md_exp_series_system_bernoulli_cand_C1_C2_C3: Generate exponential series data with right-censoring and...

In queelius/masked.data: Estimating Reliability of Components in Series from Masked Data with Relaxed Candidate Set Models

Generate exponential series data with right-censoring and masked component failure satisfying conditions C1, C2, and C3.

Description

Generate exponential series data with right-censoring and masked component failure satisfying conditions C1, C2, and C3.

Usage

md_exp_series_system_bernoulli_cand_C1_C2_C3(n, rates, p = 0, tau = Inf)

Arguments

n	number of observations
rates	vector of component failure rates
p	numeric, p[i] is the probability that each of the non-failed components in the i-th series system appears in the candidate set. Defaults to rep(0,n). If pi = 0, then only the failed component is in the candidate set (no masking). If pi = 1, then all all components are in the candidate set, in which case the candidate set conveys no information about the (latent) components (the lifetime of the system still conveys information about the components, but if that's all the sample has, then the MLE is not identifiable).
tau	numeric, right-censoring time, defaults to rep(Inf,n). If taui = Inf, then the i-th system is not right-censored.

queelius/masked.data documentation built on Jan. 28, 2025, 4:23 a.m.