imData: Create data for IDEM analysis

In idem: Inference in Randomized Controlled Trials with Death and Missingness

Create data for IDEM analysis

Description

Create a class IDEMDATA object for IDEM analysis

Usage

imData(
  data,
  trt = NULL,
  surv = NULL,
  outcome = NULL,
  endfml = NULL,
  y0 = NULL,
  cov = NULL,
  duration = 9999,
  bounds = NULL,
  trt.label = NULL,
  unitTime = "days",
  err.terminate = TRUE,
  ...
)

Arguments

data	Original dataset
trt	Variable name for the Control (0) and Intervention (1) treatment assignments in the dataset
surv	Variable name for the survival (time to event) variable in the dataset
outcome	Chronologically ordered vector of variable names for clinical outcomes in the dataset excluding baseline
endfml	R expression indicating the user-specified final outcome of interest. This is the function for Z of one or more of Y_k's
y0	Variable name of the baseline clinical outcome
cov	Vector of variable names for the covariates used in the imputation procedure for missing clinical outcomes
duration	Length of the study. This is the time at which subjects' are assumed to be censored
bounds	Numeric vector of lower and upper bounds for subjects' imputed clinical outcomes
trt.label	label of the treatment arms
unitTime	Unit of time measurement for survival and function outcome time points
err.terminate	When there is error in the specification, the program should be stopped with an error message if err.terminate is true. Otherwise, the error message will be returned and the program will continue.
...	Additional specifications

Details

When there are errors in the specification, i.e. trt is not a column of data, a class IDEMERROR object will be returned. The detailed errors can be checked by calling print of the IDEMERROR object.

Value

When the specifications are correct, a class IDEMDATA list will be returned. The list contains

data

Original dataset

lst.var

List of the specifications

Examples

rst.data <- imData(abc, trt="TRT", surv="SURV", outcome=c("Y1","Y2"),
                   y0=NULL, endfml="Y2",
                   trt.label = c("UC+SBT", "SAT+SBT"),
                   cov=c("AGE"), duration=365, bounds=c(0,100));

idem documentation built on Aug. 9, 2023, 5:08 p.m.