A STUDY ON BOOTSTRAP CONFIDENCE INTERVALS OF SOFTWARE RELIABILITY MEASURES BASED ON AN INCOMPLETE GAMMA FUNCTION MODEL
A STUDY ON BOOTSTRAP CONFIDENCE INTERVALS OF SOFTWARE RELIABILITY MEASURES BASED ON AN INCOMPLETE GAMMA FUNCTION MODEL
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DOI：
10.1142/9789812773760_0050
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发表时间：
2006-07
期刊：
影响因子：
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通讯作者：
M. Kimura
中科院分区：
文献类型：
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作者：
M. Kimura
本文主要研究几种软件可靠性模型的推广和可靠性评估指标置信区间的推导。首先，我们提出了一个不完全伽玛函数模型，并讨论了如何使用自助方案从数据集中获得置信区间。一个两参数的数值微分方法被施加到数据集，以估计模型参数。我们还展示了几个软件可靠性评估的数值例子。
This study focuses on the generalization of several software reliability models and the derivation of confidence intervals of reliability assessment measures. First we propose an incomplete gamma function model, and discuss how to obtain the confidence intervals from a data set by using a bootstrap scheme. A two-parameter numerical differentiation method is applied to the data set to estimate the model parameters. We also show several numerical illustrations of software reliability assessment.