Bayesian reliability: Combining information

AG Wilson, KM Fronczyk - Quality Engineering, 2017 - Taylor & Francis
One of the most powerful features of Bayesian analyses is the ability to combine multiple
sources of information in a principled way to perform inference. This feature can be …

Test and evaluation for artificial intelligence

L Freeman - Insight, 2020 - Wiley Online Library
Incorporating artificial intelligence (AI) leveraging statistical machine learning (ML) into
complex systems poses numerous challenges to traditional test and evaluation (T&E) …

Challenges and new methods for designing reliability experiments

LJ Freeman, RM Medlin, TH Johnson - Quality Engineering, 2019 - Taylor & Francis
Engineers use reliability experiments to determine the factors that drive product reliability,
build robust products, and predict reliability under use conditions. This article uses recent …

Statistical engineering–Part 1: Past and present

CM Anderson-Cook, L Lu, W Brenneman… - Quality …, 2022 - Taylor & Francis
After more than a decade since the introduction of Statistical Engineering by Roger Hoerl
and Ronald Snee, a group of leading applied statisticians from academia, industry, and …

Bayesian modeling and test planning for multiphase reliability assessment

JF Gilman, KM Fronczyk… - Quality and Reliability …, 2019 - Wiley Online Library
We propose a Bayesian hierarchical model to assess the reliability of a family of vehicles,
based on the development of the joint light tactical vehicle (JLTV). The proposed model …

Testing defense systems

LJ Freeman, T Johnson, M Avery… - Analytic methods in …, 2018 - Wiley Online Library
The complex, multifunctional nature of defense systems, along with the wide variety of
system types, demands a structured but flexible analytical process for testing systems. This …

Flexible, efficient borrowing: A power prior structure for Bayesian interim analysis

VRC Sieck, FGW Christensen - Quality Engineering, 2023 - Taylor & Francis
When making decisions about whether a product can meet required performance standards,
it is often of interest to make decisions as soon as enough information has been obtained …

The research on operational reliability evaluation of straddle-type monorail vehicle

Z Du, J Zhou, Z Yang, J Bo - Systems Science & Control …, 2018 - Taylor & Francis
In order to master the main malfunction and the law of occurrence of the vehicle which
affects the operational reliability of the Straddle-Type Monorail traffic, this paper, based on …

Bayesian methods in operational testing: Enhancing testing through combining information

VRC Sieck - 2021 - digitalrepository.unm.edu
When developing a system, considering system performance from a user perspective can be
done through operational testing| assessing the ability of representative users to accomplish …

[PDF][PDF] Improving Reliability Estimates with Bayesian Statistics

LJ Freeman, K Fronczyk - IDA Document NS D-5452, 2015 - testscience.org
There are many challenges with assessing the reliability of a complex system. One of the
more difficult aspects of system reliability assessment is integrating multiple sources of …