Bug in `get_moments_cov`

[alanlujan91]

Bug description

Small bug in get_moments_cov where bootstrap_kwargs does not correspond exactly to current bootstrap kwargs.

To Reproduce

rng = get_rng(1234)
data = rng.normal(scale=[10, 5, 1], size=(100, 3))
data = pd.DataFrame(data=data)
data["cluster"] = np.random.choice([1, 2, 3], size=100)

def calc_moments(data, keys):
    means = data.mean()
    means.index = keys
    return means.to_dict()

moment_kwargs = {"keys": ["a", "b", "c", "cluster"]}

with pytest.raises(ValueError, match="a must be a positive integer unless no"):
    get_moments_cov(
        data=data,
        calculate_moments=calc_moments,
        moment_kwargs=moment_kwargs,
        bootstrap_kwargs={"n_draws": -1, "cluster_by": "cluster"},
    )

Expected behavior

cluster_by should be an allowable keyword

Screenshots/Error messages

System

• OS: Windows
• Version: dev (main branch)

[alanlujan91]

Closed by #483