Applied Multivariate Analysis in SAR and Environmental Studies

Front Matter....Pages i-x
Presentation of Correspondence Analysis and Multiple Correspondence Analysis with the Help of Examples....Pages 1-32
Multiple Factor Analysis : A Method to Analyse Several Groups of Variables Measured on the Same Set of Individuals....Pages 33-83
Principal Component and Correspondence Analyses with Respect to Instrumental Variables : An Overview of Their Role in Studies of Structure - Activity and Species - Environment Relationships....Pages 85-114
Basic Procedures in Hierarchical Cluster Analysis....Pages 115-135
Interpretation of Hierarchical Clustering....Pages 137-152
Graphical Techniques for Multidimensional Data Analysis....Pages 153-205
Factor Analysis and Risk Perception....Pages 207-245
The Use of Similarity and Clustering Techniques for the Prediction of Molecular Properties....Pages 247-279
Multivariate Analysis of the Input and Output Data in the Fugacity Model Level I....Pages 281-345
Multivariate Analyses in Genetic Toxicology....Pages 347-375
A Structure-Biodegradability Relationship Model by Discriminant Analysis....Pages 377-414
Multivariate Image Analysis in Chemistry : An Overview....Pages 415-445
Chemical Multivariate Image Analysis: Some Case Studies....Pages 447-478
Multilayer Neural Networks Applied to Structure-Activity Relationships....Pages 479-521
Back Matter....Pages 523-530