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Handbook of Partial Least Squares: Concepts, Methods and Applications (Springer Handbooks of Computational Statistics)
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Description for Handbook of Partial Least Squares: Concepts, Methods and Applications (Springer Handbooks of Computational Statistics)
Hardcover. This handbook provides a comprehensive overview of Partial Least Squares (PLS) methods with specific reference to their use in marketing and with a discussion of the directions of current research and perspectives. Editor(s): Esposito Vinzi, Vincenzo; Chin, Wynne W.; Henseler, Joerg; Wang, Huiwen. Series: Springer Handbooks of Computational Statistics. Num Pages: 798 pages, biography. BIC Classification: PBT; PBWH. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 42. Weight in Grams: 1376.
Partial Least Squares is a family of regression based methods designed for the an- ysis of high dimensional data in a low-structure environment. Its origin lies in the sixties, seventies and eighties of the previous century, when Herman O. A. Wold vigorously pursued the creation and construction of models and methods for the social sciences, where “soft models and soft data” were the rule rather than the exception, and where approaches strongly oriented at prediction would be of great value. Theauthorwasfortunatetowitnessthedevelopment rsthandforafewyears. Herman Wold suggested (in 1977) to write a PhD-thesis on LISREL versus PLS in the context of latent ... Read more
Partial Least Squares is a family of regression based methods designed for the an- ysis of high dimensional data in a low-structure environment. Its origin lies in the sixties, seventies and eighties of the previous century, when Herman O. A. Wold vigorously pursued the creation and construction of models and methods for the social sciences, where “soft models and soft data” were the rule rather than the exception, and where approaches strongly oriented at prediction would be of great value. Theauthorwasfortunatetowitnessthedevelopment rsthandforafewyears. Herman Wold suggested (in 1977) to write a PhD-thesis on LISREL versus PLS in the context of latent ... Read more
Product Details
Format
Hardback
Publication date
2010
Publisher
Springer
Condition
New
Series
Springer Handbooks of Computational Statistics
Number of Pages
798
Place of Publication
Berlin, Germany
ISBN
9783540328254
SKU
V9783540328254
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Handbook of Partial Least Squares: Concepts, Methods and Applications (Springer Handbooks of Computational Statistics)
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. ... Read more