Groen, Jan J. J.; Kapetanios, George - 2008
of predictor variables are constructed such that the covariance between a target variable and these common components is … components regression and rivals Bayesian regression when the data have a factor structure. But when the factor structure in the … data is weak, PLS regression outperforms both principal components and Bayesian regressions. Finally, we apply PLS …