Applied Multivariate Analysis in SAR and Environmental Studies
| Other Authors: | , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Dordrecht
Springer Netherlands
1991, 1991
|
| Edition: | 1st ed. 1991 |
| Series: | Eurocourses: Chemical and Environmental Science
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- Presentation of correspondence analysis and multiple correspondence analysis with the help of examples.
- Multiple factor analysis: a method to analyse several groups of variables measured on the same set of individuals.
- Principal component and correspondence analyses with respect to instrumental variables: an overview of their role in studies of structure-activity and species-environment relationships.
- Basic procedures in hierarchical cluster analysis.
- Interpretation of hierarchical clustering.
- Graphical techniques for multidimensional data analysis.
- Factor analysis and risk perception.
- The use of similarity and clustering techniques for the prediction of molecular properties.
- Multivariate analysis of the input and output data in the fugacity model level I.
- Multivariate analyses in genetic toxicology.
- A structure-biodegradability relationship model by discriminant analysis.
- Multivariate image analysis in chemistry: an overview.
- Chemical multivariate image analysis: some case studies.
- Multilayer neural networks applied to structure-activity relationships