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Dataset for the quantitative structure-activity relationship (QSAR) modeling of the toxicity equivalency factors (TEFs) of PAHs and transformed PAH products

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dc.contributor.author Goonetilleke, Ashantha
dc.date.accessioned 2026-03-03T08:53:18Z
dc.date.available 2026-03-03T08:53:18Z
dc.date.issued 2020-02
dc.identifier.uri https://www.sciencedirect.com/science/article/pii/S235234091931176X
dc.identifier.uri http://dspace.bits-pilani.ac.in:8080/jspui/handle/123456789/20778
dc.description.abstract Sixteen significant physicochemical predictor variables for thirty PAHs and transformed PAH products (TPPs) were retrieved individually prior to collation from ChemSpider.com [1] whilst their corresponding toxicity equivalency factor (TEF) end-point was obtained from published articles by Bortey-Sam, Ikenaka [2] and Wei, Bandowe [3]. In order to achieve a 5:1 ratio of the number of observations to predictors which is vital for an effective quantitative structure-activity relationship (QSAR) modelling, factor analysis was used to reduce the data. Four fundamental predictors were obtained whilst the observations were found to cluster into two main groups of nitro-PAHs and other analytes. It is anticipated that the data presented here is highly relevant for future studies on the toxicity and health effects of the analytes in the environment. Secondly, the fate and distribution patterns of PAHs and TPPs are influenced by the parameters in the dataset. In this regard, studies on the behaviour patterns of these environmental pollutants require this information for a comprehensive evaluation and interpretation of results. Researchers across varied fields of environmental science and toxicology will find this dataset very useful. en_US
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.subject Civil engineering en_US
dc.subject Quantitative structure-activity relationship en_US
dc.subject Predictor variable en_US
dc.subject Response variable en_US
dc.subject Toxicity equivalency factors en_US
dc.subject Factor analysis en_US
dc.subject Transformed PAH products en_US
dc.title Dataset for the quantitative structure-activity relationship (QSAR) modeling of the toxicity equivalency factors (TEFs) of PAHs and transformed PAH products en_US
dc.type Article en_US


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