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  1. Proceedings of the Third International Workshop on Predictor Models in Software Engineering (PROMISE '07)
  2. Modeling the Effect of Size on Defect Proneness for Open-Source Software
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Adequate and Precise Evaluation of Quality Models in Software Engineering Studies
Project Data Incorporating Qualitative Factors for Improved Software Defect Prediction
Global Sensitivity Analysis of Predictor Models in Software Engineering
Make the Most of Your Time: How Should the Analyst Work with Automated Traceability Tools?
Assessing the Reliability of a Human Estimator
Decision Support Analysis for Software Effort Estimation by Analogy
Column Pruning Beats Stratification in Effort Estimation
Using Developer Information as a Factor for Fault Prediction
Predicting Defects for Eclipse
Modeling the Effect of Size on Defect Proneness for Open-Source Software
Complexity Measures for Secure Service-Oriented Software Architectures
Experiments on Design Pattern Discovery

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Modeling the Effect of Size on Defect Proneness for Open-Source Software ( PROMISE '07 )

Content Provider ACM Digital Library
Author Zhang, Dongsong Koru, A. Gunes Liu, Hongfang
Abstract Quality is becoming increasingly important with the continuous adoption of open-source software. Previous research has found that there is generally a positive relationship between module size and defect proneness. Therefore, in open-source software development, it is important to monitor module size and understand its impact on defect proneness. However, traditional approaches to quality modeling, which measure specific system snapshots and obtain future defect counts, are not well suited because open-source modules usually evolve and their size changes over time. In this study, we used Cox proportional hazards modeling with recurrent events to study the effect of class size on defect-proneness in the Mozilla product. We found that the effect of size was significant, and we quantified this effect on defect proneness.
File Format PDF
ISBN 0769529542
DOI 10.1109/PROMISE.2007.9
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2007-05-20
Access Restriction Subscribed
Content Type Text
Resource Type Article
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