How many subjects?: statistical power analysis in research
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Boston
Sage
[2016]
|
| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xiii, 140 Seiten Diagramme |
| ISBN: | 9781483319544 |
Internformat
MARC
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| 245 | 1 | 0 | |a How many subjects? |b statistical power analysis in research |c Helena Chmura Kraemer ; Christine Blasey |
| 250 | |a Second edition | ||
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| 650 | 7 | |a Steekproeven |2 gtt | |
| 650 | 4 | |a Research Design | |
| 650 | 4 | |a Research |x Statistical methods | |
| 650 | 4 | |a Statistical power analysis | |
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Datensatz im Suchindex
| _version_ | 1804175004283174912 |
|---|---|
| adam_text | Table of Contents
List of Greek Symbols vii
Preface to the Second Edition viii
Acknowledgments xi
About the Authors xii
1. The “Rules of the Game” 1
1.1 Exploratory Studies 1
1.2 Hypothesis Formulation 5
1.3 The Null Hypothesis 6
1.4 Design 6
1.5 The Statistical Test 7
1.6 Effect Sizes: Critical, True, and Estimated 9
1.7 Power 12
References 20
2. General Concepts 22
2.1 Introduction to the Power Table 25
2.2 Statistical Considerations 28
References 29
3. The Pivotal Case: Intraclass Correlation 30
3.1 An Intraclass Correlation Test 30
3.2 The ANOVA Approach to Intraclass Correlation Test 32
3.3 Normal Approximation to the Intraclass Theory 32
3.4 Noncentral t 33
3.5 Variance Ratios 33
3.6 Discussion 34
References 34
4. Equality of Means: z- and t-tests, Balanced ANOVA 35
4.1 Single-Sample Test, Variance Known: z-test 35
4.2 Single-Sample t-test 40
4.3 Two-Sample t-test 41
4.4 An Exercise in Planning 43
4.5 Controversial Issues 54
4.6 Balanced Analysis of Variance (ANOVA) 59
4.7 Discussion 60
References 61
5. Correlation Coefficients 62
5.1 Intraclass Correlation Coefficient 62
5.2 Product-Moment Correlation Coefficient 65
5.3 Rank Correlation Coefficients 67
5.4 You Study What You Measure! 69
References 72
6. Linear Regression Analysis 73
6.1 Simple Linear Regression 74
6.2 Experimental Design: Choosing the X-values 76
6.3 A Simple Linear Moderation Example 78
6.4 Problems: Collinearity and Interactions 81
6.5 Multiple Linear Regression 83
References 85
7. Homogeneity of Variance Tests 86
7.1 Two Independent Samples 86
7.2 Matched Samples 88
References 90
8. Binomial Tests 91
8.1 Single-Sample Binomial Tests 91
8.2 Two-Sample Binomial Tests 94
References 97
9. Contingency Table Analysis 98
9.1 The I by J x2֊test 99
9.2 An Example of a 3 by 2 Contingency Table Analysis 101
References 103
10. Wrap-Up 104
Step 1: Exploration, Hypothesis Generation 105
Step 2: Design of a Hypothesis-Testing Study 107
Step 3: A Pilot Study? 108
Step 4: Doing the Proposed Hypothesis-Testing Study With Fidelity 109
Step 5: Independent Confirmation/Replication (Meta-Analysis) 110
References 111
Summary Table m
Master Table 116
References
Index 132
|
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| author | Kraemer, Helena Chmura Blasey, Christine |
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| discipline | Allgemeines Soziologie Psychologie Mathematik Wirtschaftswissenschaften |
| edition | Second edition |
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| indexdate | 2024-07-10T07:09:23Z |
| institution | BVB |
| isbn | 9781483319544 |
| language | English |
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| spelling | Kraemer, Helena Chmura (DE-588)1074667506 aut How many subjects? statistical power analysis in research Helena Chmura Kraemer ; Christine Blasey Second edition Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Boston Sage [2016] © 2016 xiii, 140 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Recherche - Méthodes statistiques Statistische toetsen gtt Steekproeven gtt Research Design Research Statistical methods Statistical power analysis Forschung (DE-588)4017894-8 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)4151278-9 Einführung gnd-content Forschung (DE-588)4017894-8 s Statistik (DE-588)4056995-0 s Methode (DE-588)4038971-6 s 1\p DE-604 Blasey, Christine (DE-588)1076627765 aut Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028207227&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kraemer, Helena Chmura Blasey, Christine How many subjects? statistical power analysis in research Recherche - Méthodes statistiques Statistische toetsen gtt Steekproeven gtt Research Design Research Statistical methods Statistical power analysis Forschung (DE-588)4017894-8 gnd Methode (DE-588)4038971-6 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4017894-8 (DE-588)4038971-6 (DE-588)4056995-0 (DE-588)4151278-9 |
| title | How many subjects? statistical power analysis in research |
| title_auth | How many subjects? statistical power analysis in research |
| title_exact_search | How many subjects? statistical power analysis in research |
| title_full | How many subjects? statistical power analysis in research Helena Chmura Kraemer ; Christine Blasey |
| title_fullStr | How many subjects? statistical power analysis in research Helena Chmura Kraemer ; Christine Blasey |
| title_full_unstemmed | How many subjects? statistical power analysis in research Helena Chmura Kraemer ; Christine Blasey |
| title_short | How many subjects? |
| title_sort | how many subjects statistical power analysis in research |
| title_sub | statistical power analysis in research |
| topic | Recherche - Méthodes statistiques Statistische toetsen gtt Steekproeven gtt Research Design Research Statistical methods Statistical power analysis Forschung (DE-588)4017894-8 gnd Methode (DE-588)4038971-6 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Recherche - Méthodes statistiques Statistische toetsen Steekproeven Research Design Research Statistical methods Statistical power analysis Forschung Methode Statistik Einführung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028207227&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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