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    Read more about Evidence-based Software Engineering

    Evidence-based Software Engineering

    (1 review)

    Derek M. Jones

    Copyright Year:

    ISBN 13: 9781838291303

    Publisher: Knowledge Software

    Language: English

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    CC BY-SA

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    Reviewed by Christoph Csallner, Professor, University of Texas at Arlington on 5/22/24

    The book covers the data that is publicly available on building and maintaining software systems. The book is comprehensive in the sense that it systematically covers that available data. The book is not comprehensive in the sense that for some... read more

    Table of Contents

    • 1 Introduction
    • 2 Human cognition 
    • 3 Cognitive capitalism
    • 4 Ecosystems
    • 5 Projects
    • 6 Reliability
    • 7 Source code
    • 8 Stories told by data
    • 9 Probability
    • 10 Statistics
    • 11 Regression modeling
    • 12 Miscellaneous techniques
    • 13 Experiments
    • 14 Data preparation
    • 15 Overview of R

    Ancillary Material

    • Knowledge Software
    • About the Book

      This book discusses what is currently known about software engineering, based on an analysis of all the publicly available data. This aim is not as ambitious as it sounds, because there is not a great deal of data publicly available.

      The intent is to provide material that is useful to professional developers working in industry; until recently researchers in software engineering have been more interested in vanity work, promoted by ego and bluster.

      The material is organized in two parts, the first covering software engineering and the second the statistics likely to be needed for the analysis of software engineering data.

      About the Contributors

      Author

      Derek M. Jones

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