Add test that bootstrap_kwargs are passed to bootstrap call

tests/estimation/test_msm_weighting.py

@@ -85,3 +85,24 @@ def calc_moments(data, keys):
     assert cov.shape == (3, 3)
 
     assert cov[0, 0] > cov[1, 1] > cov[2, 2]
+
+
+def test_get_moments_cov_passes_bootstrap_kwargs_to_bootstrap():
+    rng = get_rng(1234)
+    data = rng.normal(scale=[10, 5, 1], size=(100, 3))
+    data = pd.DataFrame(data=data)
+
+    def calc_moments(data, keys):
+        means = data.mean()
+        means.index = keys
+        return means.to_dict()
+
+    moment_kwargs = {"keys": ["a", "b", "c"]}
+
+    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},
+        )