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Predicting defects using network analysis on dependency graphs

Thomas Zimmermann, Nachiappan Nagappan

Proceedings of the 30th international conference on Software engineering, 2008. DOI 10.1145/1368088.1368161

Has this study been replicated?

The atlas records 1 replication of this study. Recorded outcomes: 1 mixed.

Replications

• Network Versus Code Metrics to Predict Defects: A Replication Study, Premraj & Herzig (2011). Outcome recorded: mixed. However, when we evaluated the metrics using setups more suited for industrial use -- forward-release and cross-project prediction -- we found network metrics to offer no vantage over code metrics. View paper

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