Journal article
Frameworks for latent variable multivariate regression
Abstract
A set of frameworks for latent variable multivariate regression method is developed. The first two of these frameworks describe the objective functions satisfied by the latent variables chosen in canonical coordinates regression (CCR), reduced rank regression (RRR) and SIMPLS. These frameworks show the methods as a natural progression from CCR (maximizing correlation) to SIMPLS (maximizing covariance) via RRR (which is an intermediate method). …
Authors
Burnham AJ; Viveros R; MacGregor JF
Journal
Journal of Chemometrics, Vol. 10, No. 1, pp. 31–45
Publisher
Wiley
Publication Date
1 1996
DOI
10.1002/(sici)1099-128x(199601)10:1<31::aid-cem398>3.0.co;2-1
ISSN
0886-9383