def testUniformParametric(self):
bootstrap_data = bootstrap_sample(self.uniform_data,
parametric='uniform')
self.assertAlmostEqual(
np.mean(self.uniform_data) / 10000,
np.mean(bootstrap_data) / 10000, 3)
self.assertEqual(len(bootstrap_data), len(self.uniform_data))
def testPoissonParametric(self):
bootstrap_data = bootstrap_sample(self.poisson_data,
parametric='poisson')
self.assertAlmostEqual(
np.mean(self.poisson_data) / 10000,
np.mean(bootstrap_data) / 10000, 3)
self.assertEqual(len(bootstrap_data), len(self.poisson_data))
def testNormalParametric(self):
bootstrap_data = bootstrap_sample(self.normal_data,
parametric='normal')
self.assertAlmostEqual(
np.mean(self.normal_data) / 10000,
np.mean(bootstrap_data) / 10000, 3)
self.assertEqual(len(bootstrap_data), len(self.normal_data))