Name
Title | ||
|---|---|---|
Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis. |
Abstract | ||
|---|---|---|
•Multiblock and multigroup data analysis methods are reviewed in the introduction.•We propose a new version of the RGCCA algorithm so that it can be used for both multiblock and multigroup data.•We remind that many multiblock data analysis methods are special cases of RGCCA.•We show how to use RGCCA for multigroup data analysis.•We illustrate RGCCA for multiblock and multigroup data on two real datasets. |
Year | DOI | Venue |
|---|---|---|
2014 | 10.1016/j.ejor.2014.01.008 | European Journal of Operational Research |
Keywords | Field | DocType |
Multiblock data analysis,Multigroup data analysis,Regularized generalized canonical correlation analysis | Applied mathematics,Mathematical optimization,Data analysis,Statistics,Mathematics,Generalized canonical correlation | Journal |
Volume | Issue | ISSN |
238 | 2 | 0377-2217 |
Citations | PageRank | References |
7 | 0.54 | 3 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Arthur Tenenhaus | 1 | 64 | 8.61 |
| Michel Tenenhaus | 2 | 252 | 15.75 |