Software Hazard Rate Modeling with Multiple Change-point Occurrences

被引:0
|
作者
Inoue, Shinji [1 ]
Yamada, Shigeru [1 ]
机构
[1] Tottori Univ, Grad Sch Engn, Tottori, Japan
关键词
Software reliability assessment; Software reliability; growth model; Hazard rate modeling; Multiple change-point occurrences; Jelinski-Moranda model; Goodness-of-fit comparisons; RELIABILITY MODELS; GROWTH;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
We propose a software hazard rate modeling framework with the effect of multiple change-point occurrences for developing more plausible software reliability growth models reflecting actual environment in the testing-phase of a software development process. Especially, our modeling approach enables us to develop a software hazard rate model with the effect of multiple change-point occurrences by assuming the hazard rate before the first change-point occurrence. And we check that our multiple change-point model has better fitting and predictive performance than the corresponding non and single change-point models by conducting goodness-of-fit comparisons applying using actual data.
引用
收藏
页码:1151 / 1155
页数:5
相关论文
共 50 条
  • [41] Bayesian change-point analysis of heat spell occurrences in Montreal, Canada
    Khaliq, M. N.
    Ouarda, T. B. M. J.
    St-Hilaire, A.
    Gachon, P.
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2007, 27 (06) : 805 - 818
  • [42] Software Reliability Growth Modeling with Change-Point and Its Goodness-of-Fit Comparisons
    Inoue, Shinji
    Yamada, Shigeru
    SOFTWARE ENGINEERING, BUSINESS CONTINUITY, AND EDUCATION, 2011, 257 : 354 - 361
  • [43] A survival model with change-point in both hazard and regression parameters
    Dupuy, JF
    Probability, Statistics and Modelling in Public Health, 2006, : 136 - 144
  • [44] A NOTE ON TESTING FOR CONSTANT HAZARD AGAINST A CHANGE-POINT ALTERNATIVE
    YAO, YC
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1987, 39 (02) : 377 - 383
  • [45] On computing estimates of a change-point in the Weibull regression hazard model
    Palmeros, Oscar
    Villasenor, Jose A.
    Gonzalez, Elizabeth
    JOURNAL OF APPLIED STATISTICS, 2018, 45 (04) : 642 - 648
  • [46] A Single Change Point Hazard Rate Software Reliability Model with Imperfect Debugging
    Rani, Pooja
    Mahapatra, G. S.
    2019 13TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON), 2019,
  • [47] Spatio-temporal change-point modeling
    Majumdar, A
    Gelfand, AE
    Banerjee, S
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2005, 130 (1-2) : 149 - 166
  • [48] SOFTWARE RELIABILITY MEASUREMENT AND ITS APPLICATION WITH CHANGE-POINT
    Inoue, Shinji
    Yamada, Shigeru
    ICIM 2008: PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2008, : 663 - 668
  • [49] A Bayesian change-point analysis for software reliability models
    Nam, Seungmin
    Cha, Ji Hwan
    Cho, Sinsup
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2008, 37 (09) : 1855 - 1869
  • [50] Multiple change-point detection for regression curves
    Wang, Yunlong
    CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2024, 52 (04):