Applied Multivariate Analysis in SAR and Environmental Studies: Eurocourse Lectures: 2 (Eurocourses, Vol 2) - Hardcover

 
9780792312901: Applied Multivariate Analysis in SAR and Environmental Studies: Eurocourse Lectures: 2 (Eurocourses, Vol 2)

Inhaltsangabe

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..

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Reseña del editor

Based on the lectures given during the Eurocourse on [title] held at the Joint Research Centre, Ispra, Italy, June 1991. Reviews the state-of-the-art in multivariate analysis and gives an overview of the various fields of application in ecology, environmental chemistry, toxicology, risk analysis, an

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9789401054102: Applied Multivariate Analysis in SAR and Environmental Studies: 2 (Eurocourses: Chemical and Environmental Science)

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ISBN 10:  940105410X ISBN 13:  9789401054102
Verlag: Springer, 2012
Softcover