predict_influential_outliers {pharmr}

predict_influential_outliers

Description

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.

Usage

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

Value

(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