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文章基本信息

  • 标题:Estimation and model selection for model-based clustering with the conditional classification likelihood
  • 本地全文:下载
  • 作者:Jean-Patrick Baudry
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2015
  • 卷号:9
  • 期号:1
  • 页码:1041-1077
  • DOI:10.1214/15-EJS1026
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:The Integrated Completed Likelihood (ICL) criterion was introduced by Biernacki, Celeux and Govaert (2000) in the model-based clustering framework to select a relevant number of classes and has been used by statisticians in various application areas. A theoretical study of ICL is proposed.
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