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Hereby, the non-linearity method ("intrinsic" and "parameter-effect" non-linearity) proposed by Bates and Watts [1980. Relative curvature measures of non-linearity. Journal of the Royal Statistical Society: Series B (Methodological) 42, 1 25] was used to check the quality of parameters and the suitability of model/data combinations.
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