Fourteen structure-related parameters were calculated using Gaussian 09 program. 
Gaussian 09
A quantitative structure-activity relationship (QSAR) model was established using SPSS software with measured rate constant (k) as dependent variable and calculated molecular descriptors as independent variables. 
SPSS