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How many subjects?: statistical power analysis in research

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Bibliographic Details
Main Authors:	Kraemer, Helena Chmura (Author), Blasey, Christine (Author)
Format:	Book
Language:	English
Published:	Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Boston Sage [2016]
Edition:	Second edition
Subjects:	Recherche - Méthodes statistiques Statistische toetsen Steekproeven Research Design Research > Statistical methods Statistical power analysis Forschung Methode Statistik Einführung
Online Access:	Inhaltsverzeichnis
Physical Description:	xiii, 140 Seiten Diagramme
ISBN:	9781483319544

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MARC


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Record in the Search Index

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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
any_adam_object	1
author	Kraemer, Helena Chmura Blasey, Christine
author_GND	(DE-588)1074667506 (DE-588)1076627765
author_facet	Kraemer, Helena Chmura Blasey, Christine
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author_sort	Kraemer, Helena Chmura
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ctrlnum	(OCoLC)926041057 (DE-599)BVBBV042777092
dewey-full	001.4/22
dewey-hundreds	000 - Computer science, information, general works
dewey-ones	001 - Knowledge
dewey-raw	001.4/22
dewey-search	001.4/22
dewey-sort	11.4 222
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discipline	Allgemeines Soziologie Psychologie Mathematik Wirtschaftswissenschaften
edition	Second edition
format	Book
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isbn	9781483319544
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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
work_keys_str_mv	AT kraemerhelenachmura howmanysubjectsstatisticalpoweranalysisinresearch AT blaseychristine howmanysubjectsstatisticalpoweranalysisinresearch

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