{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T12:52:38Z","timestamp":1780059158516,"version":"3.54.0"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[1997,3,1]],"date-time":"1997-03-01T00:00:00Z","timestamp":857174400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[1997,3,1]],"date-time":"1997-03-01T00:00:00Z","timestamp":857174400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Statistics and Computing"],"published-print":{"date-parts":[[1997,3]]},"DOI":"10.1023\/a:1018510926151","type":"journal-article","created":{"date-parts":[[2003,2,6]],"date-time":"2003-02-06T18:01:37Z","timestamp":1044554497000},"page":"1-10","source":"Crossref","is-referenced-by-count":137,"title":["Inference in model-based cluster analysis"],"prefix":"10.1007","volume":"7","author":[{"given":"Halima","family":"Bensmail","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gilles","family":"Celeux","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adrian E.","family":"Raftery","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian P.","family":"Robert","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"173921_CR1","doi-asserted-by":"crossref","first-page":"803","DOI":"10.2307\/2532201","volume":"49","author":"J. D. Banfield","year":"1993","unstructured":"Banfield, J. D. and Raftery, A. E. (1993) Model-based Gaussian and non Gaussian Clustering. Biometrics, 49, 803\u201321.","journal-title":"Biometrics"},{"key":"173921_CR2","doi-asserted-by":"crossref","first-page":"781","DOI":"10.1016\/0031-3203(94)00125-6","volume":"28","author":"G. Celeux","year":"1995","unstructured":"Celeux, G. and Govaert, G. (1995) Gaussian parsimonious clustering models. Pattern Recognition, 28, 781\u201393.","journal-title":"Pattern Recognition"},{"key":"173921_CR3","first-page":"7","volume":"11","author":"G. Celeux","year":"1993","unstructured":"Celeux, G. and Robert, C. (1993) Une histoire de discr\u00e9tisation (avec commentaires). La Revue de Modulad, 11, 7\u201344.","journal-title":"La Revue de Modulad"},{"key":"173921_CR4","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1111\/j.2517-6161.1994.tb01985.x","volume":"56","author":"J. Diebolt","year":"1994","unstructured":"Diebolt, J. and Robert, C. P. (1994) Bayesian estimation of finite mixture distributions. Journal of the Royal Statistical Society, Series B, 56, 363\u201375.","journal-title":"Journal of the Royal Statistical Society"},{"key":"173921_CR5","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1037\/h0044139","volume":"70","author":"W. Edwards","year":"1963","unstructured":"Edwards, W., Lindman, H. and Savage, L. J. (1963) Bayesian statistical inference for psychological research. Psychological Review, 70, 193\u2013242.","journal-title":"Psychological Review"},{"key":"173921_CR6","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1080\/01621459.1995.10476572","volume":"90","author":"R. E. Kass","year":"1995","unstructured":"Kass, R. E. and Raftery, A. E. (1995) Bayes factors. Journal of the American Statistical Association, 90, 773\u201395.","journal-title":"Journal of the American Statistical Association"},{"key":"173921_CR7","doi-asserted-by":"crossref","first-page":"451","DOI":"10.2307\/3315614","volume":"20","author":"M. Lavine","year":"1992","unstructured":"Lavine, M. and West, M. (1992) A Bayesian method for classification and discrimination. The Canadian Journal of Statistics, 20, 451\u201361.","journal-title":"The Canadian Journal of Statistics"},{"key":"173921_CR8","doi-asserted-by":"crossref","unstructured":"Lewis, S. M. and Raftery, A. E. (1997) Estimating Bayes factors via posterior simulation with the Laplace-Metropolis estimator. Journal of the American Statistical Association, to appear.","DOI":"10.2307\/2965712"},{"key":"173921_CR9","doi-asserted-by":"crossref","first-page":"767","DOI":"10.2307\/2529563","volume":"31","author":"F. H. C. Marriott","year":"1975","unstructured":"Marriott, F. H. C. (1975) Separating mixtures of normal distributions. Biometrics, 31, 767\u20139.","journal-title":"Biometrics"},{"key":"173921_CR10","volume-title":"Mixture Models, Inference and Applications to Clustering","author":"G. J. McLachlan","year":"1988","unstructured":"McLachlan, G. J. and Basford, K. E. (1988) Mixture Models, Inference and Applications to Clustering. New York, Marcel Dekker."},{"key":"173921_CR11","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1016\/0031-3203(84)90045-1","volume":"17","author":"F. Murtagh","year":"1984","unstructured":"Murtagh, F. and Raftery, A. E. (1984) Fitting straight lines to point patterns. Pattern Recognition, 17, 479\u201383.","journal-title":"Pattern Recognition"},{"key":"173921_CR12","first-page":"163","volume-title":"Practical Markov Chain Monte Carlo","author":"A. E. Raftery","year":"1996","unstructured":"Raftery, A. E. (1996a) Hypothesis testing and model selection via posterior simulation. In Practical Markov Chain Monte Carlo (W. R. Gilks, D. J. Spiegelhalter and S. Richardson, eds), London: Chapman and Hall, pp. 163\u201388."},{"key":"173921_CR13","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1093\/biomet\/83.2.251","volume":"83","author":"A. E. Raftery","year":"1996","unstructured":"Raftery, A. E. (1996b) Approximate Bayes factors and accounting for model uncertainty in generalized linear models. Biometrika, 83, 251\u201366.","journal-title":"Biometrika"},{"key":"173921_CR14","unstructured":"Raftery, A. E. and Lewis, S. M. (1993) How many iterations in the Gibbs sampler? In Bayesian Statistics 4 (J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith, eds), Oxford University Press, pp. 763\u201373."},{"key":"173921_CR15","first-page":"115","volume-title":"Practical Markov Chain Monte Carlo","author":"A. E. Raftery","year":"1996","unstructured":"Raftery, A. E. and Lewis, S. M. (1996) Implementing MCMC. In Practical Markov Chain Monte Carlo (W. R. Gilks, D. J. Spiegelhalter and S. Richardson, eds), London: Chapman and Hall, pp. 115\u201330."},{"key":"173921_CR16","unstructured":"Raftery, A. E., Madigan, D. and Hoeting, J. A. (1996) Accounting for model uncertainty in linear regression. Journal of the American Statistical Association, 91, to appear."},{"key":"173921_CR17","unstructured":"Robert, C. P. (1993) Convergence assessment of MCMC methods. Rapport Technique CREST, INSEE, Paris."},{"key":"173921_CR18","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1111\/j.2517-6161.1993.tb01466.x","volume":"55","author":"A. F. M. Smith","year":"1993","unstructured":"Smith, A. F. M. and Roberts, G. O. (1993) Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods. Journal of the Royal Statistical Society, Series B, 55, 3\u201323.","journal-title":"Journal of the Royal Statistical Society"},{"key":"173921_CR19","first-page":"181","volume":"274","author":"C. Soubiran","year":"1993","unstructured":"Soubiran, C. (1993) Kinematics of the Galaxy's stellar population from a proper motion survey. Astronomy and Astrophysics, 274, 181\u20138.","journal-title":"Astronomy and Astrophysics"},{"issue":"3","key":"173921_CR20","first-page":"17","volume":"39","author":"C. Soubiran","year":"1991","unstructured":"Soubiran, C., Celeux, G., Diebolt, J. and Robert, C. P. (1991) Analyse de m\u00e9langes gaussiens pour de petits \u00e9chantillons: application \u00e0la cin\u00e9matique stellaire. Revue de Statistique Appliqu\u00e9e, 39, 3, 17\u201336.","journal-title":"Revue de Statistique Appliqu\u00e9e"},{"key":"173921_CR21","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1080\/01621459.1987.10478458","volume":"82","author":"M. Tanner","year":"1987","unstructured":"Tanner, M. and Wong, W. (1987) The calculation of posterior distribution by data augmentation (with Discussion). Journal of the American Statistical Association, 82, 528\u201350.","journal-title":"Journal of the American Statistical Association"},{"key":"173921_CR22","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1080\/01621459.1986.10478240","volume":"81","author":"L. Tierney","year":"1986","unstructured":"Tierney, L. and Kadane, J. B. (1986) Accurate approximations for posterior moments and marginal densities. Journal of the American Statistical Association, 81, 82\u20136.","journal-title":"Journal of the American Statistical Association"}],"container-title":["Statistics and Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1018510926151.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1023\/A:1018510926151\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1018510926151.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,8]],"date-time":"2025-08-08T05:17:27Z","timestamp":1754630247000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1023\/A:1018510926151"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1997,3]]},"references-count":22,"journal-issue":{"issue":"1","published-print":{"date-parts":[[1997,3]]}},"alternative-id":["173921"],"URL":"https:\/\/doi.org\/10.1023\/a:1018510926151","relation":{},"ISSN":["0960-3174","1573-1375"],"issn-type":[{"value":"0960-3174","type":"print"},{"value":"1573-1375","type":"electronic"}],"subject":[],"published":{"date-parts":[[1997,3]]}}}