Page "Multivariate statistics" Paragraph 11

# Redundancy analysis is similar to canonical correlation analysis but allows the user to derive a specified number of synthetic variables from one set of ( independent ) variables that explain as much variance as possible in another ( independent ) set.

It is a multivariate analogue of regression.