Replicating studies on cross- vs single-company effort models using the ISBSG Database

Empirical Software Engineering - Tập 13 Số 1 - Trang 3-37 - 2008
Emilia Mendes1, Chris Lokan2
1Computer Science Department, University of Auckland, Private Bag 92019, Auckland, New Zealand
2School of IT & EE, UNSW@ADFA, Canberra, ACT 2600, Australia

Tóm tắt

Từ khóa


Tài liệu tham khảo

Briand LC, El-Emam K, Maxwell K, Surmann D, Wieczorek I (1999) An assessment and comparison of common cost estimation models. Proceedings of the 21st International Conference on Software Engineering, ICSE 99, pp 313–322

Briand LC, Langley T, Wieczorek I (2000) A replicated assessment of common software cost estimation techniques. Proceedings of the 22nd International Conference on Software Engineering, ICSE 20, pp 377–386

Conte SD, Dunsmore HE, Shen VY (1986) Software engineering metrics and models. Benjamin-Cummins

Cook RD (1977) Detection of influential observations in linear regression. Technometrics 19:15–18

Jeffery R, Ruhe M, Wieczorek I (2000) A comparative study of two software development cost modeling techniques using multi-organizational and company-specific data. Inf Softw Technol 42:1009–1016

Jeffery R, Ruhe M, Wieczorek I (2001) Using public domain metrics to estimate software development effort. Proceedings Metrics’01, London, pp 16–27

Kemerer CF (1987) An empirical validation of software cost estimation models. Communications ACM, 30(5)

Kitchenham BA, Mendes E (2004) A comparison of cross-company and single-company effort estimation models for Web applications, Proceedings EASE 2004, pp 47–55

Kitchenham BA, Mendes E, Travassos G (2006) A systematic review of cross- vs within-company cost estimation studies, Proceedings of EASE’06, BCS. (Available at http://ewic.bcs.org/conferences/2006/ease06/index.htm )

Kitchenham BA, Taylor NR (1984) Software cost models. ICL Tech J 73–102, May

Kirsopp C, Shepperd M (2002) Making inferences with small numbers of training sets. IEE Proc Softw 149:123–130

Lefley M, Shepperd MJ (2003) Using genetic programming to improve software effort estimation based on general data sets, Proceedings of GECCO 2003, LNCS 2724. Springer, New York, pp 2477–2487

Lokan CJ (2005) Function points. Advances in computers. In: M.V. Zelkowitz (ed), vol 65, pp 298–347, Elsevier

Lokan C, Mendes E (2006) Cross-company and single-company effort models using the ISBSG Database: a further replicated study, Proceedings of the ISESE’06, pp 75–84

Maxwell K (2002) Applied statistics for software managers. Software Quality Institute Series, Prentice-Hall, Englewood Cliffs, NJ

Maxwell K, Wassenhove LV, Dutta S (1999) Performance evaluation of general and company specific models in software development effort estimation. Manag Sci 45(6):787–803, June

Mendes E, Kitchenham BA (2004) Further comparison of cross-company and within company effort estimation models for Web applications. Proceedings Metrics’04, Chicago, Illinois September 11–17th 2004, IEEE Computer Society, pp 348–357

Mendes E, Lokan C, Harrison R, Triggs C (2005) A replicated comparison of cross-company and within-company effort estimation models using the ISBSG Database, in Proceedings of Metrics’05, Como

Tabachnick BG, Fidell LS (1996) Using multivariate statistics. Harper Collins, New York

Wieczorek I, Ruhe M (2002) How valuable is company-specific data compared to multi-company data for software cost estimation? Proceedings Metrics’02, Ottawa, pp 237–246