Experimentation in Software Engineering:
Gespeichert in:
| Hauptverfasser: | , , , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Springer Berlin
2024
|
| Ausgabe: | 2nd edition 2024 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Auszug Inhaltsverzeichnis |
| Beschreibung: | XXV, 224 Seiten. - Illustrationen, Diagramme 23.5 cm x 15.5 cm |
| ISBN: | 9783662693056 3662693054 |
Internformat
MARC
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| 245 | 1 | 0 | |a Experimentation in Software Engineering |c Claes Wohlin, Per Runeson, Martin Höst, Magnus C. Ohlsson, Björn Regnell, Anders Wesslén |
| 250 | |a 2nd edition 2024 | ||
| 263 | |a 202410 | ||
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| 653 | |a case study design | ||
| 653 | |a empirical software engineering | ||
| 653 | |a experiment analysis | ||
| 653 | |a experiment design | ||
| 653 | |a experiment process | ||
| 653 | |a experimentation | ||
| 653 | |a measurement | ||
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Datensatz im Suchindex
| _version_ | 1823033779262849024 |
|---|---|
| adam_text |
Contents Part I 1 Introduction. 1.1 1.2 1.3 2 Software Engineering Context. Science and Software Engineering. Exercises. Empirical Research. 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3 Context Selecting a Research Design. Strategy Phase. Tactical Phase. Operational Phase. Example Decision-Making Structure. Research Approach Comparison. Empirical Evaluation of Process Changes. Concluding Remarks. Exercises. Essential Areas in Empirical Research. 3.1 3.2 3.3 3.4 3.5
Ethics. Replications. Theory in Software Engineering. Measurement. 3.4.1 Basic Concepts. 3.4.2 Scale Types. 3.4.3 Objective and Subjective Measures. 3.4.4 Direct or Indirect Measures. 3.4.5 Measurements in Software Engineering. 3.4.6 Measurements in Practice. Empiricism to Improve. 3.5.1 Quality Improvement Paradigm. 3.5.2 Experience Factory. 3 4 5 8 9 9 11 13 15 19 20 23 25 26 27 27 31 33 35 36 37 38 39 39 40 41 42 43 xxi
Contents xxii 3.5.3 Goal/Question/Metric Method. Empirically Based Technology Transfer. Exercises. 45 46 49 Systematic Literature Studies. 51 51 52 53 59 59 61 61 63 3.6 3.7 4 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.8 5 Surveys. 5.1 5.2 5.3 5.4 5.5 5.6 6 Survey Characteristics. Survey Purposes. Survey Research Objective. Survey Design. Concluding Remarks. Exercises. Experiments. 6.1 6.2 6.3 6.4 6.5 7 Definition of Systematic Literature Review. Planning the Review. Conducting the Review. Reporting the
Review. Mapping Studies. Updating Systematic Literature Studies. Evolution of Systematic Literature Studies. Exercises. Experiment Principles. Variables, Treatments, Objects, and Subjects. Process. Overview. Exercises. Case Studies. 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 Why Case Studies in Software Engineering?. Case Study Arrangements. Confounding Factors and Other Aspects. Case Study Research Process . Design and Planning. 7.5.1 Case Study Planning. 7.5.2 Case Study
Protocol. Preparation and Data Collection. 7.6.1 Interviews. 7.6.2 Observations. 7.6.3 Archival Analysis. 7.6.4 Metrics . Data and Validity Analysis. 7.7.1 Quantitative Data Analysis. 7.7.2 Qualitative Data Analysis. 7.7.3 Validity. Reporting. 65 66 67 67 69 71 71 73 75 76 79 83 83 85 87 89 90 91 91 91 93 94 95 97 98 98 99 99 99 101 102
xxiii Contents 7.9 Part II 8 Steps in the Experiment Process Scoping . 8.1 8.2 8.3 9 7.8.1 Characteristics . 103 7.8.2 Structure. 104 Exercises. 105 Scope Experiment. Example Experiment. Exercises. Planning. 9.1 9.2 9.3 9.4 9.5 9.6 9.7 9.8 9.9 9.10 9.11 Context Selection. Hypothesis Formulation . Variables Selection. Selection of Subjects. Experiment Design. 9.5.1 Choice of Experiment Design. 9.5.2 General Design Principles. 9.5.3 Standard Design
Types. Instrumentation. Validity Evaluation. Detailed Description of Validity Threats. 9.8.1 Conclusion Validity. 9.8.2 Internal Validity. 9.8.3 Construct Validity. 9.8.4 External Validity. Priority Among Types of Validity Threats. Example Experiment. Exercises. 10 Operation. 10.1 10.2 10.3 10.4 10.5 Preparation. 10.1.1 Commit Participants. 10.1.2 Instrumentation Concerns. Execution. 10.2.1 Data Collection. 10.2.2 Experimental
Environment. Data Validation. Example Operation. Exercises. 11 Analysis and Interpretation. 11.1 Descriptive Statistics. 11.1.1 Measures of Central Tendency. 11.1.2 Measures of Dispersion. 11.1.3 Measures of Dependency. 109 109 Ill 113 115 115 117 118 118 119 119 120 121 128 128 131 131 133 136 138 138 140 144 147 148 148 149 150 150 151 151 151 152 153 153 154 156 157
xxiv Contents 11.1.4 Graphical Visualization. Data Set Reduction. Hypothesis Testing. 11.3.1 Basic Concept. 11.3.2 Parametric and Non-parametric Tests. 11.3.3 Overview of Tests. 11.3.4 Tools for Data Analysis. 11.3.5 t-Test. 11.3.6 Mann-Whitney. 11.3.7 F-Test. 11.3.8 Paired t-Test. 11.3.9 Wilcoxon. 11.3.10 Sign Test. 11.3.11 ANOVA (ANalysis Of VAriance). 11.3.12 Kruskal-Wallis. 11.3.13 Chi-square. 11.3.14 Model Adequacy Checking . 11.3.15 Drawing Conclusions. Example
Analysis. Exercises. 159 161 163 163 166 167 169 169 170 171 172 173 174 174 176 177 181 181 182 184 Presentation and Package. 185 185 189 11.2 11.3 11.4 11.5 12 12.1 12.2 Part III 13 Experiment Report Structure. Exercises. Example Experiments Experiment Process Illustration. 13.1 13.2 13.3 13.4 Scoping. 13.1.1 Goal Definition. 13.1.2 Summary of Scoping. Planning. 13.2.1 Context Selection. 13.2.2 Hypothesis Formulation. 13.2.3 Variables Selection. 13.2.4 Selection of Subjects. 13.2.5 Experiment Design . 13.2.6
Instrumentation. 13.2.7 Validity Evaluation . Operation. 13.3.1 Preparation. 13.3.2 Execution. 13.3.3 Data Validation. Analysis and Interpretation. 13.4.1 Descriptive Statistics. 13.4.2 Data Reduction. 193 193 193 195 195 195 195 197 197 197 198 198 200 200 200 200 201 201 204
Contents 13.5 13.6 14 XXV 13.4.3 Hypothesis Testing. Summary. Conclusion. Are the Perspectives Really Different?: Further Experimentation on Scenario-Based Reading of Requirements. 209 Introduction. Related Work. Research Questions. Experiment Planning. 14.4.1 Variables. 14.4.2 Hypotheses. 14.4.3 Design. 14.4.4 Threats to Validity. 14.5 Experiment Operation. 14.6 Data Analysis. 14.6.1 Individual Performance forDifferent Perspectives. 14.6.2 Defects Found by Different Perspectives. 14.6.3 Is the Sample Size Large Enough?. 14.6.4 Experience of
Subjects. 14.7 Interpretations of Results. 14.8 Summary and Conclusions. 14.9 Data on Individual Performance . 14.10 Data on Defects Found by Perspectives. 14.10.1 PG Document. 14.10.2 ATM Document. 14.1 14.2 14.3 14.4 A Training Exercises. A.l A.2 A.3 В 204 205 206 Training. A. 1.1 Normally Distributed Data. A. 1.2 Experience. A. 1.3 Programming. A. 1.4 Design. A. 1.5 Inspections. Reviewing. Assignments. A.3.1 Unit Test and Code Reviews . A.3.2 Inspection
Methods. A.3.3 Requirements Notation. 210 211 215 216 216 216 218 218 220 221 221 222 226 227 228 229 231 232 232 233 235 235 236 236 239 241 243 245 245 246 247 247 Statistical Tables. 249 References. 255 Index. 271 |
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| author | Wohlin, Claes Runeson, Per Höst, Martin Ohlsson, Magnus C. Regnell, Björn Wesslén, Anders |
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| discipline | Informatik |
| edition | 2nd edition 2024 |
| format | Book |
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| id | DE-604.BV050129103 |
| illustrated | Illustrated |
| indexdate | 2025-02-03T11:01:32Z |
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| spelling | Wohlin, Claes Verfasser (DE-588)135973902 aut Experimentation in Software Engineering Claes Wohlin, Per Runeson, Martin Höst, Magnus C. Ohlsson, Björn Regnell, Anders Wesslén 2nd edition 2024 202410 Berlin Springer Berlin 2024 XXV, 224 Seiten. - Illustrationen, Diagramme 23.5 cm x 15.5 cm txt rdacontent n rdamedia nc rdacarrier Experiment (DE-588)4015999-1 gnd rswk-swf Softwareentwicklung (DE-588)4116522-6 gnd rswk-swf Empirische Forschung (DE-588)4300400-3 gnd rswk-swf Software Engineering (DE-588)4116521-4 gnd rswk-swf case study design empirical software engineering experiment analysis experiment design experiment process experimentation measurement Software Engineering (DE-588)4116521-4 s Empirische Forschung (DE-588)4300400-3 s DE-604 Softwareentwicklung (DE-588)4116522-6 s Experiment (DE-588)4015999-1 s Runeson, Per Verfasser (DE-588)1045773182 aut Höst, Martin Verfasser (DE-588)1117813770 aut Ohlsson, Magnus C. Verfasser (DE-588)1117814580 aut Regnell, Björn Verfasser (DE-588)1117814890 aut Wesslén, Anders Verfasser (DE-588)1117815293 aut Springer-Verlag GmbH (DE-588)1065168780 pbl Erscheint auch als Online-Ausgabe 9783662693063 Vorangegangen ist 9783642290435 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=8762548bcfce485195ca08c1cd42f846&prov=M&dok_var=1&dok_ext=htm Inhaltstext X:MVB text/html https://link.springer.com/978-3-662-69305-6 Auszug Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035465830&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20240412 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Wohlin, Claes Runeson, Per Höst, Martin Ohlsson, Magnus C. Regnell, Björn Wesslén, Anders Experimentation in Software Engineering Experiment (DE-588)4015999-1 gnd Softwareentwicklung (DE-588)4116522-6 gnd Empirische Forschung (DE-588)4300400-3 gnd Software Engineering (DE-588)4116521-4 gnd |
| subject_GND | (DE-588)4015999-1 (DE-588)4116522-6 (DE-588)4300400-3 (DE-588)4116521-4 |
| title | Experimentation in Software Engineering |
| title_auth | Experimentation in Software Engineering |
| title_exact_search | Experimentation in Software Engineering |
| title_full | Experimentation in Software Engineering Claes Wohlin, Per Runeson, Martin Höst, Magnus C. Ohlsson, Björn Regnell, Anders Wesslén |
| title_fullStr | Experimentation in Software Engineering Claes Wohlin, Per Runeson, Martin Höst, Magnus C. Ohlsson, Björn Regnell, Anders Wesslén |
| title_full_unstemmed | Experimentation in Software Engineering Claes Wohlin, Per Runeson, Martin Höst, Magnus C. Ohlsson, Björn Regnell, Anders Wesslén |
| title_short | Experimentation in Software Engineering |
| title_sort | experimentation in software engineering |
| topic | Experiment (DE-588)4015999-1 gnd Softwareentwicklung (DE-588)4116522-6 gnd Empirische Forschung (DE-588)4300400-3 gnd Software Engineering (DE-588)4116521-4 gnd |
| topic_facet | Experiment Softwareentwicklung Empirische Forschung Software Engineering |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=8762548bcfce485195ca08c1cd42f846&prov=M&dok_var=1&dok_ext=htm https://link.springer.com/978-3-662-69305-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035465830&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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