Rankings and Preferences - E-book

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Rankings And Preferences - ENG

New Results In Weighted Correlation And Weighted Principal Component Analysis With Applications

Joaquim Pinto da Costa

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Sinopsis

ISBN:	9783662483442
Formato:	Page Fidelity
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Matemáticas
Subtema:	Probabilidad y estadística general
Año de publicación:	2015-09-15

This book examines in detail the correlation, more precisely the weighted correlation and applicationsÂ involving rankings. A general applicationÂ is the evaluation of methods to predict rankings. Others involveÂ 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 presentÂ newÂ weightedÂ 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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