[BUG] convert to period bug in _StatsModelsAdapter
#5641
Labels
bug
Something isn't working
module:forecasting
forecasting module: forecasting, incl probabilistic and hierarchical forecasting
Describe the bug
For panel data with datetime indexes, converting datetimes to period index causes an error in the predict stage in the
_StatsModelsAdapter
modelsTo Reproduce
Expected behavior
For each panel predict one step ahead
Additional context
I will address this issue 👍
Versions
Python dependencies:
pip: 23.1.2
sktime: 0.24.1
sklearn: 1.2.2
skbase: 0.6.1
numpy: 1.24.3
scipy: 1.10.1
pandas: 2.0.2
matplotlib: None
joblib: 1.2.0
numba: None
statsmodels: 0.14.0
pmdarima: 2.0.3
statsforecast: None
tsfresh: None
tslearn: None
torch: None
tensorflow: None
tensorflow_probability: None
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