StateSpaceTimeSeries.build_model#

StateSpaceTimeSeries.build_model(X, y, coords)[source]#

Build the PyMC state-space model.

Parameters:
  • X (xr.DataArray) – Input features with dims [“obs_ind”, “coeffs”]. Not used by state-space models, but kept for API compatibility.

  • y (xr.DataArray) – Target variable with dims [“obs_ind”, “treated_units”].

  • coords (dict) – Coordinates dictionary. Must contain “datetime_index” (pd.DatetimeIndex).

Return type:

None