KeyError for PanelOLS from_formula example
eng543 opened this issue · 2 comments
eng543 commented
Attempting to run the example in documentation after seeing unexpected KeyError for my own application.
I am running:
import linearmodels as lm
from linearmodels.panel import generate_panel_data
panel_data = generate_panel_data().data
mod = lm.PanelOLS.from_formula('y ~ 1 + x1 + EntityEffects', panel_data)
and receiving the following error:
KeyError Traceback (most recent call last)
/var/folders/ty/5h56jw1538522fcq6kz4zwj80000gn/T/ipykernel_145/1280086150.py in <module>
1 model = lm.PanelOLS.from_formula(
----> 2 'session_end_count ~ treated', dat_snap_sub_agg
3 )
~/Documents/data-science/growth/growth_exploration_2022q2/.pyenv/lib/python3.7/site-packages/linearmodels/panel/model.py in from_formula(cls, formula, data, weights, other_effects, singletons, drop_absorbed, check_rank)
1373 >>> res = mod.fit(cov_type='clustered', cluster_entity=True)
1374 """
-> 1375 parser = PanelFormulaParser(formula, data)
1376 entity_effect = parser.entity_effect
1377 time_effect = parser.time_effect
~/Documents/data-science/growth/growth_exploration_2022q2/.pyenv/lib/python3.7/site-packages/linearmodels/panel/model.py in __init__(self, formula, data, context)
148 self._context = context
149 self._dependent = self._exog = None
--> 150 self._parse()
151
152 def _parse(self) -> None:
~/Documents/data-science/growth/growth_exploration_2022q2/.pyenv/lib/python3.7/site-packages/linearmodels/panel/model.py in _parse(self)
157 rm_list = []
158 effects = {"EntityEffects": False, "FixedEffects": False, "TimeEffects": False}
--> 159 for term in formula.terms[1]:
160 if str(term) in effects:
161 effects[str(term)] = True
~/Documents/data-science/growth/growth_exploration_2022q2/.pyenv/lib/python3.7/site-packages/formulaic/parser/types/structured.py in __getitem__(self, key)
153 if isinstance(key, int) and self._has_root and isinstance(self.root, tuple):
154 return self.root[key]
--> 155 raise KeyError(key)
156
157 def __iter__(self) -> Generator[Union[ItemType, Structured[ItemType]]]:
KeyError: 1
Is there a bug in this method or have I made some subtle error?
bashtage commented
Not sure what is going on here. You should probably upgrade formulaic and make sure you have the latest linearmodels. I can't reproduce using master.
bashtage commented
Please continue to post if you have issues. Closing since I can't reproduce.