Approximate Bayesian Computation for a Dual-Failure-Modes Models and Its Application to Failure Times Data

Approximate Bayesian Computation for a Dual-Failure-Modes Models and Its Application to Failure Times Data

In this study, comprehensive approximate Bayesian computation (ABC) technique is explored, and develop for an innovative model. We practically demonstrate approximate Bayesian computation (ABC)-Gibbs scheme using Kolmogorov-Smirnov as distance function; this method is a simulation-based scheme, whic...

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Bibliographic Details
Main Authors: Mustapha Muhammad, Badamasi Abba, Jinsen Xiao
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Approximate Bayesian computation
modified Weibull model
failure analysis
reliability statistics
simulation
mean residual life
Online Access:https://ieeexplore.ieee.org/document/10930869/
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