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Statistical Foundations of Data Science

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Gives a comprehensive and systematic account of high-dimensional data analysis, including variable selection via regularization methods and sure independent feature screening methods. It is a valuable reference for researchers involved with model selection, variable selection, machine learning, and risk management.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781466510845
  • Indbinding:
  • Hardback
  • Sideantal:
  • 774
  • Udgivet:
  • 17. august 2020
  • Størrelse:
  • 241x163x45 mm.
  • Vægt:
  • 1378 g.
  • 8-11 hverdage.
  • 9. december 2024
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Gives a comprehensive and systematic account of high-dimensional data analysis, including variable selection via regularization methods and sure independent feature screening methods. It is a valuable reference for researchers involved with model selection, variable selection, machine learning, and risk management.

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