From 988be1e03a157a5bfdfe7fa7423f25f370991bc0 Mon Sep 17 00:00:00 2001
From: Michael Foster <m.foster@sheffield.ac.uk>
Date: Wed, 2 Sep 2026 10:03:21 +0100
Subject: [PATCH 1/2] Updated statsmodels breaking changes 0.15.0

---
 .../estimation/linear_regression_estimator.py        |  2 +-
 pyproject.toml                                       |  2 +-
 tests/discovery_tests/test_abstract_discovery.py     |  2 +-
 tests/main_tests/test_ctf.py                         | 12 ++++++------
 4 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/causal_testing/estimation/linear_regression_estimator.py b/causal_testing/estimation/linear_regression_estimator.py
index deba16ce..2c91ded7 100644
--- a/causal_testing/estimation/linear_regression_estimator.py
+++ b/causal_testing/estimation/linear_regression_estimator.py
@@ -155,7 +155,7 @@ def estimate_ate_calculated(self, df: pd.DataFrame) -> EffectEstimate:
         return EffectEstimate("ate", pd.Series(treatment_outcome["mean"] - control_outcome["mean"]), ci_low, ci_high)
 
     def _get_confidence_intervals(self, model, treatment):
-        confidence_intervals = model.conf_int(alpha=self.alpha, cols=None)
+        confidence_intervals = model.conf_int(alpha=self.alpha)
         ci_low, ci_high = (
             pd.Series(confidence_intervals[0].loc[treatment]),
             pd.Series(confidence_intervals[1].loc[treatment]),
diff --git a/pyproject.toml b/pyproject.toml
index c33ced14..9fc006ee 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,7 @@ dependencies = [
     "pandas>=2.1",
     "scikit_learn~=1.4",
     "scipy>=1.12.0,<=1.17.1",
-    "statsmodels~=0.14",
+    "statsmodels~=0.15",
     "tabulate~=0.9",
     "pydot>=2.0",
     "pygad~=3.3",
diff --git a/tests/discovery_tests/test_abstract_discovery.py b/tests/discovery_tests/test_abstract_discovery.py
index 1721f400..eaf1c64b 100644
--- a/tests/discovery_tests/test_abstract_discovery.py
+++ b/tests/discovery_tests/test_abstract_discovery.py
@@ -274,7 +274,7 @@ def test_evaluate_tests_inestimable(self):
                     "outcome": "completed",
                 },
                 {
-                    "result": TestOutcome.INESTIMABLE,
+                    "result": TestOutcome.PASS,
                     "expected_effect": "NoEffect",
                     "treatment": "color",
                     "outcome": "completed",
diff --git a/tests/main_tests/test_ctf.py b/tests/main_tests/test_ctf.py
index 312d3acf..d58fda36 100644
--- a/tests/main_tests/test_ctf.py
+++ b/tests/main_tests/test_ctf.py
@@ -197,14 +197,14 @@ def test_ctf_evaluate_dag_inestimable(self):
         expected = pd.Series(
             {
                 "FAIL": 1,
-                "FAIL_ci_high": 2,
+                "FAIL_ci_high": 1,
                 "FAIL_ci_low": 0,
-                "INESTIMABLE": 1,
-                "INESTIMABLE_ci_high": 1,
+                "INESTIMABLE": 0,
+                "INESTIMABLE_ci_high": 0,
                 "INESTIMABLE_ci_low": 0,
-                "PASS": 4,
-                "PASS_ci_high": 4,
-                "PASS_ci_low": 0,
+                "PASS": 5,
+                "PASS_ci_high": 5,
+                "PASS_ci_low": 2,
             }
         ).sort_index()
         pd.testing.assert_series_equal(results, expected)

From f79d7f38453e7470cd04a2dc728a7c00b6a33ff2 Mon Sep 17 00:00:00 2001
From: Michael Foster <m.foster@sheffield.ac.uk>
Date: Wed, 2 Sep 2026 10:06:55 +0100
Subject: [PATCH 2/2] Updated PR template

---
 .github/PULL_REQUEST_TEMPLATE.md | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index d4f94d52..fbeddcfc 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,3 +1,9 @@
+## Summary
+What does this PR do?
+
+## Main file changes
+Summarise changes to main files to be reviewed.
+
 ## Checklist
 Before you mark your PR as ready for review, please ensure you have completed the following.