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Linear Dimensionality Reduction: An Approach Based on Scatter Matrices - Wiley Series in Probability and Statistics (Hardback)
  • Linear Dimensionality Reduction: An Approach Based on Scatter Matrices - Wiley Series in Probability and Statistics (Hardback)
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Linear Dimensionality Reduction: An Approach Based on Scatter Matrices - Wiley Series in Probability and Statistics (Hardback)

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£65.00
Hardback 420 Pages / Published: 07/05/2021
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In almost all fields of applications, statisticians are confronted with highly complex data sets with large dimensions. Dimension reduction methods naturally provide a better understanding of the data and reveal hidden structures. The book provides tools with a unifying statistical theory to recover hidden structures, latent variables, or latent subspaces in multivariate and dependent data. Throughout the book, the theory is illustrated with examples on practical data sets.

Publisher: John Wiley & Sons Inc
ISBN: 9781118494622
Number of pages: 420

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