Multiple Facets of Partial Least Squares and Related Methods Abdi HervePevná vazba
Multiple Facets of Partial Least Squares and Related Methods Abdi HervePevná vazba This volume presents state of the art theories, new developments, and important applications of Partial Least Square…
Specifikacia Multiple Facets of Partial Least Squares and Related Methods Abdi HervePevná vazba
Multiple Facets of Partial Least Squares and Related Methods Abdi HervePevná vazba
This volume presents state of the art theories, new developments, and important applications of Partial Least Square (PLS) methods. 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. 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.
PLS methods are very versatile methods that are now used in 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.