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The Kolmogorov-Smirnov Test is a non-parametric statistical test that allows determining the degree of similarity between two distributions. Given two samples, the test identifies the point of maximum distance between the two cumulative distributions, and if this distance exceeds a predetermined level of significance, the test establishes the diversity between the two distributions.