deidentify_data: deidentify_data

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

deidentify_data

Description

Deidentify a dataset

Two operations are performed on the dataset:

1. All ID numbers are randomized from the range 1 to n

2. All columns containing dates will have the year changed

The year change is done by letting the earliest year in the dataset be used as a reference and by maintaining leap years. The reference year will either be 1901, 1902, 1903 or 1904 depending on its distance to the closest preceeding leap year.

Usage

deidentify_data(df, id_column = "ID", date_columns = NULL)

Arguments

df	(data.frame) A dataset
id_column	(str) Name of the id column
date_columns	(array(str) (optional)) Names of all date columns

Value

(data.frame) Deidentified dataset

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