Groen, Jan J. J.; Kapetanios, George - 2008
the common components constructed from the predictor variables. We provide a theorem that shows that when the data comply … with a factor structure, principal components and partial least squares regressions provide asymptotically similar results …. Monte Carlo experiments confirm our theoretical result that principal components and partial least squares regressions are …