Lang, Patrick M.; Brenchley, Jason M.; Nieves, Reinaldo G. - In: Journal of Multivariate Analysis 65 (1998) 1, pp. 58-70
By use of cyclic subspaces, explicit connections between principal component regression (PCR) and partial least squares (PLS) are established that shed light onto why one method works better than the other. These connections clearly identify how both methods make use of calibration data in...