Comment on a recently proposed resampling method

Authors
Citation
Nm. Faber, Comment on a recently proposed resampling method, J CHEMOMETR, 15(3), 2001, pp. 169-188
Citations number
22
Categorie Soggetti
Spectroscopy /Instrumentation/Analytical Sciences
Journal title
JOURNAL OF CHEMOMETRICS
ISSN journal
08869383 → ACNP
Volume
15
Issue
3
Year of publication
2001
Pages
169 - 188
Database
ISI
SICI code
0886-9383(200103)15:3<169:COARPR>2.0.ZU;2-V
Abstract
A recently introduced resampling method for determining the contribution of measurement errors to the standard error in bilinear and trilinear model e stimates is critically examined. Using Monte Carlo simulations, it is shown that this method does not work as intended. A noise addition method is pro posed as a generally applicable alternative. The principles involved in app lied work are illustrated on real UV-vis data taken from the literature. Co pyright (C) 2001 John Wiley & Sons, Ltd.