predict_influential_outliers: predict_influential_outliers

In pharmpy/pharmr: Interface to the 'Pharmpy' 'Pharmacometrics' Library

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

pharmpy/pharmr documentation built on Feb. 15, 2025, 3:22 a.m.