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Träfflista för sökning "L773:0233 1888 OR L773:1029 4910 srt2:(2000-2004)"

Search: L773:0233 1888 OR L773:1029 4910 > (2000-2004)

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  • Pavlenko, Tatjana, et al. (author)
  • Effect of dimensionality on discrimination
  • 2001
  • In: Statistics. - : Informa UK Limited. - 0233-1888 .- 1029-4910. ; 35:3, s. 191-213
  • Journal article (peer-reviewed)abstract
    • Discrimination problems in a high-dimensional setting are considered. New results are concerned with the role of dimensionality in the performance of the discrimination procedure. Assuming that data consist of a block structurc two different asymptotic approaches are presented. These approaches are characterized by different types of relations between the dimensionality and the size of the training samples.par Asymptotic expressions for the error probabilities are obtained and a consistent approximation of the discriminant function is proposed. Throughout the paper the importance of the dimensionality in the asymptotic analysis is stressed.
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  • Result 1-2 of 2
Type of publication
journal article (2)
Type of content
peer-reviewed (2)
Author/Editor
Nilsson, Lennart (1)
Broström, Göran (1)
Pavlenko, Tatjana (1)
von Rosen, D (1)
University
Umeå University (1)
Mid Sweden University (1)
Language
English (2)
Research subject (UKÄ/SCB)
Natural sciences (1)

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