Multivariate Data Analysis on Matrix Manifolds: With Manopt - Couverture rigide

Livre 9 sur 11: Springer Series in the Data Sciences

Trendafilov, Nickolay; Gallo, Michele

 
9783030769734: Multivariate Data Analysis on Matrix Manifolds: With Manopt
Couverture rigide
ISBN 10 : 3030769739 ISBN 13 : 9783030769734
Editeur : Springer Nature Switzerland AG, 2021

Synopsis

Unlike similar texts, it treats the MDA problems as optimization problems on matrix manifolds defined by the MDA model parameters, allowing them to be solved using (free) optimization software Manopt.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Nickolay T. Trendafilov is Reader of Computational Statistics in the School of Mathematics and Statistics, Open University, UK. He received MSc and PhD in the Department of Mathematics and Informatics, University of Sofia "St. Kl. Ohridski", and then joined the Laboratory of Computational Stochastic, Bulgarian Academy of Sciences. He held research and visiting positions in a number of universities in Belgium, Italy, Japan and USA. His interests are in the computational aspects of multivariate data analysis and interpretation. Other activities include elected memberships in the International Statistical Institute (ISI), the Royal Statistical Society's (RSS) Computing Section, and the Board of Directors, European Regional Section of the International Association for Statistical Computing (IASC).
Michele Gallo is Professor in the Department of Human and Social Sciences at the University of Naples - L'Orientale. He received his PhD degree in Total Quality Management from the University of Naples - Federico II, in 2000. His current research interest is in Multivariate Data Analysis, Compositional and Ordinal Data, Rasch Analysis. He has published more than 90 research articles. He is Associate-Editor of the journal Computational Statistics.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer Nature Switzerland AG
Date d'édition
2021
Langue
anglais
ISBN 10 
3030769739
ISBN 13 
9783030769734
Reliure
Relié
Nombre de pages
470
Coordonnées du fabricant
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Autres éditions populaires du même titre

9783030769765: Multivariate Data Analysis on Matrix Manifolds: (with Manopt)

Edition présentée

ISBN 10 :  3030769763 ISBN 13 :  9783030769765
Editeur : Springer, 2022
Couverture souple