Dealing with missing data Part I

Authors
Walczak, B Massart, DL
Citation
B. Walczak et Dl. Massart, Dealing with missing data Part I, CHEM INTELL, 58(1), 2001, pp. 15-27
Citations number
14
Categorie Soggetti
Spectroscopy /Instrumentation/Analytical Sciences
Journal title
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
ISSN journal
01697439 → ACNP
Volume
58
Issue
1
Year of publication
2001
Pages
15 - 27
Database
ISI
SICI code
0169-7439(20010928)58:1<15:DWMDPI>2.0.ZU;2-0
Abstract
The principles of the iterative approach to deal with missing data are pres ented and the performance of this approach in multivariate methods such as PCA, PCR, PLS and N-way is studied. Matlab codes for these analyses are app ended. (C) 2001 Elsevier Science B.V. All rights reserved.