Statistics for high-dimensional data

Statistics for high-dimensional data: methods, theory and applications

by Bühlmann, Peter Lukas Geer, Sara van de

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Title Statements

  • Full title :Statistics for high-dimensional data : methods, theory and applications / Peter Bühlmann, Sara van de Geer

Edition Statements

  • Publication Date:2011

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:Berlin
  • Language:eng
  • Publication Date:2011

The Physical Object

  • Description:556 s. : : illustrations

Edition Identifiers

  • ISBN:9783642201912, 3642201911
  • oclc:ocn770710880

Subjects

Boosting Dimensionsreduktion Fonctions de lissage Inferenzstatistik Lasso-Methode Least absolute deviations (Statistics) Linear models (Statistics) Mathematical statistics Moindres valeurs absolues Nonconvex programming Programmation non convexe Smoothness of functions

Writers

Bühlmann, Peter Lukas Geer, Sara van de

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