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Empirical Research in Software Engineering
- Concepts, Analysis, and Applications
Af: Ruchika Malhotra
Engelsk
Bogcover for Empirical Research in Software Engineering af Ruchika Malhotra, 9781498719728
Specifikationer
Sprog:
Engelsk
Sider:
472
ISBN-13:
9781498719728
Indbinding:
Hardback
ISBN-10:
1498719724
Kategori:
Udg. Dato:
5 okt 2015
Størrelse i cm:
18,2 x 26,1 x 3,4
Forlag:
Oplagsdato:
5 okt 2015
Forfatter(e):
Genre:

Empirical Research in Software Engineering

- Concepts, Analysis, and Applications
Af: Ruchika Malhotra
Engelsk
Format:
Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
472
ISBN-13:
9781498719728
Indbinding:
Hardback
ISBN-10:
1498719724
Kategori:
Udg. Dato:
5 okt 2015
Størrelse i cm:
18,2 x 26,1 x 3,4
Forlag:
Oplagsdato:
5 okt 2015
Forfatter(e):
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