Second, we tested the normality of the candidate metrics with normal probability plots and with a Kolmogorov–Smirnov test of normality.
If metrics had a normal distribution, we would use parametric tests.
Otherwise, we used non-parametric tests.
Third, box and whisker plots tests were performed for each candidate metric, and reference values were compared to impaired values for discrimination power analysis.