메뉴 건너뛰기




Volumn 17, Issue 1-2, 2012, Pages 34-61

A permutation test based on regression error characteristic curves for software cost estimation models

Author keywords

Accuracy measures; Cost prediction models; Graphical comparison; Hypothesis test; Permutation test; REC curves

Indexed keywords

ACCURACY MEASURES; COST PREDICTION MODELS; GRAPHICAL COMPARISON; HYPOTHESIS TESTS; PERMUTATION TESTS; REC CURVES;

EID: 84857374517     PISSN: 13823256     EISSN: 15737616     Source Type: Journal    
DOI: 10.1007/s10664-011-9177-5     Document Type: Article
Times cited : (15)

References (38)
  • 3
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • J Demsar 2006 Statistical comparisons of classifiers over multiple data sets J Mach Learn Res 7 1 30 2274360 1222.68184 (Pubitemid 43022939)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1
  • 6
    • 0004080666 scopus 로고
    • Signal detection theory and ROC analysis
    • Academic Press
    • Egan JP (1975) Signal detection theory and ROC analysis. Series in Cognition and Perception, Academic Press.
    • (1975) Series in Cognition and Perception
    • Egan, J.P.1
  • 7
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • 10.1016/j.patrec.2005.10.010
    • T Fawcett 2006 An introduction to ROC analysis Pattern Recogn Lett 27 861 874 10.1016/j.patrec.2005.10.010
    • (2006) Pattern Recogn Lett , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 8
    • 0346896359 scopus 로고    scopus 로고
    • A simulation study of the model evaluation criterion MMRE
    • 10.1109/TSE.2003.1245300
    • T Foss E Stensrud B Kitchenham I Myrtveit 2003 A simulation study of the model evaluation criterion MMRE IEEE Trans Software Eng 29 11 985 995 10.1109/TSE.2003.1245300
    • (2003) IEEE Trans Software Eng , vol.29 , Issue.11 , pp. 985-995
    • Foss, T.1    Stensrud, E.2    Kitchenham, B.3    Myrtveit, I.4
  • 9
    • 0003504212 scopus 로고    scopus 로고
    • Permutation tests: A practical guide to resampling methods for testing hypotheses
    • Good IG (2000) Permutation tests: a practical guide to resampling methods for testing hypotheses. Springer Series in Statistics 2nd edition
    • (2000) Springer Series in Statistics 2nd Edition
    • Good, I.G.1
  • 11
    • 84857360775 scopus 로고    scopus 로고
    • ISBSG dataset 10 (2007) http://www.isbsg.org
    • (2007) ISBSG Dataset , vol.10
  • 13
    • 33845788381 scopus 로고    scopus 로고
    • A systematic review of software development cost estimation studies
    • DOI 10.1109/TSE.2007.256943
    • M Jorgensen M Shepperd 2007 A systematic review of software development cost estimation studies IEEE Trans Software Eng 33 1 33 53 10.1109/TSE.2007. 256943 (Pubitemid 46002167)
    • (2007) IEEE Transactions on Software Engineering , vol.33 , Issue.1 , pp. 33-53
    • Jorgensen, M.1    Shepperd, M.2
  • 16
    • 0037110428 scopus 로고    scopus 로고
    • An empirical study of maintenance and development accuracy
    • 10.1016/S0164-1212(02)00021-3
    • B Kitchenham SL Pfleeger B McColl S Eagan 2002 An empirical study of maintenance and development accuracy J. Syst Softw 64 57 77 10.1016/S0164- 1212(02)00021-3
    • (2002) J. Syst Softw , vol.64 , pp. 57-77
    • Kitchenham, B.1    Pfleeger, S.L.2    McColl, B.3    Eagan, S.4
  • 20
    • 0018176389 scopus 로고
    • General problems in medical decision making with comments on ROC analysis
    • LB Lusted 1978 General problems in medical decision making with comments on ROC analysis Semin Nucl Med 8 4 299 306 10.1016/S0001-2998(78)80015-4 (Pubitemid 9075027)
    • (1978) Seminars in Nuclear Medicine , vol.8 , Issue.4 , pp. 299-306
    • Lusted, L.B.1
  • 21
    • 0141518516 scopus 로고    scopus 로고
    • Receiver operating characteristic curves and their use in radiology
    • DOI 10.1148/radiol.2291010898
    • NA Obuchowski 2003 Receiver operating characteristic curves and their use in radiology Radiology 229 1 3 8 10.1148/radiol.2291010898 (Pubitemid 37152094)
    • (2003) Radiology , vol.229 , Issue.1 , pp. 3-8
    • Obuchowski, N.A.1
  • 23
    • 33749062142 scopus 로고    scopus 로고
    • The consistency of empirical comparisons of regression and analogy-based software project cost prediction
    • DOI 10.1109/ISESE.2005.1541858, 1541858, 2005 International Symposium on Empirical Software Engineering, ISESE 2005
    • Mair C, Shepperd M (2005) The consistency of empirical comparisons of regression and analogy-based software project cost prediction. In: Proceedings of the International Symposium on Empirical Software Engineering (ISESE'05), November, 509-518 (Pubitemid 44462635)
    • (2005) 2005 International Symposium on Empirical Software Engineering, ISESE 2005 , pp. 509-518
    • Mair, C.1    Shepperd, M.2
  • 24
    • 40749124802 scopus 로고    scopus 로고
    • Cross-company vs. single-company web effort models using the Tukutuku database: An extended study
    • DOI 10.1016/j.jss.2007.07.044, PII S0164121207002385
    • E Mendes S Di Martino F Ferrucci C Gravino 2008 Cross-company vs. single-company web effort models using the Tukutuku database: an extended study J. Syst Softw 81 5 673 690 10.1016/j.jss.2007.07.044 (Pubitemid 351389564)
    • (2008) Journal of Systems and Software , vol.81 , Issue.5 , pp. 673-690
    • Mendes, E.1    Di Martino, S.2    Ferrucci, F.3    Gravino, C.4
  • 25
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • CE Metz 1978 Basic principles of ROC analysis Semin Nucl Med 8 4 283 298 10.1016/S0001-2998(78)80014-2 (Pubitemid 9075026)
    • (1978) Seminars in Nuclear Medicine , vol.8 , Issue.4 , pp. 283-298
    • Metz, C.E.1
  • 26
    • 40749083063 scopus 로고    scopus 로고
    • Comparing cost prediction models by resampling techniques
    • DOI 10.1016/j.jss.2007.07.039, PII S0164121207002348
    • N Mittas L Angelis 2008 Comparing cost prediction models by resampling techniques J. Syst Softw 81 5 616 632 10.1016/j.jss.2007.07.039 (Pubitemid 351389561)
    • (2008) Journal of Systems and Software , vol.81 , Issue.5 , pp. 616-632
    • Mittas, N.1    Angelis, L.2
  • 28
    • 76749156201 scopus 로고    scopus 로고
    • Visual comparison of software cost estimation models by regression error characteristic analysis
    • 10.1016/j.jss.2009.10.044
    • N Mittas L Angelis 2010 Visual comparison of software cost estimation models by regression error characteristic analysis J. Syst Softw 83 621 637 10.1016/j.jss.2009.10.044
    • (2010) J. Syst Softw , vol.83 , pp. 621-637
    • Mittas, N.1    Angelis, L.2
  • 30
    • 37249083398 scopus 로고    scopus 로고
    • Improving analogy-based software cost estimation by a resampling method
    • DOI 10.1016/j.infsof.2007.04.001, PII S0950584907000328
    • N Mittas M Athanasiades L Angelis 2008 Improving analogy-based software cost estimation by a resampling method Inform Softw Technol 50 3 221 230 10.1016/j.infsof.2007.04.001 (Pubitemid 350266325)
    • (2008) Information and Software Technology , vol.50 , Issue.3 , pp. 221-230
    • Mittas, N.1    Athanasiades, M.2    Angelis, L.3
  • 31
    • 0028516893 scopus 로고
    • Robust regression for developing software estimation models
    • 10.1016/0164-1212(94)90110-4
    • Y Miyazaki M Terakado K Ozaki H Nozaki 1994 Robust regression for developing software estimation models J Syst Softw 27 3 16 10.1016/0164-1212(94) 90110-4
    • (1994) J Syst Softw , vol.27 , pp. 3-16
    • Miyazaki, Y.1    Terakado, M.2    Ozaki, K.3    Nozaki, H.4
  • 33
    • 22944440671 scopus 로고    scopus 로고
    • Reliability and validity in comparative studies software prediction models
    • DOI 10.1109/TSE.2005.58
    • I Myrtveit E Stensrud M Shepperd 2005 Reliability and validity in comparative studies of software prediction models IEEE Trans Software Eng 31 5 380 391 10.1109/TSE.2005.58 (Pubitemid 41046926)
    • (2005) IEEE Transactions on Software Engineering , vol.31 , Issue.5 , pp. 380-391
    • Myrtveit, I.1    Stensrud, E.2    Shepperd, M.3
  • 34
    • 78649803441 scopus 로고    scopus 로고
    • NASA93 dataset (2007) http://promisedata.org/
    • (2007) NASA93 Dataset
  • 36
    • 84947402121 scopus 로고
    • Rectangular confidence region for the means of multivariate normal distributions
    • 0158.17705 10.2307/2283989
    • Z Šidàk 1967 Rectangular confidence region for the means of multivariate normal distributions J Am Stat Assoc 62 626 633 0158.17705 10.2307/2283989
    • (1967) J Am Stat Assoc , vol.62 , pp. 626-633
    • Šidàk, Z.1
  • 38
    • 0027457620 scopus 로고
    • Receiver-operating characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine
    • MH Zweig G Campbell 1993 Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine Clin Chem 39 8 561 577 (Pubitemid 23118304)
    • (1993) Clinical Chemistry , vol.39 , Issue.4 , pp. 561-577
    • Zweig, M.H.1    Campbell, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.