Nonlinear Principal Component Analysis and Its Applications

Häftad, Engelska, 2016

AvYuichi Mori,Masahiro Kuroda,Naomichi Makino

829 kr

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This book expounds the principle and related applications of nonlinear principal component analysis (PCA), which is useful method to analyze mixed measurement levels data.

Produktinformation

Utgivningsdatum2016-12-16
Mått155 x 235 x 10 mm
Vikt159 g
FormatHäftad
SpråkEngelska
SerieSpringerBriefs in Statistics
Antal sidor80
FörlagSpringer Verlag, Singapore
ISBN9789811001574

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“This book endeavors to demonstrate the usefulness of theory and applications of the nonlinear PCA and MCA. The authors have written an interesting and high valuable book, which gives an excellent overview to the mathematical foundations and the statistical principles of its themes. At the end of each chapter, a short list of references is provided and this will help a reader wishing to pursue this area further.” (Apostolos Batsidis, zbMATH, Vol. 1366.62011, 2017)