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Author: dvamsidhar2002

CORRELATION TESTS/kendall_rank.py

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+# Kendall's Rank Test
+
+from scipy.stats import kendalltau
+
+data1 = [0.873, 2.817, 0.121, -0.945, -0.055, -1.436, 0.360, -1.478, -1.637, -1.869]
+data2 = [0.353, 3.517, 0.125, -7.545, -0.555, -1.536, 3.350, -1.578, -3.537, -1.579]
+
+stat, p = kendalltau(data1,data2)
+
+print('stat = %.3f p = %.3f' % (stat,p))
+
+if p > 0.05:
+    print('Probably independent')
+else:
+    print('Probably dependent')