ENGLISH

Ecotoxicological QSARs (Methods in Pharmacology and Toxicology)

By Kunal Roy (editor)

Book information

Publisher
Springer
Year
2020
ISBN
1071601490, 9781071601495
Language
english
Format
PDF
Filesize
23 MB (24082612 bytes)
Pages
851\827
Time added
2024-04-04 15:06:21

Description

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. Authoritative and comprehensive, Ecotoxicological QSARs is an ideal source to update readers in the field with current practices and introduce to them new developments and should therefore be very useful for researchers in academia, industries, and regulatory bodies.

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