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Volumn 63, Issue 1, 2007, Pages 280-289

Semiparametric Bayesian inference for multilevel repeated measurement data

Author keywords

Bayesian nonparametrics; Dirichlet process; Hierarchical model; Repeated measurement data

Indexed keywords

CHEMOTHERAPY; HIERARCHICAL SYSTEMS; INFERENCE ENGINES; RANDOM PROCESSES;

EID: 34247241595     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/j.1541-0420.2006.00668.x     Document Type: Review
Times cited : (13)

References (28)
  • 1
    • 0000708831 scopus 로고
    • Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
    • Antoniak, C. E. (1974). Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. Annals of Statistics 2, 1152-1174.
    • (1974) Annals of Statistics , vol.2 , pp. 1152-1174
    • Antoniak, C.E.1
  • 2
  • 3
    • 0000904732 scopus 로고    scopus 로고
    • A semiparametric Bayesian model for randomised block designs
    • Bush, C. A. 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.A.1    MacEachern, S.N.2
  • 5
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. S. (1973). A Bayesian analysis of some nonparametric problems. Annals of Statistics 1, 209-230.
    • (1973) Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 6
    • 0001032163 scopus 로고
    • Evaluating the accuracy of sampling-based approaches to calculating posterior moments
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith eds, Oxford: Oxford University Press
    • Geweke, J. (1992). Evaluating the accuracy of sampling-based approaches to calculating posterior moments. In Bayesian Statistics 4, J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith (eds), 169-193. Oxford: Oxford University Press.
    • (1992) Bayesian Statistics 4 , pp. 169-193
    • Geweke, J.1
  • 7
    • 0003445439 scopus 로고    scopus 로고
    • Kendall's Library of Statistics. London: Edward Arnold Publishers
    • Goldstein, H. (2003). Multilevel Statistical Models. Kendall's Library of Statistics. London: Edward Arnold Publishers.
    • (2003) Multilevel Statistical Models
    • Goldstein, H.1
  • 9
    • 0001780119 scopus 로고    scopus 로고
    • Marginalized multilevel models and likelihood inference
    • Heagerty, P. J. and Zeger, S. L. (2000). Marginalized multilevel models and likelihood inference. Statistical Science 15, 1-19.
    • (2000) Statistical Science , vol.15 , pp. 1-19
    • Heagerty, P.J.1    Zeger, S.L.2
  • 10
    • 0346338291 scopus 로고    scopus 로고
    • Generalized weighted Chinese restaurant processes for species sampling mixture models
    • Ishwaran, H. and James, L. J. (2003). Generalized weighted Chinese restaurant processes for species sampling mixture models. Statistica Sinica 13, 1211-1235.
    • (2003) Statistica Sinica , vol.13 , pp. 1211-1235
    • Ishwaran, H.1    James, L.J.2
  • 11
    • 0036967726 scopus 로고    scopus 로고
    • Independent and identically distributed Monte Carlo algorithms for semiparametric linear mixed models
    • Ishwaran, H. and Takahara, G. (2002). Independent and identically distributed Monte Carlo algorithms for semiparametric linear mixed models. Journal of the American Statistical Association 97, 1154-1166.
    • (2002) Journal of the American Statistical Association , vol.97 , pp. 1154-1166
    • Ishwaran, H.1    Takahara, G.2
  • 12
    • 1842486852 scopus 로고    scopus 로고
    • A split-merge Markov chain Monte Carlo procedure for the Dirichlet process mixture model
    • Jain, S. and Neal, R. M. (2004). A split-merge Markov chain Monte Carlo procedure for the Dirichlet process mixture model. Journal of Computational and Graphical Statistics 13, 158-182.
    • (2004) Journal of Computational and Graphical Statistics , vol.13 , pp. 158-182
    • Jain, S.1    Neal, R.M.2
  • 13
    • 0031662186 scopus 로고    scopus 로고
    • A semi-parametric Bayesian approach to the random effects model
    • Kleinman, K. and Ibrahim, J. (1998a). A semi-parametric Bayesian approach to the random effects model. Biometrics 54, 921-938.
    • (1998) Biometrics , vol.54 , pp. 921-938
    • Kleinman, K.1    Ibrahim, J.2
  • 14
    • 0032583158 scopus 로고    scopus 로고
    • A semi-parametric Bayesian approach to generalized linear mixed models
    • Kleinman, K. P. and Ibrahim, J. G. (1998b). A semi-parametric Bayesian approach to generalized linear mixed models. Statistics in Medicine 17, 2579-2596.
    • (1998) Statistics in Medicine , vol.17 , pp. 2579-2596
    • Kleinman, K.P.1    Ibrahim, J.G.2
  • 16
    • 0346020392 scopus 로고    scopus 로고
    • Semiparametric regression for clustered data
    • Lin, X. H. and Carroll, R. J. (2001a). Semiparametric regression for clustered data. Biometrika 88, 1179-1185.
    • (2001) Biometrika , vol.88 , pp. 1179-1185
    • Lin, X.H.1    Carroll, R.J.2
  • 17
    • 0442312205 scopus 로고    scopus 로고
    • Semiparametric regression for clustered data using generalized estimating equations
    • Lin, X. H. and Carroll, R. J. (2001b). Semiparametric regression for clustered data using generalized estimating equations. Journal of the American Statistical Association 96, 1045-1056.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 1045-1056
    • Lin, X.H.1    Carroll, R.J.2
  • 19
    • 0038524824 scopus 로고    scopus 로고
    • Efficient MCMC schemes for robust model extensions using encompassing Dirichlet process mixture models
    • F. Ruggeri and D. Ríos-Insua eds, New York: Springer-Verlag
    • MacEachern, S. N. and Müller, P. (2000). Efficient MCMC schemes for robust model extensions using encompassing Dirichlet process mixture models. In Robust Bayesian Analysis, F. Ruggeri and D. Ríos-Insua (eds), 295-316. New York: Springer-Verlag.
    • (2000) Robust Bayesian Analysis , pp. 295-316
    • MacEachern, S.N.1    Müller, P.2
  • 22
    • 4043092820 scopus 로고    scopus 로고
    • Nonparametric Bayesian data analysis
    • Müller, P. and Quintana, F. (2004). Nonparametric Bayesian data analysis. Statistical Science 19, 95-110.
    • (2004) Statistical Science , vol.19 , pp. 95-110
    • Müller, P.1    Quintana, F.2
  • 23
    • 0038909620 scopus 로고    scopus 로고
    • A Bayesian population model with hierarchical mixture priors applied to blood count data
    • Müller, P. and Rosner, G. (1997). A Bayesian population model with hierarchical mixture priors applied to blood count data. Journal of the American Statistical Association 92, 1279-1292.
    • (1997) Journal of the American Statistical Association , vol.92 , pp. 1279-1292
    • Müller, P.1    Rosner, G.2
  • 25
    • 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. Journal of Computational and Graphical Statistics 9, 249-265.
    • (2000) Journal of Computational and Graphical Statistics , vol.9 , pp. 249-265
    • Neal, R.M.1
  • 26
    • 0000130672 scopus 로고    scopus 로고
    • Some developments of the Blackwell-MacQueen urn scheme
    • Statistics, Probability and Game Theory. Papers in Honor of David Blackwell, T. S. Ferguson, L. S. Shapeley, and J. B. MacQueen eds, Hayward, California: Institute of Mathematical Statistics
    • Pitman, J. (1996). Some developments of the Blackwell-MacQueen urn scheme. In Statistics, Probability and Game Theory. Papers in Honor of David Blackwell, IMS Lecture Notes, T. S. Ferguson, L. S. Shapeley, and J. B. MacQueen (eds), 245-268. Hayward, California: Institute of Mathematical Statistics.
    • (1996) IMS Lecture Notes , pp. 245-268
    • Pitman, J.1
  • 27
    • 85153176351 scopus 로고    scopus 로고
    • Smith, B. J, 2005, Bayesian Output Analysis program BOA, version 1.1.5. Available at
    • Smith, B. J. (2005). Bayesian Output Analysis program (BOA), version 1.1.5. Available at http://www.publichealth. uiowa.edu/boa.
  • 28
    • 0242629909 scopus 로고    scopus 로고
    • Population models with a nonparametric random coefficient distribution
    • Walker, S. and Wakefield, J. (1998). Population models with a nonparametric random coefficient distribution. Sankhya, Series B 60, 196-214.
    • (1998) Sankhya, Series B , vol.60 , pp. 196-214
    • Walker, S.1    Wakefield, J.2


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