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portada Rankings and Preferences: New Results in Weighted Correlation and Weighted Principal Component Analysis With Applications (Springerbriefs in Statistics)
Type
Physical Book
Publisher
Author
Year
2015
Language
English
Pages
104
Format
Paperback
ISBN13
9783662483435
Edition No.
1
Categories

Rankings and Preferences: New Results in Weighted Correlation and Weighted Principal Component Analysis With Applications (Springerbriefs in Statistics)

Joaquim Pinto Da Costa (Author) · Springer · Paperback

Rankings and Preferences: New Results in Weighted Correlation and Weighted Principal Component Analysis With Applications (Springerbriefs in Statistics) - Joaquim Pinto Da Costa

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Synopsis "Rankings and Preferences: New Results in Weighted Correlation and Weighted Principal Component Analysis With Applications (Springerbriefs in Statistics) "

This book examines in detail the correlation, more precisely the weighted correlation and applications involving rankings. A general application is the evaluation of methods to predict rankings. Others involve rankings representing human preferences to infer user preferences; the use of weighted correlation with microarray data and those in the domain of time series. In this book we present new weighted correlation coefficients and new methods of weighted principal component analysis. We also introduce new methods of dimension reduction and clustering for time series data and describe some theoretical results on the weighted correlation coefficients in separate sections.

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