ctcData: Toy Dataset For Illustration

In contTimeCausal: Continuous Time Causal Models

Toy Dataset For Illustration

Description

This data set is provided for the purposes of illustrating the use of the software. It includes a one-dimensional baseline covariate and a one-dimensional time-dependent covariate.

Usage

data(ctcData)

Format

ctcData is a data.frame containing data for 1,000 participants. The data.frame contains 9 columns:

id

An integer participant identifier.

start

The left side of the time interval for time-dependent covariate xt.

stop

The right side of the time interval for time-dependent covariate xt.

xt

A continuous time-dependent covariate.

x

A continuous baseline covariate.

deltaU

A binary indicator of the clinical event. If the clinical event occurred, takes value 1; otherwise 0.

deltaV

A binary indicator of treatment discontinuation. If treatment discontinuation was optional, takes value 1. If treatment discontinuation was due to the clinical event, censoring, or a treatment-terminating event, takes value 0.

U

The time to the clinical event or censoring.

V

The time to optimal treatment discontinuation, the clinical event, censoring, or a treatment-terminating event.

contTimeCausal documentation built on June 7, 2022, 1:05 a.m.