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PLS works

✍ Scribed by R. Bro; L. Eldén

Publisher: John Wiley and Sons
Year: 2009
Tongue: English
Weight: 98 KB
Volume: 23
Category: Article
ISSN: 0886-9383
DOI: 10.1002/cem.1177

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📜 SIMILAR VOLUMES

PLS shrinks

✍ Sijmen De Jong 📂 Article 📅 1995 🏛 John Wiley and Sons 🌐 English ⚖ 209 KB

An algebraic proof is given that in partial least squares (PLS) regression the Euclidean length of the estimator is shrunk in companson with the ordinary least squares estimator or with PLS estimators based on a larger number of dimensions.

Improved PLS algorithms

✍ Bhupinder. S. Dayal; John F. MacGregor 📂 Article 📅 1997 🏛 John Wiley and Sons 🌐 English ⚖ 439 KB

In this paper a proof is given that only one of either the Xor the Y-matrix in PLS algorithms needs to be deflated during the sequential process of computing latent vectors. With the aid of this proof the original kernel algorithm developed by Lindgren et al. (J. Chemometrics, 7, 45 (1993)) is modif

Generalized PLS regression

✍ Qing-Song Xu; Yi-Zeng Liang; Hai-Lin Shen 📂 Article 📅 2001 🏛 John Wiley and Sons 🌐 English ⚖ 186 KB

## Abstract The present paper develops a class of generalized partial least squares (GPLS) regression methods. GPLS can be regarded as a kind of weighted partial least squares regression method. Two special cases of them, ridge partial least squares (RPLS) and generalized ridge partial least square

PLS regression methods

✍ Agnar Höskuldsson 📂 Article 📅 1988 🏛 John Wiley and Sons 🌐 English ⚖ 805 KB

Works

✍ Wright, Richard 📂 Fiction 📅 1991 🏛 Library of America 🌐 English ⚖ 263 KB 👁 1 views

**“If one had to identify the single most influential shaping force in modern Black literary history, one would probably have to point to Wright and the publication of*Native Son.*” – Henry Louis Gates Jr.** Right from the start, Bigger Thomas had been headed for jail. It could have been for

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✍ Vitaliano Trevisan 📂 Fiction 📅 2016 🏛 Einaudi 🌐 Italian ⚖ 373 KB 👁 1 views

La condanna tutta umana al lavoro inizia per Vitaliano Trevisan a quindici anni, quando una sera a cena chiede al padre una bicicletta nuova, da maschio, perché girare con quella della sorella maggiore significa essere preso in giro dai compagni. Per tutta risposta, il padre lo porta nell’officina d