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Digitale Medien

Multivariate selection of variables in industrial quality control: Optimizing aviation fuel final control (1993)

Andrade, J. M. ; Prada, D. ; Muniategui, S. ; [weitere]

New York, NY : Wiley-Blackwell

Journal of Chemometrics 7 (1993), S. 427-438

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Details

ISSN: 0886-9383

Schlagwort(e): Quality control ; Kerosene ; Variable reduction ; Cross-validation ; Variable selection ; Procrustes rotation ; Chemistry ; Analytical Chemistry and Spectroscopy

Quelle: Wiley InterScience Backfile Collection 1832-2000

Thema: Chemie und Pharmazie

Notizen: This paper deals with a typical question encountered in all industrial analytical laboratories: are all the tests performed in the laboratory to characterize the final product really necessary? In this work the cross-validation technique, Procrustes rotation techniques and statistical variable selection have been used to reduce the 26 initial British Petroleum and ASTM kerosene specification test to ten ‘essential’ ones. Statistical as well as chemical considerations were used to select the optimum subset of original variables to be retained from all the possible ones.

Zusätzliches Material: 3 Ill.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1002/cem.1180070507

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