation/exampVol1/bugs.html.
    • (1996) BUGS 0.5: Examples Volume 1 , vol.1
    • Spiegelhalter, D.1    Thomas, A.2    Best, N.3    Gilks, W.4
  • 16
    • 0003470084 scopus 로고    scopus 로고
    • MRC Biostatistics Unit, Institute of Public health, Cambridge, UK
    • Spiegelhalter, D., Thomas, A., Best, N. and Gilks, W.(1996c). BUGS 0.5: Examples Volume 2, MRC Biostatistics Unit, Institute of Public health, Cambridge, UK. Available on line access from www.mrc-bsu.cam.ac.uk/bugs/ documentation/exampVol2/vol 2.html.
    • (1996) BUGS 0.5: Examples Volume 2 , vol.2
    • Spiegelhalter, D.1    Thomas, A.2    Best, N.3    Gilks, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.