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Applied Multivariate Analysis in SAR and Environmental Studies

  • Book
  • © 1991

Overview

Editors:
  1. J. Devillers

    1. Centre de Traitement de I’Information Scientifique, Lyon, France

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  2. W. Karcher

    1. Commission of the European Communities, Joint Research Centre, Environment Institute, Ispra, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Eurocourses: Chemical and Environmental Science (EUCE, volume 2)

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Table of contents (14 chapters)

  1. Front Matter

    Pages i-x
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  2. Presentation of Correspondence Analysis and Multiple Correspondence Analysis with the Help of Examples

    • Brigitte Escofier, Jérôme Pagès
    Pages 1-32

  3. Multiple Factor Analysis : A Method to Analyse Several Groups of Variables Measured on the Same Set of Individuals

    • J. Pages, B. Escofier, J. Haury
    Pages 33-83

  4. Principal Component and Correspondence Analyses with Respect to Instrumental Variables : An Overview of Their Role in Studies of Structure - Activity and Species - Environment Relationships

    • J. D. Lebreton, R. Sabatier, G. Banco, A. M. Bacou
    Pages 85-114

  5. Basic Procedures in Hierarchical Cluster Analysis

    • M. Roux
    Pages 115-135

  6. Interpretation of Hierarchical Clustering

    • M. Roux
    Pages 137-152

  7. Graphical Techniques for Multidimensional Data Analysis

    • J. Thioulouse, J. Devillers, D. Chessel, Y. Auda
    Pages 153-205

  8. Factor Analysis and Risk Perception

    • J. P. Pages, J. Brenot, M. H. Barny
    Pages 207-245

  9. The Use of Similarity and Clustering Techniques for the Prediction of Molecular Properties

    • Geoffrey M. Downs, Peter Willett
    Pages 247-279

  10. Multivariate Analysis of the Input and Output Data in the Fugacity Model Level I

    • J. Devillers, J. Thioulouse, D. Domine, M. Chastrette, W. Karcher
    Pages 281-345

  11. Multivariate Analyses in Genetic Toxicology

    • R. Benigni, A. Giuliani
    Pages 347-375

  12. A Structure-Biodegradability Relationship Model by Discriminant Analysis

    • Vijay K. Gombar, Kurt Enslein
    Pages 377-414

  13. Multivariate Image Analysis in Chemistry : An Overview

    • Paul Geladi, Kim Esbensen
    Pages 415-445

  14. Chemical Multivariate Image Analysis: Some Case Studies

    • Paul Geladi, Hans Grahn, Fredrik Lindgren
    Pages 447-478

  15. Multilayer Neural Networks Applied to Structure-Activity Relationships

    • J. Y. De Saint Laumer, M. Chastrette, J. Devillers
    Pages 479-521

  16. Back Matter

    Pages 523-530
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Keywords

Editors and Affiliations

  • Centre de Traitement de I’Information Scientifique, Lyon, France

    J. Devillers

  • Commission of the European Communities, Joint Research Centre, Environment Institute, Ispra, Italy

    W. Karcher

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