def test_ci():
# isolated test of CI functions
arr = np.linspace(0, 1, 1000)[..., np.newaxis]
assert_allclose(_ci(arr, method="parametric"),
_ci(arr, method="bootstrap"), rtol=.005)
assert_allclose(_bootstrap_ci(arr, statfun="median", random_state=0),
_bootstrap_ci(arr, statfun="mean", random_state=0),
rtol=.1)
def test_ci():
"""Test confidence intervals."""
# isolated test of CI functions
arr = np.linspace(0, 1, 1000)[..., np.newaxis]
assert_allclose(_ci(arr, method="parametric"),
_ci(arr, method="bootstrap"),
rtol=.005)
assert_allclose(_bootstrap_ci(arr, stat_fun="median", random_state=0),
_bootstrap_ci(arr, stat_fun="mean", random_state=0),
rtol=.1)
# smoke test for new API
if check_version('numpy', '1.17'):
random_state = np.random.default_rng(0)
_bootstrap_ci(arr, random_state=random_state)