If our approach is valid, the mean value of the index in the calibration data set (RS100) (i.e. an expected mean index value of 0.5) should not differ statistically from the mean index value of the validation data set (RS25), whereas for the perturbation data set (DS74), the mean value should be significantly lower than those of the calibration and validation data sets (unilateral t-test).