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)

[Package LongDecompHE version 0.1.0 Index]