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  • 标题:An <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>M</mml:mi></mml:math>-Estimation-Based Procedure for Determining the Number of Regression Models in Regression Clustering
  • 本地全文:下载
  • 作者:C. R. Rao ; Y. Wu ; Q. Shao
  • 期刊名称:Advances in Decision Sciences
  • 印刷版ISSN:2090-3359
  • 电子版ISSN:2090-3367
  • 出版年度:2007
  • 卷号:2007
  • DOI:10.1155/2007/37475
  • 出版社:Hindawi Publishing Corporation
  • 摘要:In this paper, a procedure based on M-estimation to determine the number of regression models for the problem of regression clustering is proposed. We have shown that the true classification is attained when n increases to infinity under certain mild conditions, for instance, without assuming normality of the distribution of the random errors in each regression model.
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