Dove, Stefan, Kühne, R. and Franke, R. (1985) On the Application of Principal Component and Factor Analysis in QSAR Work. In: Tichy, M., (ed.) QSAR in Toxicology and Xenobiochemistry - Proceedings of a Symposium. Pharmacochem. Library, 8. Elsevier, Amsterdam, pp. 277-286.
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Abstract
Both principal component (PCA) and factor anal. (FA) reduce the dimensionality of multivariate biol. data of drugs by extg. uncorrelated "inner variables" related to the basis mechanisms of action. Owing to important model differences between PCA and FA, the choice of the method to be used depends on the type and the correlation structure of the data under consideration. Two examples, the 1st ...
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| Item type: | Book section | ||||
|---|---|---|---|---|---|
| Date: | 1985 | ||||
| Institutions: | Chemistry and Pharmacy > Institute of Pharmacy > Pharmaceutical/Medicinal Chemistry II (Prof. Buschauer) | ||||
| Identification Number: |
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| Dewey Decimal Classification: | 500 Science > 510 Mathematics 500 Science > 570 Life sciences 500 Science > 540 Chemistry & allied sciences | ||||
| Status: | Published | ||||
| Refereed: | No, this document will not be refereed | ||||
| Created at the University of Regensburg: | No | ||||
| Item ID: | 5423 |
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