A didactically motivated PLS prediction algorithm

Authors
Ergon, R Esbensen, KH
Citation
R. Ergon et Kh. Esbensen, A didactically motivated PLS prediction algorithm, MODEL IDENT, 22(3), 2001, pp. 131-139
Citations number
15
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
MODELING IDENTIFICATION AND CONTROL
ISSN journal
03327353 → ACNP
Volume
22
Issue
3
Year of publication
2001
Pages
131 - 139
Database
ISI
SICI code
0332-7353(200111)22:3<131:ADMPPA>2.0.ZU;2-W
Abstract
The intention of this paper is to develop an easily understood PLS predicti on algorithm, especially for the control community. The algorithm is based on an explicit latent variables model, and is otherwise a combination of th e previously published Martens and Helland algorithms. A didactic connectio n to Kalman filtering theory is provided for a methodological overview.