计算机科学 ›› 2012, Vol. 39 ›› Issue (10): 115-118.

• 软件工程 • 上一篇    下一篇

元分析技术及其在软件工程中的应用

卢红敏,许 蕾,徐宝文   

  1. (东南大学计算机科学与工程学院 南京210018);(南京大学计算机科学与技术系 南京210046)
  • 出版日期:2018-11-16 发布日期:2018-11-16

Meta-analysis Technique and its Application in Software Engineering

  • Online:2018-11-16 Published:2018-11-16

摘要: 从单个实验研究中很难得到可靠的实验结论,因此需要统计的方法将多个实验研究中的结果进行合并。首先,介绍将多个实验结果进行合并的统计元分析技术。然后,阐述元分析在软件工程研究中的重要意义以及当前的应用现状。最后,分析并总结其中存在的问题。

关键词: 元分析,随机效应模型,固定效应模型,实证软件工程

Abstract: It is difficult to draw reliable results from a single experimental study. Therefore, there is a need to use a method to combine the results from multiple experimental studies. This paper introduced a meta-analysis technique for this purpose, described its application in empirical software engineering, and pointed out the problems that need to be addressed in the future.

Key words: Meta analysis,Random-effect model,Fixed-effect model,Empirical software engineering

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