def test_mtest_build_tables(self):
x = np.random.randn(3)
y = x.copy()
data_value, pval, ncases = mtest.mtest(x, y, min_ncases=20,
path=self.tmpdir)
assert data_value < 1
assert pval > 0.1
def test_mtest_verydifferent(self):
for _ in range(3):
x = np.random.normal(loc=0., scale=1., size=(5,))
y = np.random.normal(loc=5., scale=1., size=(5,))
data_value, pval, ncases = mtest.mtest(x, y, min_ncases=1000)
assert ncases >= 1000
assert data_value > 1
assert pval < 0.01
def test_mtest_identical(self):
for _ in range(3):
x = np.random.randn(3)
y = x.copy()
data_value, pval, ncases = mtest.mtest(x, y, min_ncases=1000)
assert ncases >= 1000
assert data_value < 1
assert pval > 0.1