Data analysis for chemists : applications to QSAR and chemical product design /
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| Author / Creator: | Livingstone, D. (David) |
|---|---|
| Imprint: | Oxford ; New York : Oxford University Press, 1995. |
| Description: | xvi, 239 p. : ill. ; 25 cm. |
| Language: | English |
| Subject: | |
| Format: | Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/2606711 |
Table of Contents:
- 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
