Robust Methods for Data Reduction

Farcomeni, Alessio; Greco, Luca

ISBN 10: 0367783517 / ISBN 13: 9780367783518

Verlag: Routledge, 2021

Beschreibung

Bestandsnummer des Verkäufers 18387202922

Bibliografische Details

• Titel: Robust Methods for Data Reduction
• Verlag: Routledge
• Erscheinungsjahr: 2021
• Sprache: Englisch
• ISBN-10: 0367783517
• ISBN-13: 9780367783518
• Einband: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

This book gives a non-technical overview of robust data reduction techniques, encouraging the use of these important and useful methods in practical applications. The main areas covered include principal components analysis, sparse principal component analysis, canonical correlation analysis, factor analysis, clustering, double clustering, and d

Über die Autorin bzw. den Autor

Alessio Farcomeni is an assistant professor in the Department of Public Health and Infectious Diseases at the University of Rome Sapienza. His work focuses on robust statistics, longitudinal models, categorical data analysis, cluster analysis, and multiple testing. He also is involved in clinical, ecological, and econometric research.

Luca Greco is an assistant professor in the Department of Law, Economics, Management and Quantitative Methods at the University of Sannio. His research interests include robust statistics, likelihood asymptotics, pseudolikelihood functions, and skew elliptical distributions.