Spearman's Rank Correlation

Author: dvamsidhar2002

CORRELATION TESTS/spearmanr_test.py

@@ -0,0 +1,13 @@
+from scipy.stats import spearmanr
+
+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 = spearmanr(data1,data2)
+
+print('stat = %.3f p =%.3f' % (stat,p))
+
+if p>0.05:
+    print("Probably independent")
+else:
+    print("Probably dependent")