Foundations of predictive analytics

Foundations of predictive analytics

by Coggeshall, Stephen Wu, Guowei

Type Book
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Properties of statistical distributions -- Important matrix relationships -- Linear modeling and regression -- Nonlinear modeling -- Time series analysis -- Data preparation and variable selection -- Model goodness measures -- Optimization methods -- Miscellaneous topics.

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Title Statements

  • Full title :Foundations of predictive analytics / James Wu, Stephen Coggeshall.

Summary

Properties of statistical distributions -- Important matrix relationships -- Linear modeling and regression -- Nonlinear modeling -- Time series analysis -- Data preparation and variable selection -- Model goodness measures -- Optimization methods -- Miscellaneous topics.

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Edition Statements

  • Publication Date:2012.

Publication Statements

  • Publisher(s):Chapman & Hall/CRC
  • Place of Publication:Boca Raton, Fla
  • Language:eng
  • Publication Date:2012.

The Physical Object

  • Description:Online-Ressource.

Edition Identifiers

  • ISBN:9781439869468, 1439869464, 9781439869482, 1439869480
  • oclc:ocn851046964
  • Dewey Decimal:006.312

Subjects

Writers

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