Groen, Jan J. J.; Kapetanios, George - 2008
known alternative: partial least squares (PLS) regression. In this method, linear, orthogonal combinations of a large number … maximized. We show theoretically that when the data have a factor structure, PLS regression can be seen as an alternative way to … possibly vanishes in the limit, PLS regression still provides asymptotically the best fit for the target variable of interest …