This volume focuses on computational modeling of the ecotoxicity of chemicals and presents applications of quantitative structure-activity relationship models (QSARs) in the predictive toxicology field in a regulatory context. The extensive book covers a variety of protocols for descriptor computation, data curation, feature selection, learning algorithms, validation of models, applicability domain assessment, confidence estimation for predictions, and much more, as well as case studies and literature reviews on a number of hot topics. Written for the Methods in Pharmacology and Toxicology series, chapters include the kind of practical advice that is essential for researchers everywhere.
| ISBN: | 9781071601525 |
| Publication date: | 26th August 2021 |
| Author: | Kunal Roy |
| Publisher: | Humana Press an imprint of Springer US |
| Format: | Paperback |
| Pagination: | 830 pages |
| Series: | Methods in Pharmacology and Toxicology |
| Genres: |
Pharmacology Computational biology / bioinformatics Environmental chemistry |
This volume focuses on computational modeling of the ecotoxicity of chemicals and presents applications of quantitative structure-activity relationship models (QSARs) in the predictive toxicology field in a regulatory context. The extensive book covers a variety of protocols for descriptor computation, data curation, feature selection, learning algorithms, validation of models, applicability domain assessment, confidence estimation for predictions, and much more, as well as case studies and literature reviews on a number of hot topics.
Ecotoxicological QSARs features in the following genres: Pharmacology, Computational biology / bioinformatics, Environmental chemistry
Paperback, Hardback. £143.99, down from the £159.99 cover price. Not Available.
Ecotoxicological QSARs was written by Kunal Roy and published by Humana Press an imprint of Springer US
Ecotoxicological QSARs has 830 pages
Yes it is part of Methods in Pharmacology and Toxicology series
£143.99, reduced from £159.99. Not Available.