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Constrained Principal Component Analysis and Related Techniques

About Constrained Principal Component Analysis and Related Techniques

This book shows how constrained principal component analysis (CPCA) offers a unified framework for regression techniques and PCA. Keeping the use of complicated iterative methods to a minimum, the book includes implementation details and many real application examples. It also offers material for methodologically oriented readers interested in d

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  • Language:
  • English
  • ISBN:
  • 9780367576288
  • Binding:
  • Paperback
  • Pages:
  • 251
  • Published:
  • June 30, 2020
  • Dimensions:
  • 156x234x0 mm.
  • Weight:
  • 640 g.
Delivery: 1-2 weeks
Expected delivery: October 13, 2024

Description of Constrained Principal Component Analysis and Related Techniques

This book shows how constrained principal component analysis (CPCA) offers a unified framework for regression techniques and PCA. Keeping the use of complicated iterative methods to a minimum, the book includes implementation details and many real application examples. It also offers material for methodologically oriented readers interested in d

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