Experimentation in Software Engineering An Introduction 1st Edition by Claes Wohlin, Per Runeson, Martin Höst, Magnus Ohlsson, Björn Regnell, Anders Wesslén ISBN 9781461546252 1461546257
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Authors:Claes Wohlin; Per Runeson; Martin Höst; Magnus C. Ohlsson; Björn Regnell; Anders Wesslén , Series:IT & Computer [206] , Tags:Computers; Software Development & Engineering; General; Computer Science; Information Technology , Author sort:Wohlin, Claes & Runeson, Per & Höst, Martin & Ohlsson, Magnus C. & Regnell, Björn & Wesslén, Anders , Ids:Google; 9781461546252 , Languages:Languages:eng , Published:Published:Dec 2012 , Publisher:Springer Science & Business Media , Comments:Comments:It is my belief that software engineers not only need to know software engineering methods and processes, but that they also should know how to assess them. Conse quently, I have taught principles of experimentation and empirical studies as part of the software engineering curriculum. Until now, this meant selecting a text from another discipline, usually psychology, and augmenting it with journal or confer ence papers that provide students with software engineering examples of experi ments and empirical studies. This book fills an important gap in the software engineering literature: it pro vides a concise, comprehensive look at an important aspect of software engineer ing: experimental analysis of how well software engineering methods, methodologies, and processes work. Since all of these change so rapidly in our field, it is important to know how to evaluate new ones. This book teaches how to go about doing this and thus is valuable not only for the software engineering stu dent, but also for the practicing software engineering professional who will be able to • Evaluate software engineering techniques. • Determine the value (or lack thereof) of claims made about a software engineer ing method or process in published studies. Finally, this book serves as a valuable resource for the software engineering researcher.
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ISBN 10: 1461546257
ISBN 13: 9781461546252
Author: Claes Wohlin, Per Runeson, Martin Höst, Magnus Ohlsson, Björn Regnell, Anders Wesslén
Experimentation in Software Engineering An Introduction 1st Edition Table of contents:
1 Introduction
1.1 Software engineering context
1.2 Science and software engineering
2 Empirical Strategies
2.1 Overview of empirical strategies
2.2 Surveys
2.3 Case studies
2.4 Experiments
2.5 Empirical strategies comparison
2.6 Empiricism in a software engineering context
3 Measurement
3.1 Basic concepts
3.2 Measurements in software engineering
4 Experiment Process
4.1 Variables, treatments, objects and subjects
4.2 Process
5 Definition
5.1 Define experiment
5.2 Example
5.3 Summary
6 Planning
6.1 Context selection
6.2 Hypothesis formulation
6.3 Variables selection
6.4 Selection of subjects
6.5 Experiment design
6.6 Instrumentation
6.7 Validity evaluation
6.8 Detailed description of validity threats
6.9 Priority among types of validity threats
7 Operation
7.1 Preparation
7.2 Execution
7.3 Data validation
8 Analysis and Interpretation
8.1 Descriptive statistics
8.2 Data set reduction
8.3 Hypothesis testing
9 Presentation and Package
9.1 An experiment report outline
10 Literature Survey
10.1 Inspection experiments
10.2 Other experiments in Software Engineering
10.3 Resources
11 Example: Experiment Process
11.1 Definition
11.2 Planning
11.3 Operation
11.4 Analysis and interpretation
11.5 Summary and conclusions
12 Example: C Versus C++
12.1 Introduction and problem statement
12.2 Experiment planning
12.3 Analysis and interpretation
12.4 Conclusions and further work
13 Exercises
13.1 Understanding
13.2 Training
13.4 Assignments
APPENDIX A: STATISTICAL TABLES
APPENDIX B: EXPERIMENT PROCESS OVERVIEW
REFERENCES
ABOUT THE AUTHORS
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