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Volumn 7, Issue 4, 2012, Pages 997-1034

The discrete infinite logistic normal distribution

Author keywords

Dirichlet process; Gaussian process; Mixed membership models

Indexed keywords


EID: 84872504960     PISSN: 19360975     EISSN: 19316690     Source Type: Journal    
DOI: 10.1214/12-BA734     Document Type: Article
Times cited : (43)

References (49)
  • 3
    • 79956201651 scopus 로고    scopus 로고
    • Sparse variational analysis of large longitudinal data sets
    • Armagan, A. and Dunson, D. (2011). "Sparse variational analysis of large longitudinal data sets." Statistics & Probability Letters, 81: 1056{1062.
    • (2011) Statistics & Probability Letters , vol.81 , pp. 1056-1062
    • Armagan, A.1    Dunson, D.2
  • 5
    • 0002617436 scopus 로고
    • Ferguson Distributions Via Pólya Urn Schemes
    • Blackwell, D. and MacQueen, J. (1973). "Ferguson Distributions Via Pólya Urn Schemes." Annals of Statistics, 1(2) 353{355.
    • (1973) Annals of Statistics , vol.1 , Issue.2 , pp. 353-355
    • Blackwell, D.1    MacQueen, J.2
  • 6
    • 84867186048 scopus 로고    scopus 로고
    • Variational inference for Dirichlet process mixtures
    • Blei, D. and Jordan, M. (2005). "Variational inference for Dirichlet process mixtures." Bayesian Analysis, 1(1): 121{144.
    • (2005) Bayesian Analysis , vol.1 , Issue.1 , pp. 121-144
    • Blei, D.1    Jordan, M.2
  • 7
    • 52449116403 scopus 로고    scopus 로고
    • A correlated topic model of Science
    • Blei, D. and Lafferty, J. (2007). "A correlated topic model of Science." Annals of Applied Statistics, 1(1): 17{35.
    • (2007) Annals of Applied Statistics , vol.1 , Issue.1 , pp. 17-35
    • Blei, D.1    Lafferty, J.2
  • 8
    • 76249118968 scopus 로고    scopus 로고
    • Topic Models
    • Srivastava, A. and Sahami, M. (eds.), Taylor and Francis
    • Blei, D. (2009). "Topic Models." In Srivastava, A. and Sahami, M. (eds.), Text Mining: Theory and Applications. Taylor and Francis.
    • (2009) Text Mining: Theory and Applications
    • Blei, D.1
  • 10
    • 0000043041 scopus 로고
    • Some matrix-variate distribution theory: Notational considerations and a Bayesian application
    • Dawid, A. (1981). "Some matrix-variate distribution theory: Notational considerations and a Bayesian application." Biometrika, 68(1): 265{274. 1008
    • (1981) Biometrika , vol.68 , Issue.1 , pp. 265-274
    • Dawid, A.1
  • 11
    • 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. 1001
    • (2007) Biometrika , vol.94 , Issue.4 , pp. 809-825
    • Duan, J.1    Guindani, M.2    Gelfand, A.3
  • 12
    • 40249086281 scopus 로고    scopus 로고
    • Kernel stick-breaking processes
    • Dunson, D. and Park, J. (2008). "Kernel stick-breaking processes." Biometrika, 95(2): 307{323. 1001
    • (2008) Biometrika , vol.95 , Issue.2 , pp. 307-323
    • Dunson, D.1    Park, J.2
  • 14
    • 52949126188 scopus 로고    scopus 로고
    • Describing Disability Through Individual-Level Mixture Models for Multivariate Binary Data
    • Erosheva, E., Fienberg, S., and Joutard, C. (2007). "Describing Disability Through Individual-Level Mixture Models for Multivariate Binary Data." Annals of Applied Statistics, 1(2): 346{384. 1007
    • (2007) Annals of Applied Statistics , vol.1 , Issue.2 , pp. 346-384
    • Erosheva, E.1    Fienberg, S.2    Joutard, C.3
  • 16
    • 84950937290 scopus 로고
    • Bayesian density estimation and inference using mixtures
    • Escobar, M. D. and West, M. (1995). "Bayesian density estimation and inference using mixtures." Journal of the American Statistical Association, 90(430): 577{588. 1006
    • (1995) Journal of the American Statistical Association , vol.90 , Issue.430 , pp. 577-588
    • Escobar, M.D.1    West, M.2
  • 17
    • 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: 209{230. 1001, 1002, 1003
    • (1973) The Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.1
  • 18
    • 0001787029 scopus 로고
    • Bayesian density estimation by mixtures of normal distributions
    • Rizvi, M., Rustagi, J., and Siegmund, D. (eds.), Academic Press
    • Ferguson, T. (1983). "Bayesian density estimation by mixtures of normal distributions." In Rizvi, M., Rustagi, J., and Siegmund, D. (eds.), Recent Advances in Statistics, volume 155, 287{302. Academic Press.
    • (1983) Recent Advances in Statistics , vol.155 , pp. 287-302
    • Ferguson, T.1
  • 23
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • Hastings, W. (1970). "Monte Carlo sampling methods using Markov chains and their applications." Biometrika, 57: 97{109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.1
  • 26
    • 0036623091 scopus 로고    scopus 로고
    • Exact and approximate sum representations for the Dirichlet process
    • Ishwaran, H. and Zarepour, M. (2002). "Exact and approximate sum representations for the Dirichlet process." Canadian Journal of Statistics, 30: 269{283.
    • (2002) Canadian Journal of Statistics , vol.30 , pp. 269-283
    • Ishwaran, H.1    Zarepour, M.2
  • 27
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • Jordan, M., Ghahramani, Z., Jaakkola, T., and Saul, L. (1999). "An introduction to variational methods for graphical models." Machine Learning, 37: 183{233.
    • (1999) Machine Learning , vol.37 , pp. 183-233
    • Jordan, M.1    Ghahramani, Z.2    Jaakkola, T.3    Saul, L.4
  • 29
  • 31
    • 0001742255 scopus 로고
    • The logistic normal distribution for Bayesian, nonparametric, predictive densities
    • Lenk, P. (1988). "The logistic normal distribution for Bayesian, nonparametric, predictive densities." Journal of the American Statistical Association, 83(402) 509{516.
    • (1988) Journal of the American Statistical Association , vol.83 , Issue.402 , pp. 509-516
    • Lenk, P.1
  • 33
    • 0001876649 scopus 로고
    • On a class of Bayesian nonparametric estimates. I. Density estimates
    • Lo, A. (1984). "On a class of Bayesian nonparametric estimates. I. Density estimates." Annals of Statistics, 12 351{357.
    • (1984) Annals of Statistics , vol.12 , pp. 351-357
    • Lo, A.1
  • 35
    • 3543010206 scopus 로고    scopus 로고
    • A method for combining inference across related nonparametric Bayesian models
    • Müller, P., Quintana, F., and Rosner, G. (2004). "A method for combining inference across related nonparametric Bayesian models." Journal of the Royal Statistical Society, 66: 735{749.
    • (2004) Journal of the Royal Statistical Society , vol.66 , pp. 735-749
    • Müller, P.1    Quintana, F.2    Rosner, G.3
  • 37
    • 0034118493 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotype data
    • Pritchard, J., Stephens, M., and Donnelly, P. (2000). "Inference of population structure using multilocus genotype data." Genetics, 155: 945{959.
    • (2000) Genetics , vol.155 , pp. 945-959
    • Pritchard, J.1    Stephens, M.2    Donnelly, P.3
  • 43
    • 0000147488 scopus 로고    scopus 로고
    • Online model selection based on the variational Bayes
    • Sato, M. (2001). "Online model selection based on the variational Bayes." Neural Computation, 13(7): 1649{1681.
    • (2001) Neural Computation , vol.13 , Issue.7 , pp. 1649-1681
    • Sato, M.1
  • 44
    • 0000720609 scopus 로고
    • A constructive definition of Dirichlet priors
    • Sethuraman, J. (1994). "A constructive definition of Dirichlet priors." Statistica Sinica, 4: 639{650.
    • (1994) Statistica Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1
  • 47


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.