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Volumn 6, Issue 6, 2000, Pages 1021-1034

A large-deviation principle for Dirichlet posteriors

Author keywords

Asymptotics; Bayesian nonparametrics; Dirichlet process; Large deviations

Indexed keywords


EID: 0000339296     PISSN: 13507265     EISSN: None     Source Type: Journal    
DOI: 10.2307/3318469     Document Type: Article
Times cited : (24)

References (18)
  • 1
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    • The consistency of posterior distributions in nonparametric problems
    • Barren, A., Schervish, M.J. 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
    • Barren, A.1    Schervish, M.J.2    Wasserman, L.3
  • 4
    • 0001120413 scopus 로고
    • A Bayesian analysis of some non-parametric problems
    • Ferguson, T.S. (1973) A Bayesian analysis of some non-parametric problems. Ann. Statist., 1, 209-230.
    • (1973) Ann. Statist. , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 5
    • 0000780135 scopus 로고
    • Prior distributions on spaces of probability measures
    • Ferguson, T.S. (1974) Prior distributions on spaces of probability measures. Ann. Statist., 2, 615-629.
    • (1974) Ann. Statist. , vol.2 , pp. 615-629
    • Ferguson, T.S.1
  • 6
    • 0000202123 scopus 로고
    • On the asymptotic behavior of Bayes estimates in the discrete case
    • Freedman, D. (1963) On the asymptotic behavior of Bayes estimates in the discrete case. Ann. Math. Statist., 34, 1386-1403.
    • (1963) Ann. Math. Statist. , vol.34 , pp. 1386-1403
    • Freedman, D.1
  • 12
    • 21144477858 scopus 로고
    • Some aspects of Pôlya tree distributions for statistical modelling
    • Lavine, M. (1992) Some aspects of Pôlya tree distributions for statistical modelling. Ann. Statist., 20, 1222-1235.
    • (1992) Ann. Statist. , vol.20 , pp. 1222-1235
    • Lavine, M.1
  • 13
    • 0000821744 scopus 로고
    • Large deviations for processes with independent increments
    • Lynch, J. and Sethuraman, J. (1987) Large deviations for processes with independent increments. Ann. Probab., 15, 610-627.
    • (1987) Ann. Probab. , vol.15 , pp. 610-627
    • Lynch, J.1    Sethuraman, J.2
  • 17
    • 0003915472 scopus 로고    scopus 로고
    • Rates of convergence of posterior distributions
    • Dept. of Statistics, Carnegie-Mellon University
    • Shen, X. and Wasserman, L. (1998) Rates of convergence of posterior distributions. Technical report, Dept. of Statistics, Carnegie-Mellon University.
    • (1998) Technical Report
    • Shen, X.1    Wasserman, L.2
  • 18
    • 0000595116 scopus 로고    scopus 로고
    • Asymptotic properties of nonparametric Bayesian procedures
    • Dept. of Statistics, Carnegie-Mellon University
    • Wasserman, L. (1998) Asymptotic properties of nonparametric Bayesian procedures. Technical report, Dept. of Statistics, Carnegie-Mellon University
    • (1998) Technical Report
    • Wasserman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.