1099-128X/asset/CEM_left.gif?v=1&s=bf7a32b94d86cfd950babd255fbe81e66d033e4b)
1099-128X/asset/CEM_right.gif?v=1&s=4630211ecefb8b6241dad7b782e7b742d7a9891a)
Short Communication
Regression coefficients in multilinear PLS
Article first published online: 4 DEC 1998
DOI: 10.1002/(SICI)1099-128X(199801/02)12:1<77::AID-CEM496>3.0.CO;2-7
Copyright © 1998 John Wiley & Sons, Ltd.
1099-128X/asset/cover.gif?v=1&s=2e3045c3733baa4258989f44bd61b29dd74ee736 "Journal of Chemometrics")
Additional Information
How to Cite
de Jong, S. (1998), Regression coefficients in multilinear PLS. Journal of Chemometrics, 12: 77–81. doi: 10.1002/(SICI)1099-128X(199801/02)12:1<77::AID-CEM496>3.0.CO;2-7
Publication History
- Issue published online: 4 DEC 1998
- Article first published online: 4 DEC 1998
- Manuscript Accepted:
- Manuscript Received:
- Abstract
- Cited By
Keywords:
- multilinear PLS;
- multiway calibration;
- CoMFA;
- LTD
Abstract
Three alternative approaches are discussed for finding the final calibration model (regression coefficients) in PLS regression of k-way Y on N-way X. The simplest approach is to skip the deflation of the X-data. From the observation that the specific deflation used in multiway PLS is inconsequential, it also follows that Bro's tri-PLS is equivalent to Ståhle's linear three-way decomposition (LTD). © 1998 John Wiley & Sons, Ltd.