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10.1109/SMC.2013.111guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Bootstrap Interval Estimation Methods for Cost-Optimal Software Release Planning

Published: 13 October 2013 Publication History

Abstract

We discuss interval estimation methods for cost-optimal software release time based on a discretized software reliability growth model. In our approach, we use a bootstrap method, in which we do not need to derive probability distributions of model parameters and optimal software release time analytically by using an asymptotic theory assuming a large number of samples. Then we estimate bootstrap confidence intervals of cost-optimal software release time based on two kinds of bootstrap confidence interval methods. Our numerical examples confirm that our bootstrap approach yields a simulation-based probability distribution of cost-optimal software release time from software fault-count data.

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cover image Guide Proceedings
SMC '13: Proceedings of the 2013 IEEE International Conference on Systems, Man, and Cybernetics
October 2013
4976 pages
ISBN:9781479906529

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IEEE Computer Society

United States

Publication History

Published: 13 October 2013

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