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Technique for Estimation of Confidence Interval for Probability of Defect Rediscovery

机译:缺陷重新发现概率的置信区间估计技术

摘要

A present invention for estimating a confidence interval includes: receiving a dataset comprising information on software product defects found by a first customer and a second customer, the information comprising numbers of cases of software product defects found by the first customer and the second customer; determining a probability for each case of found software product defect using the frequencies and a total number of software product defects found; determining a plurality of bootstrapping draws from the cases of found software product defects in the dataset; determining an array of conditional probabilities that the first customer may find a given software product defect given that the second customer found the given software product defect, using the numbers of the cases and the probabilities corresponding to the cases in each bootstrapping draw; and determining a confidence interval for the determined plurality of arrays of conditional probabilities.
机译:用于估计置信区间的本发明包括:接收包括关于由第一客户和第二客户发现的软件产品缺陷的信息的数据集,该信息包括由第一客户和第二客户发现的软件产品缺陷的情况的数量;以及使用发现的频率和软件产品缺陷的总数,确定每种情况下发现的软件产品缺陷的概率;根据在数据集中发现的软件产品缺陷的情况,确定多个自举图;使用案例数目和每个引导绘图中与案例相对应的概率,确定第二客户发现给定软件产品缺陷时,第一客户可能发现给定软件产品缺陷的条件概率阵列;确定所确定的多个条件概率阵列的置信区间。

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