we have that
* is an eigenvector of ,
* is proportional to
* is an eigenvector of
* is proportional to .

The canonical variables are defined by:

Implementation

CCA can be computed using singular value decomposition on a correlation matrix. It is available as a function in

* MATLAB as ( in Octave)
* R