TransferFunctionLinearRegression.build_model#

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

Build the PyMC model with transforms.

Parameters:

  • X (DataArray) – Baseline design matrix (n_obs, n_baseline_features).

  • y (DataArray) – Outcome variable (n_obs, 1).

  • coords (dict[str, Any]) – Coordinate names for PyMC.

  • treatment_data (DataArray) – Raw treatment variables (n_obs, n_treatments).

Return type:

None