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Analysis of Multivariate and High-Dimensional Data

About 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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  • Language:
  • English
  • ISBN:
  • 9780521887939
  • Binding:
  • Hardback
  • Pages:
  • 526
  • Published:
  • December 1, 2013
  • Dimensions:
  • 180x260x29 mm.
  • Weight:
  • 1282 g.
Delivery: 2-4 weeks
Expected delivery: December 15, 2024

Description of 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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