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Principal Component Analysis Handbook

Principal Component Analysis Handbook

Hardcover

Probability & Statistics

ISBN10: 1632404168
ISBN13: 9781632404169
Publisher: Clanrye Intl
Published: Feb 19 2015
Pages: 232
Weight: 1.06
Height: 0.56 Width: 6.00 Depth: 9.00
Language: English
This book on Principal component analysis (PCA) is a significant contribution to the field of data analysis. PCA involves a statistical procedure which orthogonally transforms a set of possibly correlated observations into set of values of linearly uncorrelated variables called principal components. The aim of this book is to enhance knowledge of scientists, engineers and researchers regarding the advantages of this technique in data analysis and includes information on the uses of PCA in distinct fields like multi-sensor data fusion, ecology, energy, agriculture, climate, image and video processing, gas chromatographic examination, color coating, materials science and automatic target identification.

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Probability & Statistics