def METHOD_NAME(sampling_error_components, data) -> float:
    """
    Calculate Mean Absolute Error (MAE) sampling error for a chunk of data.
    Parameters
    ----------
    sampling_error_components : a set of parameters that were derived from reference data.
    data : the (analysis) data you want to calculate or estimate a metric for.
    Returns
    -------
    sampling_error: float
    """
    return sampling_error_components[0] / np.sqrt(len(data))