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
  • [11] Markovian Software Reliability Modeling with Change-Point
    Inoue, Shinji
    Yamada, Shigeru
    INTERNATIONAL JOURNAL OF RELIABILITY QUALITY & SAFETY ENGINEERING, 2018, 25 (02):
  • [12] SOFTWARE RELIABILITY ASSESSMENT USING EXPONENTIAL-TYPE CHANGE-POINT HAZARD RATE MODELS
    Hayashida, Shiho
    Inoue, Shinji
    Yamada, Shigeru
    INTERNATIONAL JOURNAL OF RELIABILITY QUALITY & SAFETY ENGINEERING, 2014, 21 (04):
  • [13] Asymptotics of a Bayesian Approach to Estimating Change-Point in a Hazard Rate
    Ghosh, J. K.
    Joshi, S. N.
    Mukhopadhyay, C.
    Communications in Statistics. Part A: Theory and Methods, 25 (12):
  • [14] Asymptotics of a Bayesian approach to estimating change-point in a hazard rate
    Ghosh, JK
    Joshi, SN
    Mukhopadhyay, C
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1996, 25 (12) : 3147 - 3166
  • [15] Semiparametric Multivariate and Multiple Change-Point Modeling
    Peluso, Stefano
    Chib, Siddhartha
    Mira, Antonietta
    BAYESIAN ANALYSIS, 2019, 14 (03): : 727 - 751
  • [16] Bayesian Online Learning of the Hazard Rate in Change-Point Problems
    Wilson, Robert C.
    Nassar, Matthew R.
    Gold, Joshua I.
    NEURAL COMPUTATION, 2010, 22 (09) : 2452 - 2476
  • [17] A change-point estimator with the hazard ratio
    Kim, Jaehee
    JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2009, 38 (04) : 377 - 382
  • [18] A change-point estimator with the hazard ratio
    Jaehee Kim
    Journal of the Korean Statistical Society, 2009, 38 : 377 - 382
  • [20] A PROBLEM WITH THE LIKELIHOOD RATIO TEST FOR A CHANGE-POINT HAZARD RATE MODEL
    HENDERSON, R
    BIOMETRIKA, 1990, 77 (04) : 835 - 843