The use of discriminant analysis, logistic regression and classification tree analysis in the development of classification models for human health effects

Journal of Molecular Structure: THEOCHEM

Volumn 622, Issue 1-2, 2003, Pages 97-111

  Worth, Andrew P ^a,b   Cronin, Mark T D ^b  

^a JOINT RESEARCH CENTRE   (Italy)

^b LIVERPOOL JOHN MOORES UNIVERSITY   (United Kingdom)

Author keywords

Classification model; Classification tree; Discriminant analysis; Eye irritation; Logistic regression

Indexed keywords

CHEMICAL COMPOUND;

ARTICLE; CLASSIFICATION; COMPARATIVE STUDY; DISCRIMINANT ANALYSIS; EYE IRRITATION; HEALTH; HUMAN; LOGISTIC REGRESSION ANALYSIS; STATISTICAL ANALYSIS; TOXICOLOGY;

EID: 0037424608     PISSN: 01661280     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0166-1280(02)00622-X     Document Type: Article

References (15)

1. S.L. Kachigan, Multivariate Statistical Analysis, Radius Press, New York, 1991.
2. J.W. McFarland, D.J. Gans, Journal of Medicinal Chemistry 30 (1986) 46-49.
3. B.G. Tabachnick, L.S. Fidell, Using Multivariate Statistics, Harper Collins, New York, 1996.
4. D.W. Hosmer, S. Lemeshow, Applied Logistic Regression, Wiley, New York, 1989.
5. A.J. Dobson, An Introduction to Generalized Linear Models, Chapman & Hall, New York, 1990.
6. L. Breiman, J.H. Friedman, R.A. Olshen, C.J. Stone, Classification and Regression Trees, Wadsworth & Brooks/Cole Advanced Books & Software, Monterey, CA, 1984.
7. W.-Y. Loh, Y.-S. Shih, Statistica Sinica 7 (1997) 815-840.
8. J.A. Hartigan, M.A. Wong, Applied Statistics 28 (1978) 100.
9. J.A. Cooper, R. Saracci, P. Cole, British Journal of Cancer 39 (1979) 87-89.
10. H.S. Rosenkranz, Y.P. Zhang, G. Klopman, Alternatives to Laboratory Animals 26 (1998) 779-809.
11. ECETOC, ECETOC Technical Report No. 48, European Centre for Ecotoxicology and Toxicology of Chemicals, Brussels, 1998.
12. H. Spielmann, M. Liebsch, S. Kalweit, F. Moldenhauer, T. Wimsberger, H.-G. Holzhütter, B. Schneider, S. Glaser, I. Gerner, W.J.W. Pape, R. Kreiling, K. Krauser, H.G. Miltenburger, W. Steiling, N.P. Luepke, N. Muller, H. Kreuzer, P. Murmann, J. Spengler, E. Bertram-Neis, B. Siegemund, F.J. Wiebel, Alternatives to Laboratory Animals 24 (1996) 741-858.
13. EC, Official Journal of the European Communities L110A (1993) 1-86.
14. A.P. Worth, J.H. Fentem, Alternatives to Laboratory Animals 27 (1999) 161-177.
15. A.P. Worth, M.T.D. Cronin, in: M. Balls, A.-M. van Zeller, M.E. Halder (Eds.), Embedded Cluster Modelling: A Novel QSAR Method for Generating Elliptic Models of Biological Activity, Progress in the Reduction, Refinement and Replacement of Animal Experimentation, Elsevier Science, Amsterdam, 2000, pp. 479-491.