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kstest2.py
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kstest2.py
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from scipy import stats
import numpy as np
summer = np.array([-2.436, -2.298, -2.195, -2.430, -2.418, -2.361, -2.440, -2.271, -2.087, -2.407,
-2.380, -2.313, -2.161, -2.362, -2.129, -2.328, -2.293, -2.341, -2.312, -1.973, -2.117, -2.219,
-2.366, -2.219, -2.285, -2.297, -2.081, -2.123, -2.080, -2.386, -2.324, -2.373, -2.422, -2.324,
-2.268, -2.356, -2.104, -2.373, -2.580, -2.389, -2.240, -2.255, -2.460, -2.169])
autumn = np.array([-2.790, -2.393, -3.156, -3.096, -2.230, -2.373, -2.946, -2.686, -2.189, -2.314,
-2.805, -2.919, -2.630, -2.731, -2.771, -2.547, -2.310, -2.550, -2.757, -2.451, -2.572, -2.673,
-2.866, -2.687, -2.582, -2.828, -2.802, -2.639, -2.390, -2.674, -2.473, -2.452, -2.725, -2.631,
-2.921, -3.199, -2.594, -2.809, -2.530, -2.880, -3.090, -3.170, -2.650, -2.990, -2.842, -2.858,
-2.670, -2.825, -2.690, -2.983, -2.851, -2.340])
print(stats.ks_2samp(summer, autumn))
# Ks_2sampResult(statistic=0.80069930069930073, pvalue=1.7486054992338072e-14)