door (version 0.0.2)

door_summary: Summarize individual level data into summary level data

Description

Transform an individual level dataset that contains DOOR outcome variable and treatment/intervention variable to summary level. By default, the levels of the DOOR outcome is ordered from 1 to K.

Usage

door_summary(
  data,
  trtVar,
  doorVar,
  trtCodes,
  trtLabels = NULL,
  compVars = NULL,
  decreasing = FALSE
)

Value

An object of DOOR outcome distribution summary

Arguments

data

Data frame that includes DOOR outcome variable and treatment variable at individual level

trtVar

Variable name of treatments

doorVar

Variable name of DOOR outcome; the doorVar should be numeric

trtCodes

A numeric vector contains the codes for interventions in trtVar, ordered by c(trt, ctr)

trtLabels

An optional vector contains the intervention labels for trtCodes, ordered by c(trt, ctr)

compVars

An optional character vector of variable names of DOOR components

decreasing

A logical value indicating the order of desirability of the DOOR levels. By default, smaller value represents better outcomes

Examples

data(mock_raw_data)
door_summary(data = mock_raw_data,
             trtVar = "ARM",
             doorVar = "DOOR",
             trtCodes = c(1,2),
             trtLabels = c("Test, Control"),
             compVars = c("infectious complications", "clinical failure", "death"))