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Volumn 9, Issue , 2010, Pages 313-320

Dirichlet Process mixtures of Generalized Linear Models

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DIRICHLET PROCESS MIXTURE; GAUSSIAN PROCESSES; GENERALIZED LINEAR MODEL; MEAN FUNCTIONS; NON-PARAMETRIC REGRESSION; REGRESSION TREES;

EID: 79551491528     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (32)
  • 1
    • 1842610336 scopus 로고    scopus 로고
    • Posterior consistency for semi-parametric regression problems
    • Amewou-Atisso, M., Ghosal, S., Ghosh, J. and Ramamoorthi, R. (2003), 'Posterior consistency for semi-parametric regression problems', Bernoulli 9(2), 291-312.
    • (2003) Bernoulli , vol.9 , Issue.2 , pp. 291-312
    • Amewou-Atisso, M.1    Ghosal, S.2    Ghosh, J.3    Ramamoorthi, R.4
  • 2
    • 0000708831 scopus 로고
    • Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
    • Antoniak, C. (1974), 'Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems', The Annals of Statistics 2(6), 1152-1174.
    • (1974) The Annals of Statistics , vol.2 , Issue.6 , pp. 1152-1174
    • Antoniak, C.1
  • 3
    • 0033438067 scopus 로고    scopus 로고
    • The consistency of posterior distributions in non-parametric problems
    • Barron, A., Schervish, M. and Wasserman, L. (1999), 'The consistency of posterior distributions in non-parametric problems', The Annals of Statistics 27(2), 536-561.
    • (1999) The Annals of Statistics , vol.27 , Issue.2 , pp. 536-561
    • Barron, A.1    Schervish, M.2    Wasserman, L.3
  • 5
    • 0002617436 scopus 로고
    • Ferguson distributions via Polya urn schemes
    • Blackwell, D. and MacQueen, J. (1973), 'Ferguson distributions via Polya urn schemes', The Annals Statistics 1(2), 353-355.
    • (1973) The Annals Statistics , vol.1 , Issue.2 , pp. 353-355
    • Blackwell, D.1    MacQueen, J.2
  • 8
    • 0003171807 scopus 로고
    • On the consistency of Bayes estimates
    • Diaconis, P. and Freedman, D. (1986), 'On the consistency of Bayes estimates', The Annals of Statistics 14(1), 1-26.
    • (1986) The Annals of Statistics , vol.14 , Issue.1 , pp. 1-26
    • Diaconis, P.1    Freedman, D.2
  • 9
    • 37549057387 scopus 로고    scopus 로고
    • Generalized spatial Dirichlet process models
    • Duan, J., Guindani, M. and Gelfand, A. (2007), 'Generalized spatial Dirichlet process models', Biometrika 94(4), 809-825.
    • (2007) Biometrika , vol.94 , Issue.4 , pp. 809-825
    • Duan, J.1    Guindani, M.2    Gelfand, A.3
  • 11
    • 84950937290 scopus 로고
    • Bayesian density estimation and inference using mixtures
    • Escobar, M. and West, M. (1995), 'Bayesian Density Estimation and Inference Using Mixtures.', Journal of the American Statistical Association 90(430), 577-588.
    • (1995) Journal of the American Statistical Association , vol.90 , Issue.430 , pp. 577-588
    • Escobar, M.1    West, M.2
  • 12
    • 0001400429 scopus 로고    scopus 로고
    • Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems
    • Fan, J., Yao, Q. and Tong, H. (1996), 'Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems', Biometrika83(1), 189-204.
    • (1996) Biometrika , vol.83 , Issue.1 , pp. 189-204
    • Fan, J.1    Yao, Q.2    Tong, H.3
  • 13
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. (1973), 'A Bayesian analysis of some nonparametric problems', The Annals of Statistics 1(2), 209-230.
    • (1973) The Annals of Statistics , vol.1 , Issue.2 , pp. 209-230
    • Ferguson, T.1
  • 15
    • 0033074585 scopus 로고    scopus 로고
    • Posterior consistency of Dirichlet mixtures in density estimation
    • Ghosal, S., Ghosh, J. and Ramamoorthi, R. (1999), 'Posterior consistency of Dirichlet mixtures in density estimation', The Annals of Statistics 27(1), 143-158.
    • (1999) The Annals of Statistics , vol.27 , Issue.1 , pp. 143-158
    • Ghosal, S.1    Ghosh, J.2    Ramamoorthi, R.3
  • 18
    • 74049162551 scopus 로고    scopus 로고
    • Bayesian nonparametric modelling with the Dirichlet process regression smoother
    • Statistics and Actuarial Science, University of Kent
    • Griffin, J. and Steel, M. (2007), Bayesian nonparametric modelling with the Dirichlet process regression smoother, Technical report, Institute of Mathematics, Statistics and Actuarial Science, University of Kent.
    • (2007) Technical Report, Institute of Mathematics
    • Griffin, J.1    Steel, M.2
  • 23
    • 0002881872 scopus 로고    scopus 로고
    • Bayesian curve fitting using multivariate normal mixtures
    • Muller, P., Erkanli, A. and West, M. (1996), 'Bayesian curve fitting using multivariate normal mixtures', Biometrika 83(1), 67-79.
    • (1996) Biometrika , vol.83 , Issue.1 , pp. 67-79
    • Muller, P.1    Erkanli, A.2    West, M.3
  • 24
    • 77950032550 scopus 로고    scopus 로고
    • Markov chain sampling methods for Dirichlet process mixture models
    • Neal, R. (2000), 'Markov chain sampling methods for Dirichlet process mixture models', Journal of Computational and Graphical Statistics 9(2), 249-265.
    • (2000) Journal of Computational and Graphical Statistics , vol.9 , Issue.2 , pp. 249-265
    • Neal, R.1
  • 26
    • 60449108968 scopus 로고    scopus 로고
    • Bayesian nonparametric functional data analysis through density estimation
    • Rodriguez, A., Dunson, D. and Gelfand, A. (2009), 'Bayesian nonparametric functional data analysis through density estimation', Biometrika 96(1), 149-162.
    • (2009) Biometrika , vol.96 , Issue.1 , pp. 149-162
    • Rodriguez, A.1    Dunson, D.2    Gelfand, A.3
  • 27
  • 28
    • 70349425847 scopus 로고    scopus 로고
    • Nonlinear models using Dirichlet process mixtures
    • Shahbaba, B. and Neal, R. (2009), 'Nonlinear Models Using Dirichlet Process Mixtures', Journal of Machine Learning Research 10, 1829-1850.
    • (2009) Journal of Machine Learning Research , vol.10 , pp. 1829-1850
    • Shahbaba, B.1    Neal, R.2
  • 29
    • 33751551247 scopus 로고    scopus 로고
    • Posterior consistency of Dirichlet location-scale mixture of normals in density estimation and regression
    • Tokdar, S. (2006), 'Posterior consistency of Dirichlet location-scale mixture of normals in density estimation and regression', Sankhya: The Indian Journal of Statistics 67, 90-110.
    • (2006) Sankhya: The Indian Journal of Statistics , vol.67 , pp. 90-110
    • Tokdar, S.1
  • 30
    • 4043073169 scopus 로고    scopus 로고
    • New approaches to Bayesian consistency
    • Walker, S. (2004), 'New approaches to Bayesian consistency', The Annals of Statistics 32(5), 2028-2043.
    • (2004) The Annals of Statistics , vol.32 , Issue.5 , pp. 2028-2043
    • Walker, S.1
  • 31
    • 0002612391 scopus 로고
    • Hierarchical priors and mixture models, with application in regression and density estimation
    • West, M., Muller, P. and Escobar, M. (1994), Hierarchical priors and mixture models, with application in regression and density estimation, in 'Aspects of uncertainty: A Tribute to DV Lindley', pp. 363-386.
    • (1994) Aspects of Uncertainty: A Tribute to DV Lindley , pp. 363-386
    • West, M.1    Muller, P.2    Escobar, M.3
  • 32
    • 0032295215 scopus 로고    scopus 로고
    • Modeling of strength of high-performance concrete using artificial neural networks
    • Yeh, I. (1998), 'Modeling of strength of high-performance concrete using artificial neural networks', Cement and Concrete research 28(12), 1797-1808.
    • (1998) Cement and Concrete Research , vol.28 , Issue.12 , pp. 1797-1808
    • Yeh, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.