TransferFunctionOLS.__init__

TransferFunctionOLS.__init__(saturation_type='hill', saturation_grid=None, saturation_bounds=None, adstock_grid=None, adstock_bounds=None, estimation_method='grid', error_model='hac', arima_order=None, hac_maxlags=None, coef_constraint='nonnegative')

Initialize model with configuration parameters.

Parameters:

• saturation_type (str)

• saturation_grid (dict | None)

• saturation_bounds (dict | None)

• adstock_grid (dict | None)

• adstock_bounds (dict | None)

• estimation_method (str)

• error_model (str)

• arima_order (Tuple[int, int, int] | None)

• hac_maxlags (int | None)

• coef_constraint (str)