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  • 标题:A Bootstrapping Approach for Software Reliability Measurement Based on a Discretized NHPP Model
  • 本地全文:下载
  • 作者:Shinji Inoue ; Shigeru Yamada
  • 期刊名称:Journal of Software Engineering and Applications
  • 印刷版ISSN:1945-3116
  • 电子版ISSN:1945-3124
  • 出版年度:2013
  • 卷号:6
  • 期号:4A
  • 页码:1-7
  • DOI:10.4236/jsea.2013.64A001
  • 出版社:Scientific Research Publishing
  • 摘要:Discrete software reliability measurement has a proper characteristic for describing a software reliability growth process which depends on a unit of the software fault-detection period, such as the number of test runs, the number of executed test cases. This paper discusses discrete software reliability measurement based on a discretized nonhomogeneous Poisson process (NHPP) model. Especially, we use a bootstrapping method in our discrete software reliability measurement for discussing the statistical inference on parameters and software reliability assessment measures of our model. Finally we show numerical examples of interval estimations based on our bootstrapping method for the several software reliability assessment measures by using actual data.
  • 关键词:Software Reliability Measurement; Discretized NHPP Model; Nonparametric Bootstrapping Method; Regression Analysis; Bootstrap Confidence Intervals
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