Goodness-of-fit techniques
Orthogonal Defect Classification-A Concept for In-Process Measurements
IEEE Transactions on Software Engineering - Special issue on software measurement principles, techniques, and environments
Intergrating measurement with improvement: an action-oriented approach: experience report
ICSE '97 Proceedings of the 19th international conference on Software engineering
Cost estimation of software intensive projects: a survey of current practices
ICSE '91 Proceedings of the 13th international conference on Software engineering
Software process maturity: measuring its impact on productivity and quality
ICSE '93 Proceedings of the 15th international conference on Software Engineering
Software process modeling and execution within virtual environments
ACM Transactions on Software Engineering and Methodology (TOSEM)
Measuring the software process: statistical process control for software process improvement
Measuring the software process: statistical process control for software process improvement
CMM in practice: processes for executing software projects at Infosys
CMM in practice: processes for executing software projects at Infosys
Six SIGMA Software Development
Six SIGMA Software Development
Software Metrics: A Rigorous and Practical Approach
Software Metrics: A Rigorous and Practical Approach
Software Engineering Economics
Software Engineering Economics
Metrics and Models in Software Quality Engineering
Metrics and Models in Software Quality Engineering
Software Engineering: A Practitioner's Approach
Software Engineering: A Practitioner's Approach
Classification and evaluation of defects in a project retrospective
Journal of Systems and Software
Defect-Causal Analysis Drives Down Error Rates
IEEE Software
Practical Applications of Statistical Process Control
IEEE Software
Software Measurement: Uncertainty and Causal Modeling
IEEE Software
Quantitative Analysis of Faults and Failures in a Complex Software System
IEEE Transactions on Software Engineering
An Operational Process for Goal-Driven Definition of Measures
IEEE Transactions on Software Engineering
CMMI Guidlines for Process Integration and Product Improvement
CMMI Guidlines for Process Integration and Product Improvement
Measurement Modeling Technology
IEEE Software
Defect Prevention through Defect Prediction: A Case Study at Infosys
ICSM '01 Proceedings of the IEEE International Conference on Software Maintenance (ICSM'01)
Improving Dynamic Calibration through Statistical Process Control
ICSM '05 Proceedings of the 21st IEEE International Conference on Software Maintenance
Monitoring the software development process using a short-run control chart
Software Quality Control
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Statistical process control (SPC) is a conventional means of monitoring software processes and detecting related problems, where the causes of detected problems can be identified using causal analysis. Determining the actual causes of reported problems requires significant effort due to the large number of possible causes. This study presents an approach to detect problems and identify the causes of problems using multivariate SPC. This proposed method can be applied to monitor multiple measures of software process simultaneously. The measures which are detected as the major impacts to the out-of-control signals can be used to identify the causes where the partial least squares (PLS) and statistical hypothesis testing are utilized to validate the identified causes of problems in this study. The main advantage of the proposed approach is that the correlated indices can be monitored simultaneously to facilitate the causal analysis of a software process.