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£94.63

CRC Press Empirical Research in Software Engineering: Concepts, Analysis, and Applications

Name: Empirical Research in Software Engineering: Concepts, Analysis, and Applications
Brand: CRC Press
Price: 94.63 GBP
Availability: InStock

140 black & white illustrations, 185 bla

Software Architecture

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Description

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.

Product Specifications

Brand: CRC Press
Model: 140 black & white illustrations, 185 bla
Format: Hardcover
ASIN: 1498719724
Category: Books > Subjects > Computing & Internet > Programming > Software Design, Testing & Engineering > Software Architecture
Domain: Amazon UK
Release Date: 30 October 2015
Listed Since: 28 May 2015

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CRC Press Empirical Research in Software Engineering: Concepts, Analysis, and Applications

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