def test_gaussian_random(self):
"""...Test gaussian random numbers simulation
"""
seeded_sample = \
[-1.1618693, -0.62588897, 0.03748094, -0.69938171, 0.35105305]
self._test_dist_with_seed(seeded_sample, test_gaussian)
# Statistical tests
sample = test_gaussian(self.stat_size, self.test_seed)
p, _ = stats.kstest(sample, 'norm')
self.assertLess(p, 0.05)
def test_gaussian_random_with_bounds(self):
"""...Test gaussian random numbers simulation with mean and scale
defined
"""
mu = -10
sigma = 0.5
seeded_sample = \
[-10.58093465, -10.31294449, -9.98125953, -10.34969085, -9.82447348]
self._test_dist_with_seed(seeded_sample, test_gaussian, mu, sigma)
# Statistical tests
sample = test_gaussian(mu, sigma, self.stat_size, self.test_seed)
p, _ = stats.kstest(sample, 'norm', (mu, sigma))
self.assertLess(p, 0.05)