gen_competing_risks: Generate Data for Competing Risks Analysis

In CompRiskRel: Reliability and Competing Risks Analysis under Hybrid Censoring

Generate Data for Competing Risks Analysis

Description

Generate Data for Competing Risks Analysis

Usage

gen_competing_risks(
  pdf1,
  cdf1,
  pdf2,
  cdf2,
  lower = 0,
  upper = Inf,
  n,
  censoring_type = c("type1_hybrid", "type2_hybrid", "prog_hybrid"),
  r = NULL,
  T_star = NULL,
  R_plan = NULL,
  seed = NULL
)

Arguments

pdf1	Density function for Cause 1.
cdf1	Cumulative distribution function for Cause 1.
pdf2	Density function for Cause 2.
cdf2	Cumulative distribution function for Cause 2.
lower	Lower bound of support.
upper	Upper bound of support.
n	Total sample size.
censoring_type	Type of censoring ("type1_hybrid", "type2_hybrid", "prog_hybrid").
r	Number of failures required.
T_star	Time limit.
R_plan	Progressive plan (if applicable).
seed	Optional random seed.

Value

A list containing observed failure times, causes of failure (1 or 2), and censoring flags.

Examples

gen_competing_risks(
  pdf1 = function(x) dexp(x, rate = 1),
  cdf1 = function(x) pexp(x, rate = 1),
  pdf2 = function(x) dexp(x, rate = 1.5),
  cdf2 = function(x) pexp(x, rate = 1.5),
  lower = 0, upper = 10, n = 25,
  censoring_type = "type1_hybrid",
  r = 15, T_star = 1.0, seed = 123
)

CompRiskRel documentation built on Aug. 5, 2026, 9:08 a.m.