Accuracy of software quality models over multiple releases
Annals of Software Engineering
Controlling Overfitting in Classification-Tree Models ofSoftware Quality
Empirical Software Engineering
Classification Tree Models of Software Quality Over Multiple Releases
ISSRE '99 Proceedings of the 10th International Symposium on Software Reliability Engineering
Toward a Software Testing and Reliability Early Warning Metric Suite
Proceedings of the 26th International Conference on Software Engineering
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The relationship between product quality and process capability and maturity has been recognized as a major issue in software engineering based on the premise that improvements in process will lead to higher quality products. To this end, we have been investigating an important facet of process capability - stability - as defined and evaluated by trend, change, and shape metrics, across releases and within a release. Our integration of product and process measurement and evaluation serves the dual purpose of using metrics to assess and predict reliability and risk and concurrently using these metrics for process stability evaluation. We use the NASA Space Shuttle flight software to illustrate our approach.