Selection of a Representative Sample

نویسندگان

  • Herbert K. H. Lee
  • Matthew Taddy
  • Genetha A. Gray
چکیده

Sometimes a larger dataset needs to be reduced to just a few points, and it is desirable that these points be representative of the whole dataset. If the future uses of these points are not fully specified in advance, standard decision-theoretic approaches will not work. We present here methodology for choosing a small representative sample based on a mixture modeling approach.

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عنوان ژورنال:
  • J. Classification

دوره 27  شماره 

صفحات  -

تاریخ انتشار 2010