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Experimental design and analysis in software engineering
Annals of Software Engineering, 1995The paper presents key activities necessary for designing and analyzing an experiment in software engineering. After explaining how to choose an appropriate research technique to fit project goals, the paper shows how to state a hypothesis and determine how much control is needed over the variables involved.
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Keynote on “Experimental software engineering”
Lecture Notes in Computer Science, 2000This presentation offers a view of software development based upon building knowledge through model building, experimentation, and learning. It treats the study of software engineering as a laboratory science. To this end, various abstraction techniques, experimental designs, and learning methods must evolve to support this paradigm.
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Measurement and experimentation in software engineering
Proceedings of the IEEE, 1980The contributions of measurement and experimentation to the state of the art in software engineering are reviewed. The role of measurement in developing theoretical models is discussed, and concerns for reliability and validity are stressed. Current approaches to measuring software characteristics are presented as examples.
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Method mining in experimental software engineering
The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014), 2014In experimental software engineering, particularly in the domain of predicting or identifying some properties (quality, cost, maturity, etc.), many methods have been proposed. The effectiveness of these methods depends on the software domain, the development process and style, etc., so there is no unique adequate method. The necessity of searching some
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