Description
| Product ID: | 9783319406411 |
| Product Form: | Hardback |
| Country of Manufacture: | CH |
| Series: | Springer Proceedings in Mathematics & Statistics |
| Title: | The Multiple Facets of Partial Least Squares and Related Methods |
| Subtitle: | PLS, Paris, France, 2014 |
| Authors: | Author: Gilbert Saporta, Vincenzo Esposito Vinzi, Laura Trinchera, Herve Abdi, Giorgio Russolillo |
| Page Count: | 316 |
| Subjects: | Probability and statistics, Probability & statistics, Mathematical modelling, Mathematical modelling |
| Description: | This volume presents state of the art theories, new developments, and important applications of Partial Least Square (PLS) methods. This volume presents state of the art theories, new developments, and important applications of Partial Least Square (PLS) methods. The text begins with the invited communications of current leaders in the field who cover the history of PLS, an overview of methodological issues, and recent advances in regression and multi-block approaches. The rest of the volume comprises selected, reviewed contributions from the 8th International Conference on Partial Least Squares and Related Methods held in Paris, France, on 26-28 May, 2014. They are organized in four coherent sections: 1) new developments in genomics and brain imaging, 2) new and alternative methods for multi-table and path analysis, 3) advances in partial least square regression (PLSR), and 4) partial least square path modeling (PLS-PM) breakthroughs and applications. PLS methods are very versatile methods that are now used in areas as diverse as engineering, life science, sociology, psychology, brain imaging, genomics, and business among both academics and practitioners. The selected chapters here highlight this diversity with applied examples as well as the most recent advances. |
| Imprint Name: | Springer International Publishing AG |
| Publisher Name: | Springer International Publishing AG |
| Country of Publication: | GB |
| Publishing Date: | 2016-10-14 |
