predict_influential_outliers

pharmpy.tools.predict_influential_outliers(model, results, outlier_cutoff=3.0, influential_cutoff=3.84)

Predict influential outliers for a model using a machine learning model.

Parameters:

• model (Model) – Pharmpy model

• results (ModelfitResults) – Results for model

• outlier_cutoff (float) – Cutoff threshold for a residual signalling an outlier

• influential_cutoff (float) – Cutoff threshold for a dofv signalling an influential individual

Returns:

pd.DataFrame – Dataframe over the individuals with a outliers and dofv columns containing the raw predictions and influential, outlier and influential_outlier boolean columns.

See also

predict_influential_individuals, predict_outliers