where keff is the effective gradient retention factor, tD is the gradient delay time, tM is the column dead time and  is the difference in solvent composition between the start and end of the gradient (F -I). The retention factor at the start of the gradient, ki can be obtained by substituting I into Eq. ( ). This equation can be transformed into the re-parameterized form of the model with the following substitutions