High-dimensional QSAR prediction of anticancer potency of imidazo[4,5-b]pyridine derivatives using adjusted adaptive LASSO

In high-dimensional quantitative structure-activity relationship (QSAR) studies, identifying relevant molecular descriptors is a major goal. In this study, a proposed penalized method is used as a tool for molecular descriptors selection. The method, called adjusted adaptive least absolute shrinkage...

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Bibliographic Details
Main Authors: Algamal, Zakariya Yahya, Lee, Muhammad Hisyam, Al-Fakih, Abdo Mohammed, Aziz, Madzlan
Format: Article
Published: John Wiley 2015
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Online Access:http://eprints.utm.my/id/eprint/55579/
http://dx.doi.org/10.1002/cem.2741
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