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Suppress misleading base treatment warning (option 2) #785

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Suppress misleading base treatment warning (option 2) #785

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337fd60
Suppress scalar warning if treatment is 0
FlorianNachtigall Jun 23, 2023
61b9bdc
Remove dead code
FlorianNachtigall Jun 23, 2023
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3 changes: 1 addition & 2 deletions econml/_cate_estimator.py
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Original file line number Diff line number Diff line change
Expand Up @@ -599,7 +599,6 @@ def effect(self, X=None, *, T0, T1):
# of rows of T was not taken into account
if X is None:
eff = np.repeat(eff, shape(T0)[0], axis=0)
m = shape(eff)[0]
dT = T1 - T0
einsum_str = 'myt,mt->my'
if ndim(dT) == 1:
Expand Down Expand Up @@ -852,7 +851,7 @@ def _expand_treatments(self, X=None, *Ts, transform=True):
n_rows = 1 if X is None else shape(X)[0]
outTs = []
for T in Ts:
if (ndim(T) == 0) and self._d_t_in and self._d_t_in[0] > 1:
if (ndim(T) == 0) and self._d_t_in and self._d_t_in[0] > 1 and T != 0:
warn("A scalar was specified but there are multiple treatments; "
"the same value will be used for each treatment. Consider specifying"
"all treatments, or using the const_marginal_effect method.")
Expand Down