Magnetic Resonance in Chemistry · 1988 · 11 citations · 32 references
Natural SciencesChemistryPhysicsComputational ChemistryPhysical ChemistryTheoretical ChemistryAb Initio MethodsMolecular ModelingMolecular Orbital TheoryMolecular Property PredictionSpectroscopy SimulationStructure PredictionCarbon-13 Nuclear Magnetic ResonanceComputational Geometry Of MoleculesForce Field ModelsLinear RegressionMultiple RegressionQuantum Chemical ModelingQuantum Chemical Spectra PredictionStructural Elucidation From Spectra
Abstract A methodology is described which allows the rationalization of the 13 C chemical shifts of a variety of compounds including alkanes, alcohols and ketones. The geometries of 250 rigid compounds were computed by the MM2 force field. Multiple linear regression analysis was used to model the 13 C shifts from topological, geometric and energetic parameters. Among these parameters, the most important were those corresponding to interatomic distances, hybridization state of the quaternary carbons and energetic parameters. The final result is a rationalization of the 13 C chemical shifts with an average RMS error of 1.25 ppm.
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Characterization of molecular branching
Milan Randić · Journal of the American Chemical Society · 1975 · 3.6K citations
Regressions by Leaps and Bounds
George M. Furnival, Robert W. Wilson · Technometrics · 1974 · 623 citations