3 examples of 'standard deviation' in Python

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100def standard_deviation(self):
101 """Standard deviation of the distribution."""
102 clean, total = self._prepare_for_stats()
103 if not total:
104 return None
105
106 return math.sqrt(clean.variance())
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232def standardDeviation(self):
233 sd = MU.SD(self.msm)
234 return sd
592def test_standard_deviation(self):
593 result = standard_deviation(
594 Array.from_list([[20, 20, 20, 18, 25, 19, 20, 20, 20, 20, 40, 30, 1, 50, 1, 1, 5, 1, 20, 20],
595 [20, 20, 20, 2, 19, 1, 20, 20, 20, 1, 15, 1, 30, 1, 1, 18, 4, 1, 20, 20]], dtype.f32)).to_numpy()
596 self.assertAlmostEqual(result[0], 12.363150892875165, delta=1e-4)
597 self.assertAlmostEqual(result[1], 9.51367436903324, delta=1e-4)

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