메뉴 건너뛰기




Volumn 20, Issue 4, 2010, Pages 1507-1527

Bayesian nonparametric modelling with the dirichlet process regression smoother

Author keywords

Model centring; Nonlinear regression; Nonparametric regression; Stick breaking prior

Indexed keywords


EID: 78349248992     PISSN: 10170405     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (23)

References (24)
  • 1
    • 0000904732 scopus 로고    scopus 로고
    • A semiparametric Bayesian model for randomised block designs
    • Bush, C. E. and MacEachern, S. N. (1996). A semiparametric Bayesian model for randomised block designs. Biometrika 83, 275-285.
    • (1996) Biometrika , vol.83 , pp. 275-285
    • Bush, C.E.1    MacEachern, S.N.2
  • 4
    • 40249086281 scopus 로고    scopus 로고
    • Kernel stick breaking processes
    • Dunson, D. B. and Park, J. H. (2008). Kernel stick breaking processes. Biometrika 95, 307-323.
    • (2008) Biometrika , vol.95 , pp. 307-323
    • Dunson, D.B.1    Park, J.H.2
  • 6
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. S. (1973). A Bayesian analysis of some nonparametric problems. Ann. Statist. 1, 209-230.
    • (1973) Ann. Statist. , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 8
    • 84928846219 scopus 로고
    • A note on gender and the prestige of occupations
    • Fox, J. and Suschnigg, C. (1989). A note on gender and the prestige of occupations. Canad. J. Sociology 14, 353-360.
    • (1989) Canad. J. Sociology , vol.14 , pp. 353-360
    • Fox, J.1    Suschnigg, C.2
  • 9
    • 24644441776 scopus 로고    scopus 로고
    • Bayesian nonparametric modelling with Dirichlet process mixing
    • Gelfand, A. E., Kottas, A. and MacEachern, S. N. (2005). Bayesian nonparametric modelling with Dirichlet process mixing. J. Amer. Statist. Assoc. 100, 1021-1035.
    • (2005) J. Amer. Statist. Assoc. , vol.100 , pp. 1021-1035
    • Gelfand, A.E.1    Kottas, A.2    MacEachern, S.N.3
  • 10
    • 78349263151 scopus 로고    scopus 로고
    • Default priors for density estimation with mixture model
    • Griffin, J. E. (2010). Default priors for density estimation with mixture model. Bayesian Analysis 5, 45-64.
    • (2010) Bayesian Analysis , vol.5 , pp. 45-64
    • Griffin, J.E.1
  • 11
    • 33645509944 scopus 로고    scopus 로고
    • Order-based dependent Dirichlet processes
    • Griffin, J. E. and Steel, M. F. J. (2006). Order-based dependent Dirichlet processes. J. Amer. Statist. Assoc., 101, 179-194.
    • (2006) J. Amer. Statist. Assoc. , vol.101 , pp. 179-194
    • Griffin, J.E.1    Steel, M.F.J.2
  • 12
    • 1842816362 scopus 로고    scopus 로고
    • Gibbs sampling methods for stick-breaking priors
    • Ishwaran, H. and James, L. (2001). Gibbs sampling methods for stick-breaking priors. J. Amer. Statist. Assoc. 96, 161-73.
    • (2001) J. Amer. Statist. Assoc. , vol.96 , pp. 161-73
    • Ishwaran, H.1    James, L.2
  • 13
    • 1542679104 scopus 로고    scopus 로고
    • Bayesian semiparametric median regression modeling
    • Kottas, A. and Gelfand, A. E. (2001). Bayesian semiparametric median regression modeling. J. Amer. Statist. Assoc. 96, 1458-1468.
    • (2001) J. Amer. Statist. Assoc. , vol.96 , pp. 1458-1468
    • Kottas, A.1    Gelfand, A.E.2
  • 14
    • 67949114183 scopus 로고    scopus 로고
    • Bayesian semiparametric modeling in quantile regression
    • Kottas, A. and Krnjajic, M. (2009). Bayesian semiparametric modeling in quantile regression. Scand. J. Statist. 36, 297-319.
    • (2009) Scand. J. Statist. , vol.36 , pp. 297-319
    • Kottas, A.1    Krnjajic, M.2
  • 15
    • 34249736819 scopus 로고    scopus 로고
    • A general approach to heteroscedastic linear regression
    • Leslie, D. S., Kohn, R. and Nott, D. J. (2007). A general approach to heteroscedastic linear regression. Statist. Comput. 17, 131-146.
    • (2007) Statist. Comput. , vol.17 , pp. 131-146
    • Leslie, D.S.1    Kohn, R.2    Nott, D.J.3
  • 16
    • 24644475726 scopus 로고    scopus 로고
    • Technical Report, Ohio State University, Department of Statistics
    • MacEachern, S. N. (2000). Dependent Dirichlet processes. Technical Report, Ohio State University, Department of Statistics.
    • (2000) Dependent Dirichlet Processes
    • MacEachern, S.N.1
  • 17
    • 77950032550 scopus 로고    scopus 로고
    • Markov chain sampling methods for Dirichlet process mixture models
    • Neal, R. M. (2000). Markov chain sampling methods for Dirichlet process mixture models," J. Comput. Graph. Statist. 9, 249-265.
    • (2000) J. Comput. Graph. Statist. , vol.9 , pp. 249-265
    • Neal, R.M.1
  • 18
    • 33745671715 scopus 로고    scopus 로고
    • Non-Gaussian Bayesian geostatistical modeling
    • Palacios, M. B. and Steel, M. F. J. (2006). Non-Gaussian Bayesian geostatistical modeling. J. Amer. Statist. Assoc. 101, 604-618.
    • (2006) J. Amer. Statist. Assoc. , vol.101 , pp. 604-618
    • Palacios, M.B.1    Steel, M.F.J.2
  • 19
    • 40249114903 scopus 로고    scopus 로고
    • Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models
    • Papaspiliopoulos, O. and Roberts, G. (2008). Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models. Biometrika, 95, 169-186.
    • (2008) Biometrika , vol.95 , pp. 169-186
    • Papaspiliopoulos, O.1    Roberts, G.2
  • 21
    • 48349083226 scopus 로고    scopus 로고
    • A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields
    • Reich, B. and Fuentes, M. (2007). A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Ann. Appl. Statist. 1, 249-264.
    • (2007) Ann. Appl. Statist. , vol.1 , pp. 249-264
    • Reich, B.1    Fuentes, M.2
  • 22
    • 0000720609 scopus 로고
    • A constructive definition of the Dirichlet process
    • Sethuraman, J. (1994). A constructive definition of the Dirichlet process. Statist. Sinica 4, 639-650.
    • (1994) Statist. Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.