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Empirical Research in Software Engineering - Concepts, Analysis, and Applications (Hardcover)
Loot Price: R3,318
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Empirical Research in Software Engineering - Concepts, Analysis, and Applications (Hardcover)
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Empirical research has now become an essential component of
software engineering yet software practitioners and researchers
often lack an understanding of how the empirical procedures and
practices are applied in the field. Empirical Research in Software
Engineering: Concepts, Analysis, and Applications shows how to
implement empirical research processes, procedures, and practices
in software engineering. Written by a leading researcher in
empirical software engineering, the book describes the necessary
steps to perform replicated and empirical research. It explains how
to plan and design experiments, conduct systematic reviews and case
studies, and analyze the results produced by the empirical studies.
The book balances empirical research concepts with exercises,
examples, and real-life case studies, making it suitable for a
course on empirical software engineering. The author discusses the
process of developing predictive models, such as defect prediction
and change prediction, on data collected from source code
repositories. She also covers the application of machine learning
techniques in empirical software engineering, includes guidelines
for publishing and reporting results, and presents popular software
tools for carrying out empirical studies.
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