meridian.model.eda.eda_outcome.StandardDeviationArtifact

Artifacts from a standard deviation analysis.

Inherits From: AnalysisArtifact

meridian.model.eda.eda_outcome.StandardDeviationArtifact(
    level: meridian.model.eda.eda_outcome.AnalysisLevel,
    variable: str,
    std_ds: xr.Dataset,
    outlier_df: pd.DataFrame
)

variable The variable for which standard deviation is calculated.
std_ds A Dataset with 'std_with_outliers' and 'std_without_outliers' data variables. Depending on variable, it may include 'geo' and 'variable' dimensions.
outlier_df A DataFrame containing outlier values with a 'time' column. If std_ds has 'geo' or 'variable' dimensions, outlier_df will include corresponding 'geo' or 'variable' columns.
level Dataclass field

Methods

__eq__

__eq__(
    other
)

Return self==value.