Data Analysis for Chemists: Applications to QSAR and Chemical Product Design
David J. Livingstone · Medical Entomology and Zoology · 1996
1. Chemical properties and chemical structure 2. Experimental design - compound and parameter selection 3. Data pre-treatment 4. Data display 5. Unsupervised learning 6. Regression analysis 7. Supervised learning 8. Treatment of multiple dependent variables 9. Artificial intelligence Appendix 1: Software Appendix 2: List of abbreviations