The multiple non-linear regression (MNLR) method is widely used in QSAR studies for molecular descriptor selection due to its simplicity and robustness. The MNLR method is a non-linear approach (exponential, logarithmic, polynomial...), which consists in determining the mathematical model that best describes the non-linear variation of a molecular property or biological activity (Y) as it relates to molecular descriptors (Xi). In this context, I will show you how to use the polynomial model of the second order to build the QSAR model via the MNLR technique, based on the descriptors that are determined by the MLR model.
This video will show you steps by steps to conduct this method.
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Data for practice.
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Негізгі бет Multiple non-linear regression (MNLR) in QSAR studies using XLATST
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