pastas.check.uncertainty_parameters

pastas.check.uncertainty_parameters(ml: pastas.typing.Model, parameters: list[str] | str | None = None, n_std: float = 1.96)

Check if parameter value is larger than n_std times the standard deviation.

Note that it is the modelers responsibility to check if the estimated uncertainty is reliable!

Parameters:

• ml (pastas.Model) – Pastas model instance.

• parameters (list or str, optional) – List of parameter names to check the uncertainty for. Default is None, which means all parameters are checked. If str, partial matches are allowed.

• n_std (float, optional) – Number of standard deviations to compare the parameter to. Default is 1.96.