meridian.model.eda.eda_spec.VIFSpec

A spec for the EDA VIF check.

meridian.model.eda.eda_spec.VIFSpec(
    *,
    geo_threshold: float = _DEFAULT_VIF_THRESHOLD,
    overall_threshold: float = _DEFAULT_VIF_THRESHOLD,
    national_threshold: float = _DEFAULT_VIF_THRESHOLD,
    std_threshold: float = eda_constants.STD_THRESHOLD
)

geo_threshold The threshold for geo-level VIF. Exceeding this threshold triggers an ATTENTION.
overall_threshold The threshold for overall VIF. Exceeding this threshold triggers an ERROR.
national_threshold The threshold for national VIF. Exceeding this threshold triggers an ERROR.
std_threshold The threshold for standard deviation. Used to determine if a variable is a constant.

Methods

__eq__

__eq__(
    other
)

Return self==value.

geo_threshold 1000
national_threshold 1000
overall_threshold 1000
std_threshold 0.0001