Overview
- Up-to-date review of the PLS methods recently developed and their applications in marketing
- Complete and comprehensive overview of the field
- Focus both on statistical methodology and selected real world problems
- Includes supplementary material: sn.pub/extras
Part of the book series: Springer Handbooks of Computational Statistics (SHCS)
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Table of contents (34 chapters)
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METHODS
Reviews
From the reviews:
“I found the book to be a good resource for those without prior knowledge of PLS looking forward to an introduction as well as a comprehensive reference for every researcher and every practitioner interested in the most recent advances in PLS methodology. All of them should have this title as an essential part of their library. … Great Stuff! … will be the definitive reference work in the field for a good time to come. … it is wonderfully readable and referable.” (Current Engineering Practice, August, 2011)
“The book is divided into three parts, dealing, respectively, with contemporary methodological developments, applications in marketing and related areas, and tutorials on particular aspects of PLS analysis. It provides a comprehensive overview of recent advances in the area, and describes cutting-edge methodological developments showing how PLS can be applied in tackling a wide variety of problem types. … for people who do have some prior experience with PLS, this book is a goldmine of novel methodological and practical applications.” (David J. Hand, International Statistical Review, Vol. 80 (3), 2012)
Editors and Affiliations
Bibliographic Information
Book Title: Handbook of Partial Least Squares
Book Subtitle: Concepts, Methods and Applications
Editors: Vincenzo Esposito Vinzi, Wynne W. Chin, Jörg Henseler, Huiwen Wang
Series Title: Springer Handbooks of Computational Statistics
DOI: https://doi.org/10.1007/978-3-540-32827-8
Publisher: Springer Berlin, Heidelberg
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2010
Hardcover ISBN: 978-3-540-32825-4Published: 26 February 2010
Softcover ISBN: 978-3-662-50043-9Published: 09 August 2016
eBook ISBN: 978-3-540-32827-8Published: 10 March 2010
Series ISSN: 2197-9790
Series E-ISSN: 2197-9804
Edition Number: 1
Number of Pages: XIV, 798
Topics: Probability Theory and Stochastic Processes, Mathematical Modeling and Industrial Mathematics, Statistics and Computing/Statistics Programs, Statistical Theory and Methods, Marketing