predict_influential_outliers function

predict_influential_outliers

Predict influential outliers 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.

predict_influential_outliers(
  model,
  results,
  outlier_cutoff = 3,
  influential_cutoff = 3.84
)

Arguments

• model: (Model) Pharmpy model
• results: (ModelfitResults) Results for model
• outlier_cutoff: (numeric) Cutoff threshold for a residual signaling an outlier
• influential_cutoff: (numeric) Cutoff threshold for a dofv signaling an influential individual

Returns

(data.frame) 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