Handbook of Partial Least Squares

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)