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Applications of statistics in software engineering

机译：统计在软件工程中的应用

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摘要

The last decade or so has seen an increasing number of companies learn how to apply statistical concepts to software development. This is evidenced by the increase in organizational maturity over that period (Software Engineering Institute Maturity Profile, 1999), which stipulates more and better data collection and analysis. In spite of this, there is still debate as to the applicability of statistical analysis to more than a limited subset of the many development environments in existence today. There is not a full understanding of how statistical methods can be applied in software engineering scenarios and to date, limited case studies and examples have been published, thereby providing motivation for this special issue. Papers presenting examples of applying statistical methods to solve software engineering problems and improve decision making are highlighted in this special issue. Also of interest in this special issue are methodological studies that evaluate accuracy, utility, and assumptions of statistical methods in software engineering contexts.
机译：在过去十年左右的时间里，越来越多的公司开始学习如何将统计概念应用于软件开发。这期间的组织成熟度增加证明了这一点（Software Engineering Institute Maturity Profile，1999），它规定了更多更好的数据收集和分析。尽管如此，关于统计分析是否适用于当今存在的许多开发环境中的有限子集，仍然存在争议。对于如何将统计方法应用于软件工程场景还没有完全了解，迄今为止，已经发布了有限的案例研究和示例，从而为这一特殊问题提供了动力。本期特刊着重介绍了运用统计方法解决软件工程问题和改善决策的示例。在此特殊问题上还引起关注的是方法学研究，这些研究在软件工程环境中评估准确性，实用性和统计方法的假设。

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