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Analysis of multivariate and high-dimensional data/ Inge Koch

By: Material type: TextTextSeries: Cambridge Seris in Statistical and Probabilistic MathematicsPublication details: New York: CUP, 2014Description: xxv, 504 pages, charts, 26 cmISBN:
  • 9780521887939
Subject(s): DDC classification:
  • SA.07 K75
Contents:
Classical methods -- Principal component analysis -- Cannonical correlation analysis -- Discriminant analysis -- Norms proximities features and dualities -- Cluster analysis -- Factor analysis -- Multidimensional scaling -- Towards non-gaussianity -- Independent component analysis -- Projection pursuit -- kernel and more independent component methods -- Feature selection and principal component analysis revisited
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Holdings
Item type Current library Call number Status Notes Date due Barcode Item holds
Books ISI Library, Kolkata SA.07 K75 (Browse shelf(Opens below)) Available Gifted by Prof. Amita Pal C27469
Total holds: 0

Includes bibliography and index

Classical methods -- Principal component analysis -- Cannonical correlation analysis -- Discriminant analysis -- Norms proximities features and dualities -- Cluster analysis -- Factor analysis -- Multidimensional scaling -- Towards non-gaussianity -- Independent component analysis -- Projection pursuit -- kernel and more independent component methods -- Feature selection and principal component analysis revisited

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