predict_influential_individuals#

pharmpy.tools.predict_influential_individuals(model, results, cutoff=3.84)[source]#

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

Please refer to www.page-meeting.org/?abstract=10029 for more information on training and estimated precision and accuracy.

Parameters:

  • model (Model) – Pharmpy model

  • results (ModelfitResults) – Results for model

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

Returns:

pd.DataFrame – Dataframe over the individuals with a dofv column containing the raw predicted delta-OFV and an influential column with a boolean to tell whether the individual is influential or not.

See also

predict_influential_outliers, predict_outliers