Titlebook: Contemporary Empirical Methods in Software Engineering; Michael Felderer,Guilherme Horta Travassos Book 2020 Springer Nature Switzerland A

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Guidelines for Conducting Software Engineering Researchtrategies within the ABC framework. We illustrate each strategy with examples, identify appropriate metaphors, and present an example of how the ABC framework can be used to design a research program.

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Data Science and Empirical Software Engineeringontext of software engineering research and what are their respective strengths and weaknesses. Finally, we illustrate with the help of an industry-driven case example how both paradigms, ESE and DS, could benefit from each other if used in combination.

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Bayesian Data Analysis in Empirical Software Engineering: The Case of Missing Dataough these examples, the reader will see the advantages of using BDA. This way, we hope Bayesian statistics will become more prevalent in our field, thus partly avoiding the reproducibility crisis we have seen in other disciplines.

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