def test_nested_list(self):
"""
Test the dCor correlation method with a nested list.
"""
self.assertAlmostEqualArrays(
dcor(get_matrix01()),
np.array(get_matrix37(), dtype=np.float64),
)
def test_independence(self):
"""
Test the dCor correlation method with independent criteria.
"""
self.assertAlmostEqualArrays(
dcor(np.array(get_matrix39(), dtype=np.float64)),
np.array(get_matrix40(), dtype=np.float64),
)
def test_float32(self):
"""
Test the dCor correlation method with a float32 NumPy array.
"""
self.assertAlmostEqualArrays(
dcor(np.array(get_matrix01(), dtype=np.float32)),
np.array(get_matrix37(), dtype=np.float64),
)
def test_nonlinear(self):
"""
Test the dCor correlation method with a non-linear association.
"""
self.assertAlmostEqualArrays(
dcor(np.array(get_matrix02(), dtype=np.float64)),
np.array(get_matrix38(), dtype=np.float64),
)