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Fixing FutureWarningErrors in Pandas v > 2 #288

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Merged
merged 2 commits into from
Jul 30, 2024
Merged

Fixing FutureWarningErrors in Pandas v > 2 #288

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1bb13ad
Fix: FutureWarningErrors in Pandas v > 2
f-allian Jul 30, 2024
5af464f
fix: lint
f-allian Jul 30, 2024
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3 changes: 3 additions & 0 deletions causal_testing/testing/estimators.py
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Original file line number Diff line number Diff line change
Expand Up @@ -383,6 +383,9 @@ def estimate_ate(self) -> tuple[pd.Series, list[pd.Series, pd.Series]]:
# Create an empty individual for the control and treated
individuals = pd.DataFrame(1, index=["control", "treated"], columns=model.params.index)

# For Pandas version > 2, we need to explicitly state that the dataframe takes floating-point values
individuals = individuals.astype(float)

# It is ABSOLUTELY CRITICAL that these go last, otherwise we can't index
# the effect with "ate = t_test_results.effect[0]"
individuals.loc["control", [self.treatment]] = self.control_value
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