Global sensitivity analysis of predictor models in software engineering

Proceedings - ICSE 2007 Workshops: Third International Workshop on Predictor Models in Software Engineering, PROMISE'07

Volumn , Issue , 2007, Pages 3-10

  Wagner, Stefan ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; INFORMATION MANAGEMENT; MODEL CHECKING; OPTIMIZATION; SENSITIVITY ANALYSIS; SOFTWARE RELIABILITY;

MEASUREMENT OPTIMIZATION; PREDICTOR MODELS; SOFTWARE RELIABILITY MODELS;

COMPUTER AIDED SOFTWARE ENGINEERING;

EID: 36949013940     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PROMISE.2007.7     Document Type: Conference Paper

References (17)

1. R. D. Banker, S. M. Datai, C. R Kemerer, and D. Zweig. Software Complexity and Maintenance Costs. Communications of the ACM, 36(11):81-94, 1993.
2. B. W. Boehm. Software Engineering Economies. Prentice Hall, 1981.
3. K. Chan, S. Tarantela, A. Saltelli, and I. M. Sobol. Variance-Based Methods. In Saltelli et al. [11], pages 168-197.
4. R. Deissenboeck and M. Pizka. The Economic Impact of Software Process Variations. In Proc. International Conference on Software Processes (ICSP '07). Springer-Verlag, 2007.
5. B. Freimut, L. C. Briand, and R Vollei. Determining Inspection Cost-Effectiveness by Combining Project Data and Expert Opinion. IEEE Transactions on Software Engineering, 31(12): 1074-1092, 2005.
6. B. A. Kitchenham, S. L. Pfleeger, L. M. Pickard, P. W. Jones, D. C. Hoaglin, K. El Eman, and J. Rosenberg. Preliminary Guidelines for Empirical Research in Software Engineering. IEEE Transactions on Software Engineering, 28(8), 2002.
7. J. D. Musa. Software Reliability Engineering: More Reliable Software Faster and Cheaper. AuthorHouse, 2nd edition, 2004.
8. G. N. Rodrigues, D. S. Rosenblum, and S. Uchitel. Sensitivity Analysis for a Scenario-Based Reliability Prediction Model. In Proc. Workshop on Architecting Dependable Systems (WADS '05). ACM Press, 2005.
9. A. Saltelli. What is Sensitivity Analysis? In Saltelli et al. [11], pages 4-13.
10. A. Saltelli and R. Bolado. An Alternative Way to Compute Fourier Amplitude Sensitivity Test (FAST). Computational Statistics & Data Analysis, 26(4):445-460, 1998.
11. A. Saltelli, K. Chan, and E. M. Scott, editors. Sensitivity Analysis. John Wiley & Sons, 2000.
12. M. Shepperd and C. Schofleld. Estimating Software Project Effort Using Analogies. IEEE Transactions on Software Engineering, 23(11):736-743, 1997.
13. I. M. Sobol. Sensitivity Analysis for Non-Linear Mathemat-ical Models. Mathematical Modelling and Computational Experiment, 1:407-414, 1993.
14. S. Wagner. A Literature Survey of the Quality Economics of Defect-Detection Techniques. In Proc. 5th ACM-IEEE International Symposium on Empirical Software Engineering (ISESE '06), pages 194-203. ACM Press, 2006.
15. S. Wagner. A Model and Sensitivity Analysis of the Quality Economics of Defect-Detection Techniques. In Proc. International Symposium on Software Testing and Analysis (ISSTA '06), pages 73-83. ACM Press, 2006.
16. S. Wagner. Cost-Optimisation of Analytical Software Quality Assurance. PhD Dissertation, Technische Universität München, 2007. To appeal'.
17. S. Wagner and H. Fischer. A Software Reliability Model Based on a Geometric Sequence of Failure Rates. In Proc. 11th International Conference on Reliable Software Technologies (Ada-Europe '06), volume 4006 of LNCS, pages 143-154. Springer, 2006.