Lattice Model for QSAR Studies

A system of lattice models that takes into account the structures of molecules, their form, stereochemical features and their interaction with the enclosing space, is proposed. The local, integral and field structural parameters of molecules (more than 20 thousand per compound) are estimated within the proposed framework. An investigation of the utility of these parameters in Quantitative Structure-Activity Relationships (QSAR) has been made using several statistical methods (multiple regression analysis, partial least squares (PLS), trend-vector procedure). The efficiency of the proposed approach has been examined using a data set derived from the formation of charge-transfer complexes of monosubstituted bezens with 1,3,5-trinitrobenzene.

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