simulated_dataA {LongDecompHE} | R Documentation |
Simulated Bivariate Semi-competing Risks Data (Set A)
Description
A simulated dataset for evaluating copula-based semi-competing risks models with semiparametric additive hazards. Each subject may experience disability followed by death, with interval-censored disability times and right-censored death times.
Usage
data(simulated_dataA)
Format
A data frame with 2000 subjects and the following variables:
id
subject identifier
visit
visit index per subject
visit_time
observation time at each visit (in years)
status
disability status at visit_time (1 = disabled, 0 = non-disabled)
statusD
death status at visit_time (1 = dead, 0 = alive)
Z1
first covariate (binary)
Z2
second covariate (continuous)
Z3
third covariate (categorical: 0/1/2)
weight
sampling weight; constant across visits within a subject
Source
Simulated for the manuscript: Tao Sun, Huiping Zheng, and Xiaojun Wang (2025+). Decomposing Differences in Cohort Health Expectancy by Cause and Age with Longitudinal Data.
Examples
data(simulated_dataA)
head(simulated_dataA)