simCS_weib: Simulate Current Status Data

In icenReg: Regression Models for Interval Censored Data

Simulate Current Status Data

Description

Simulates current status data from a survival regression model with a Weibull baseline distribution.

Usage

simCS_weib(n = 100, b1 = 0.5, b2 = -0.5, model = "ph", shape = 2, scale = 2)

Arguments

n	Number of observations
b1	Regression coefficient 1
b2	Regression coefficient 2
model	Regression model to use. Choices are "ph", "po" or "aft"
shape	Baseline shape parameter
scale	Baseline scale parameter

Details

Exact event times are simulated according to the given survival regression model. Two covariates are used; x1 = rnorm(n), x2 = 1 - 2 * rbinom(n, 1, .5). After event times are simulated, current status inspection times are simulated following the exact same conditional distribution as event time (so each event time necessarily has probability 0.5 of being right censored).

Returns data in current status format, i.e. inspection time and event indicator. Use cs2ic to convert to interval censored format (see example).

Examples

simData <- simCS_weib()
fit <- ic_par(cs2ic(time, event) ~ x1 + x2, data = simData)

icenReg documentation built on May 29, 2024, 5:32 a.m.