Quantification of prediction uncertainty for principal components regression and partial least squares regression

Principal components regression (PCR) and partial least squares regression (PLS) are widely used in multivariate calibration in the fields of chemometrics, econometrics, social science and so forth, serving as alternative solutions to the problems which arise in ordinary least squares regression whe...

Full description

Bibliographic Details
Main Author: Zhang, Y.
Published: University College London (University of London) 2014
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.631903