Methods of randomization in experimental design:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles [u.a.]
SAGE
2012
|
| Schriftenreihe: | Quantitative applications in the social sciences
171 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIV, 183 S. graph. Darst. |
| ISBN: | 9781452202921 |
Internformat
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Datensatz im Suchindex
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| adam_text | Titel: Methods of randomization in experimental design
Autor: Alferes, Valentim R
Jahr: 2012
DETAILED CONTENTS
List of Figures and Tables xi
About the Author xvii
Series Editor s Introduction xix
Preface xxi
Acknowledgments xxiv
1. Randomized Experiments 1
1.1 Nature and Structure of Randomized Experiments 1
1.2 Experimental Design and Validity of Scientific Inferences 5
1.3 Randomized Experiments and Methods of Randomization 9
1.4 Terminological and Notational Issues 14
2. Between-Subjects Designs Randomization 17
2.1 Randomization and Local Control 17
2.2 Completely Randomized Designs 23
2.2.1 Basic Design l i
2.2.2 Factorial Designs 27
2.3 Restrictedly Randomized Designs: Blocking 28
2.3.1 Randomized Block Design 30
2.3.2 Generalized Randomized Block Design 32
2.3.3 Incomplete Randomized Block Designs 35
2.3.4 Latin Square Design 37
2.3.5 Factorial Designs 42
2.4 Restrictedly Randomized Designs: Stratifying 51
2.5 Sequential Assignment and Adaptive
Randomization Methods 54
2.5.1 Sequential Simple Random Assignment 56
2.5.2 Sequential Blocked Random Assignment 58
2.5.3 Sequential Stratified Random Assignment 59
2.5.4 Minimization and Related Techniques 61
3. Within-Subjects Designs Randomization 65
3.1 Basic Assumptions and Specific Threats to Validity 65
3.2 Treatment Design and Methods of Randomization 69
3.3 Random Counterbalancing 78
3.4 Positional Counterbalancing 78
3.5 Nonrestricted Sequential Counterbalancing 81
3.5.1 Complete Sequences (p = t) 82
3.5.2 Incomplete Sequences (p t) 89
3.5.3 Extended Sequences (p t) 93
3.6 Restricted Sequential Counterbalancing 94
3.6.1 The Same Sequences per Group 95
3.6.2 Different Sequences per Group 98
3.7 Factorial Designs 99
3.7.1 Only Within-Subjects Treatments 101
3.7.2 At Least One Between-Subjects Treatment 104
4. Validity Issues, Analysis Guidelines, and
Reporting Standards 107
4.1 Planning and Monitoring Randomized Experiments 108
4.1.1 External and Construct Validity Issues 111
4.1.2 Statistical Conclusion and Internal
Validity Issues 117
4.2 Analyzing Randomized Experiments 124
4.2.1 Random Processes, Probabilities,
and Assignment Mechanisms 124
4.2.2 Statistical Analysis of Intact Experiments 127
4.2.3 Statistical Analysis of Broken Experiments 133
4.2.4 Randomization and Statistical Control 134
4.3 Reporting Randomized Experiments 135
Appendix 1—Random Numbers 139
Appendix 2—Permutations, Arrangements, and Combinations 147
Appendix 3—Latin Squares 151
References 159
Index 169
|
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| isbn | 9781452202921 |
| language | English |
| lccn | 2012037044 |
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| physical | XXIV, 183 S. graph. Darst. |
| publishDate | 2012 |
| publishDateSearch | 2012 |
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| series | Quantitative applications in the social sciences |
| series2 | Quantitative applications in the social sciences |
| spelling | Alferes, Valentim R. Verfasser (DE-588)1029474346 aut Methods of randomization in experimental design Valentim R. Alferes Los Angeles [u.a.] SAGE 2012 XXIV, 183 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 171 Randomisierung (DE-588)4280827-3 gnd rswk-swf Empirische Sozialforschung (DE-588)4014606-6 gnd rswk-swf Empirische Sozialforschung (DE-588)4014606-6 s Randomisierung (DE-588)4280827-3 s DE-604 Quantitative applications in the social sciences 171 (DE-604)BV000005102 171 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025901847&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Alferes, Valentim R. Methods of randomization in experimental design Quantitative applications in the social sciences Randomisierung (DE-588)4280827-3 gnd Empirische Sozialforschung (DE-588)4014606-6 gnd |
| subject_GND | (DE-588)4280827-3 (DE-588)4014606-6 |
| title | Methods of randomization in experimental design |
| title_auth | Methods of randomization in experimental design |
| title_exact_search | Methods of randomization in experimental design |
| title_full | Methods of randomization in experimental design Valentim R. Alferes |
| title_fullStr | Methods of randomization in experimental design Valentim R. Alferes |
| title_full_unstemmed | Methods of randomization in experimental design Valentim R. Alferes |
| title_short | Methods of randomization in experimental design |
| title_sort | methods of randomization in experimental design |
| topic | Randomisierung (DE-588)4280827-3 gnd Empirische Sozialforschung (DE-588)4014606-6 gnd |
| topic_facet | Randomisierung Empirische Sozialforschung |
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