๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

A simple iteration algorithm for PLS regression

โœ Scribed by Eryi Zhu; Ramon M. Barnes

Publisher
John Wiley and Sons
Year
1995
Tongue
English
Weight
586 KB
Volume
9
Category
Article
ISSN
0886-9383

No coin nor oath required. For personal study only.

๐Ÿ“œ SIMILAR VOLUMES

A theoretical foundation for the PLS alg
A theoretical foundation for the PLS algorithm
โœ Avraham Lorber; Lawrence E. Wangen; Bruce R. Kowalski ๐Ÿ“‚ Article ๐Ÿ“… 1987 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 831 KB
Iterative predictor weighting (IPW) PLS:
Iterative predictor weighting (IPW) PLS: a technique for the elimination of useless predictors in regression problems
โœ M. Forina; C. Casolino; C. Pizarro Millan ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 127 KB ๐Ÿ‘ 1 views

A new method for the elimination of useless predictors in multivariate regression problems is proposed. The method is based on the cyclic repetition of PLS regression. In each cycle the predictor importance (product of the absolute value of the regression coefficient and the standard deviation of th

ฮผ-K iteration: A new algorithm for ฮผ-syn
ฮผ-K iteration: A new algorithm for ฮผ-synthesis
โœ J.-L. Lin; I. Postlethwaite; D.-W. Gu ๐Ÿ“‚ Article ๐Ÿ“… 1993 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 461 KB

In this paper we present a new algorithm for solving robust performance problems by /,-synthesis. Convergence properties of the new algorithm are considered and demonstrated by examples. The algorithm, called /Z-K iteration, works by flattening the structured singular value/Z over frequency.

PLS regression, PLS path modeling and ge
PLS regression, PLS path modeling and generalized Procrustean analysis: a combined approach for multiblock analysis
โœ Michel Tenenhaus; Vincenzo Esposito Vinzi ๐Ÿ“‚ Article ๐Ÿ“… 2005 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 167 KB ๐Ÿ‘ 1 views

## Abstract A situation where **__J__** blocks of variables are observed on the same set of individuals is considered in this paper. A factor analysis logic is applied to tables instead of variables. The latent variables of each block should well explain their own block and, at the same time, the l