Abstract : Regularized Generalized Canonical Correlation Analysis (RGCCA) and Partial Least Squares Path Modeling (PLSPM) have been proposed for studying relationships between J sets of variables observed on the same set of individual staking into account a graph of connection between blocks. The main goal of this communication, is to compare the various options of PLS-PM and RGCCA. Actually, first comparisons show very close behavior of these two approaches.
https://hal-supelec.archives-ouvertes.fr/hal-00869374 Contributor : Alexandra SiebertConnect in order to contact the contributor Submitted on : Thursday, October 3, 2013 - 10:22:15 AM Last modification on : Monday, December 14, 2020 - 12:38:06 PM Long-term archiving on: : Saturday, January 4, 2014 - 4:50:40 AM