Detection of Reliable Software Using SPRT
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چکیده
In Classical Hypothesis testing volumes of data is to be collected and then the conclusions are drawn which may take more time. But, Sequential Analysis of statistical science could be adopted in order to decide upon the reliable / unreliable of the developed software very quickly. The procedure adopted for this is, Sequential Probability Ratio Test (SPRT). In the present paper, we have proposed the performance of SPRT on Time domain data using exponential imperfect debugging model and analyzed the results by applying on 5 data sets. The parameters are estimated by using Maximum Likelihood Estimation. KeywordsExponential imperfect debugging; Sequential Probability Ratio Test; Maximum Likelihood Estimation; Decision lines; Software Reliability; Software failure data.
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تاریخ انتشار 2011