BayesFlo: Bayesian Fault Localization for Software Testing

Y Ji, R Lekivetz, S Mak, J Morgan - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
BayesFLo: Bayesian Fault Localization for Software Testing Page 1 865 2023 IEEE 23rd
International Conference on Software Quality, Reliability, and Security Companion (QRS-C) …

Assessing the usability of statistical software using designed experiments

J Rhyne, M Bailey, J Morgan, R Lekivetz - International Conference on …, 2023 - Springer
Modern statistical software is increasingly used by users with limited statistical training to
address complex real-world problems. Yet, little work has been done on assessing the …

BayesFLo: Bayesian fault localization of complex software systems

Y Ji, S Mak, R Lekivetz, J Morgan - arXiv preprint arXiv:2403.08079, 2024 - arxiv.org
Software testing is essential for the reliable development of complex software systems. A key
step in software testing is fault localization, which uses test data to pinpoint failure-inducing …

Testing the prediction profiler with disallowed combinations—A statistical engineering case study

J Ash, C King, L Lancaster, R Lekivetz… - Quality …, 2022 - Taylor & Francis
The prediction profiler is an interactive display in JMP statistical software that allows a user
to explore the relationships between multiple factors and responses. A common use case of …

MaLT: Machine-Learning-Guided Test Case Design and Fault Localization of Complex Software Systems

Y Ji, S Mak, R Lekivetz, J Morgan - 2024 22nd ACM-IEEE …, 2024 - ieeexplore.ieee.org
Software testing is essential for the reliable and robust development of complex software
systems. This is particularly critical for cyber-physical systems (CPS), which require rigorous …

[PDF][PDF] Recent Advances on the Design, Analysis and Decision-making with Expensive Virtual Experiments

Y Ji - 2024 - dukespace.lib.duke.edu
With breakthroughs in virtual experimentation, computer simulation has been replacing
physical experiments that are prohibitively expensive or infeasible to perform in a large …

Applying Design of Experiments in Testing and Validation of Statistical Software

CB King, RA Lekivetz, JA Morgan - 2024 Annual Reliability and …, 2024 - ieeexplore.ieee.org
Validating statistical software involves a variety of challenges. Of these, the most difficult is
the selection of an effective set of test cases, sometimes referred to as the “test case …

[PDF][PDF] On the Validation of Statistical Software

R Lekivetz - dataworks.testscience.org
A family of test case selection strategies used to test complex engineered systems. For a
complex engineered system with m inputs, such as a software system, a strength t covering …