메뉴 건너뛰기




Volumn 68, Issue 1, 2006, Pages 90-110

Posterior consistency of dirichlet location-scale mixture of normals in density estimation and regression

Author keywords

Density estimation; Dirichlet process; Location scale mixtures; Posterior consistency; Regression

Indexed keywords


EID: 33751551247     PISSN: 09727671     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (59)

References (15)
  • 1
    • 1842610336 scopus 로고    scopus 로고
    • Posterior consistency for semiparametric regression problems
    • Amewou-Atisso, M., Ghosal, S., Ghosh, J.K. and Ramamoorthi, R.V. (2003). Posterior consistency for semiparametric regression problems. Bernoulli 9, 291-312.
    • (2003) Bernoulli , vol.9 , pp. 291-312
    • Amewou-Atisso, M.1    Ghosal, S.2    Ghosh, J.K.3    Ramamoorthi, R.V.4
  • 2
    • 0033438067 scopus 로고    scopus 로고
    • The consistency of posterior distributions in nonparametric problems
    • Barron, A., Schervish, M. and Wasserman, L. (1999). The consistency of posterior distributions in nonparametric problems. Ann. Statist. 27, 536-561.
    • (1999) Ann. Statist. , vol.27 , pp. 536-561
    • Barron, A.1    Schervish, M.2    Wasserman, L.3
  • 3
    • 0009147290 scopus 로고
    • The tails of probabilities chosen from a Dirichlet prior
    • Doss, H. and Sellke, T. (1982). The tails of probabilities chosen from a Dirichlet prior. Ann. Statist. 10, 1302-1305.
    • (1982) Ann. Statist. , vol.10 , pp. 1302-1305
    • Doss, H.1    Sellke, T.2
  • 4
    • 84950937290 scopus 로고
    • Bayesian density estimation and inference using mixtures
    • Escobar, M. and West, M. (1995). Bayesian density estimation and inference using mixtures. J. Amer. Statist. Assoc. 90, 577-588.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 577-588
    • Escobar, M.1    West, M.2
  • 5
    • 0001787029 scopus 로고
    • Bayesian density estimation by mixtures of Normal distributions
    • In (Rizvi M., Rustagi, J. and Siegmund, D., eds.)
    • Ferguson, T.S. (1983). Bayesian density estimation by mixtures of Normal distributions. In Recent Advances in Statistics, (Rizvi M., Rustagi, J. and Siegmund, D., eds.). 287-302.
    • (1983) Recent Advances in Statistics , pp. 287-302
    • Ferguson, T.S.1
  • 6
    • 0033074585 scopus 로고    scopus 로고
    • Posterior consistency of Dirichlet mixtures in density estimation
    • Ghosal, S., Ghosh J.K. and Ramamoorthi, R.V. (1999). Posterior consistency of Dirichlet mixtures in density estimation. Ann. Statist. 27, 143-158.
    • (1999) Ann. Statist. , vol.27 , pp. 143-158
    • Ghosal, S.1    Ghosh, J.K.2    Ramamoorthi, R.V.3
  • 7
    • 0035470893 scopus 로고    scopus 로고
    • Entropies and rates of convergence for Bayes and maximum likelihood estimation for mixture of normal densities
    • Ghosal, S. and van der Vaart, A. W. (2001). Entropies and rates of convergence for Bayes and maximum likelihood estimation for mixture of normal densities. Ann. Statist. 29, 1233-1263.
    • (2001) Ann. Statist. , vol.29 , pp. 1233-1263
    • Ghosal, S.1    van der Vaart, A.W.2
  • 9
    • 0030487956 scopus 로고    scopus 로고
    • Nonparametric hierarchical Bayes via sequential imputations
    • Liu, J.S. (1996). Nonparametric hierarchical Bayes via sequential imputations. Ann. Statist. 24, 911-930.
    • (1996) Ann. Statist. , vol.24 , pp. 911-930
    • Liu, J.S.1
  • 10
    • 0001876649 scopus 로고
    • On a class of Bayesian nonparametric estimates I: Density estimates
    • Lo, A.Y. (1984). On a class of Bayesian nonparametric estimates I: Density estimates. Ann. Statist. 12, 351-357.
    • (1984) Ann. Statist. , vol.12 , pp. 351-357
    • Lo, A.Y.1
  • 11
    • 84972808999 scopus 로고
    • Estimating normal means with a conjugate style Dirichlet process prior
    • MacEachern, S. (1994). Estimating normal means with a conjugate style Dirichlet process prior. Comm. Statist. Simulation Comput. 23, 727-741.
    • (1994) Comm. Statist. Simulation Comput. , vol.23 , pp. 727-741
    • MacEachern, S.1
  • 12
    • 0002881872 scopus 로고    scopus 로고
    • Bayesian curve fitting using multivariate normal mixtures
    • Müller, P., Erkanli, A. and West, M. (1996). Bayesian curve fitting using multivariate normal mixtures. Biometrika 83, 67-79.
    • (1996) Biometrika , vol.83 , pp. 67-79
    • Müller, P.1    Erkanli, A.2    West, M.3
  • 14
    • 4043073169 scopus 로고    scopus 로고
    • New approaches to Bayesian consistency
    • Walker, S.G. (2004). New approaches to Bayesian. consistency. Ann. Statist. 32, 2028-2043.
    • (2004) Ann. Statist. , vol.32 , pp. 2028-2043
    • Walker, S.G.1
  • 15
    • 0002612391 scopus 로고
    • Hierarchical priors and mixture models with applications in regression and density estimation
    • (Smith, A. and Freeman, P., eds.). Wiley, New York
    • West, M., Müller, P. and Escobar, M. (1994). Hierarchical priors and mixture models with applications in regression and density estimation. Aspects of Uncertainty: A Tribute to D. V. Lindley, (Smith, A. and Freeman, P., eds.). Wiley, New York. 363-386.
    • (1994) Aspects of Uncertainty: A Tribute to D. V. Lindley , pp. 363-386
    • West, M.1    Müller, P.2    Escobar, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.