Analysis of multivariate and high-dimensional data/ Inge Koch

By:

Koch, Inge [author]

Material type: Text

TextSeries: 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

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Previous	SA.07 B596 Symbolic data analysis: conceptual statistics and data mining/	SA.07 H972 Exploratory multivariate analysis by example using R /	SA.07 H972 Exploratory multivariate analysis by example using R/	SA.07 K75 Analysis of multivariate and high-dimensional data/	SA.07 M298 Multivariate analysis/	SA.07 M385 Exploratory data analysis with matlab/	SA.07 R396 Methods of multivariate analysis/	Next

Includes bibliography and index

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