remove **kwargs being passed to BaseExperiment.__init__

Author: drbenvincent

causalpy/experiments/base.py

@@ -24,7 +24,7 @@
 class BaseExperiment:
     """Base class for quasi experimental designs."""
 
-    def __init__(self, model=None, **kwargs):
+    def __init__(self, model=None):
         if model is not None:
             self.model = model
         if self.model is None:

causalpy/experiments/diff_in_diff.py

@@ -83,7 +83,7 @@ def __init__(
         model=None,
         **kwargs,
     ) -> None:
-        super().__init__(model=model, **kwargs)
+        super().__init__(model=model)
 
         self.data = data
         self.expt_type = "Difference in Differences"

causalpy/experiments/instrumental_variable.py

@@ -98,7 +98,7 @@ def __init__(
         priors=None,
         **kwargs,
     ):
-        super().__init__(model=model, **kwargs)
+        super().__init__(model=model)
         self.expt_type = "Instrumental Variable Regression"
         self.data = data
         self.instruments_data = instruments_data

causalpy/experiments/inverse_propensity_weighting.py

@@ -78,7 +78,7 @@ def __init__(
         model=None,
         **kwargs,
     ):
-        super().__init__(model=model, **kwargs)
+        super().__init__(model=model)
         self.expt_type = "Inverse Propensity Score Weighting"
         self.data = data
         self.formula = formula

causalpy/experiments/prepostfit.py

@@ -48,7 +48,7 @@ def __init__(
         model=None,
         **kwargs,
     ) -> None:
-        super().__init__(model=model, **kwargs)
+        super().__init__(model=model)
         self.input_validation(data, treatment_time)
         self.treatment_time = treatment_time
         # set experiment type - usually done in subclasses

causalpy/experiments/prepostnegd.py

@@ -93,7 +93,7 @@ def __init__(
         model=None,
         **kwargs,
     ):
-        super().__init__(model=model, **kwargs)
+        super().__init__(model=model)
         self.data = data
         self.expt_type = "Pretest/posttest Nonequivalent Group Design"
         self.formula = formula

causalpy/experiments/regression_discontinuity.py

@@ -89,7 +89,7 @@ def __init__(
         bandwidth: float = np.inf,
         **kwargs,
     ):
-        super().__init__(model=model, **kwargs)
+        super().__init__(model=model)
         self.expt_type = "Regression Discontinuity"
         self.data = data
         self.formula = formula

causalpy/experiments/regression_kink.py

@@ -52,7 +52,7 @@ def __init__(
         bandwidth: float = np.inf,
         **kwargs,
     ):
-        super().__init__(model=model, **kwargs)
+        super().__init__(model=model)
         self.expt_type = "Regression Kink"
         self.data = data
         self.formula = formula