Software complexity and maintenance costs
Communications of the ACM
Estimating Software Project Effort Using Analogies
IEEE Transactions on Software Engineering
An alternative way to compute Fourier amplitude sensitivity test (FAST)
Computational Statistics & Data Analysis
Software Engineering Economics
Software Engineering Economics
Preliminary guidelines for empirical research in software engineering
IEEE Transactions on Software Engineering
Software Reliability Engineering: More Reliable Software Faster and Cheaper
Software Reliability Engineering: More Reliable Software Faster and Cheaper
Sensitivity analysis for a scenario-based reliability prediction model
WADS '05 Proceedings of the 2005 workshop on Architecting dependable systems
Determining Inspection Cost-Effectiveness by Combining Project Data and Expert Opinion
IEEE Transactions on Software Engineering
A model and sensitivity analysis of the quality economics of defect-detection techniques
Proceedings of the 2006 international symposium on Software testing and analysis
A literature survey of the quality economics of defect-detection techniques
Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering
The economic impact of software process variations
ICSP'07 Proceedings of the 2007 international conference on Software process
A software reliability model based on a geometric sequence of failure rates
Ada-Europe'06 Proceedings of the 11th Ada-Europe international conference on Reliable Software Technologies
Towards a generic model for software quality prediction
Proceedings of the 6th international workshop on Software quality
On the effectiveness of early life cycle defect prediction with Bayesian Nets
Empirical Software Engineering
Defect cost flow model: a Bayesian network for predicting defect correction effort
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Special issue on repeatable results in software engineering prediction
Empirical Software Engineering
Exact scalable sensitivity analysis for the next release problem
ACM Transactions on Software Engineering and Methodology (TOSEM)
Hi-index | 0.00 |
Predictor models are an important tool in software projects for quality and cost control as well as management. There are various models available that can help the software engineer in decision-making. However, such models are often difficult to apply in practice because of the amount of data needed. Sensitivity analysis offers provides means to rank the input factors w.r.t. their importance and thereby reduce and optimise the measurement effort necessary. This paper presents an example application of global sensitivity analysis on a software reliability model used in practice. It describes the approach and the possibilities offered.