md_series_component_failure_probability_C1_C2: Component failure probability decorator.

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

Component failure probability decorator.

Description

We decorate masked data md with an estimate of the probabilities, ⁠Pr{K[i]=j|T[i]=t[i],C[i])}⁠.

Usage

md_series_component_failure_probability_C1_C2(md, h)

Arguments

md	masked data
h	a vector of hazard functions for the component lifetimes in the series system. h[j] should refer to the hazard function for component indexed by j.

Details

md must have columns ⁠x1,...,xm⁠ representing candidate sets as boolean vectors, s or t respectively representing right-censored series system lifetime, and if right-censoring, then there must also be delta representing the right-censoring indicator.

Value

md decorated with component probability failures.

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