DOI: 10.1002/cem.1180090406. PLS shrinks

PLS shrinks

10.1002/cem.1180090406

Crossref journal-article

Wiley

Journal of Chemometrics (311)

Abstract

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

Bibliography

De Jong, S. (1995). PLS shrinks. Journal of Chemometrics, 9(4), 323â326. Portico.

Authors 1

Sijmen De Jong (first)

References 6 Referenced 43

10.1080/00401706.1993.10485033
{'key': 'e_1_2_1_3_2', 'first-page': '260', 'volume': '52', 'author': 'Fearn T.', 'year': '1990', 'journal-title': 'J. R. Stat. Soc. B'} / J. R. Stat. Soc. B by Fearn T. (1990)
M. C.Denham ‘Calibration in infrared spectroscopy’ Ph.D. Thesis University of Liverpool (1991).
{'key': 'e_1_2_1_5_2', 'volume-title': 'Research Report 126c', 'author': 'Goutis C.', 'year': '1994'} / Research Report 126c by Goutis C. (1994)
{'key': 'e_1_2_1_6_2', 'first-page': '239', 'volume': '20', 'author': 'Næs T.', 'year': '1993', 'journal-title': 'Scand. J. Stat.'} / Scand. J. Stat. by Næs T. (1993)
10.1002/cem.1180070608

Dates

Type	When
Created	20 years, 3 months ago (May 28, 2005, 8:54 p.m.)
Deposited	1 year, 9 months ago (Nov. 20, 2023, 7:13 p.m.)
Indexed	3 weeks, 6 days ago (Aug. 3, 2025, 12:05 a.m.)
Issued	30 years, 1 month ago (July 1, 1995)
Published	30 years, 1 month ago (July 1, 1995)
Published Online	20 years, 5 months ago (March 30, 2005)
Published Print	30 years, 1 month ago (July 1, 1995)

Funders 0

None

BibTeX

@article{De_Jong_1995, title={PLS shrinks}, volume={9}, ISSN={1099-128X}, url={http://dx.doi.org/10.1002/cem.1180090406}, DOI={10.1002/cem.1180090406}, number={4}, journal={Journal of Chemometrics}, publisher={Wiley}, author={De Jong, Sijmen}, year={1995}, month=jul, pages={323–326} }

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