PheVis (version 1.0.4)

fct_surrogate_quanti: fct_surrogate_quanti

Description

Compute the quantitative surrogate and then apply thresholds to get the qualitative surrogate.

Usage

fct_surrogate_quanti(
  main_icd,
  main_cui,
  df,
  half_life,
  date,
  patient_id,
  encounter_id,
  omega = 2,
  param = NULL
)

Value

A list

• table - Main result: data.frame with the rolling variables and the surrogates

• param - the parameters for the standardisation of ICD and CUI

• roll_all - a subset of table with the rolling variables only

• quantile_vec - the quantile defining the extrema populations

Arguments

main_icd

Character vector of the column names of the main ICD codes.

main_cui

Character vector of the column names of the main CUIs.

df

Dataframe containing all variables.

half_life

Duration of accumulation. For a chronic disease you might chose Inf, for acute disease you might chose the duration of the disease.

date

Column name of the time column. The time column should be numeric

patient_id

Column name of the patient id column.

encounter_id

Column name of the encounter id column.

omega

Constant for the extrema population definition.

param

param of a previous train_phevis() result.