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Analysis of Multivariate and High-Dimensional Data

af Inge (University of Adelaide) Koch

indgår i Cambridge Series in Statistical and Probabilistic Mathematics serien

Analysis of Multivariate and High-Dimensional Data af Inge (University of Adelaide) Koch
Bag om Analysis of Multivariate and High-Dimensional Data

'Big data' poses challenges that require both classical multivariate methods and modern machine-learning techniques. This coherent treatment integrates theory with data analysis, visualisation and interpretation of the analysis. Problems, data sets and MATLAB (R) code complete the package. It is suitable for master's/graduate students in statistics and working scientists in data-rich disciplines.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9780521887939
  • Indbinding:
  • Hardback
  • Sideantal:
  • 526
  • Udgivet:
  • 2. december 2013
  • Størrelse:
  • 180x260x29 mm.
  • Vægt:
  • 1282 g.
  • Ukendt - mangler pt..

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'Big data' poses challenges that require both classical multivariate methods and modern machine-learning techniques. This coherent treatment integrates theory with data analysis, visualisation and interpretation of the analysis. Problems, data sets and MATLAB (R) code complete the package. It is suitable for master's/graduate students in statistics and working scientists in data-rich disciplines.

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