Applied power analysis for the behavioral sciences:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Routledge
2010
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIV, 257 S. graph. Darst. |
| ISBN: | 9781848728349 9781848728356 |
Internformat
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Datensatz im Suchindex
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| adam_text |
Titel: Applied power analysis for the behavioral sciences
Autor: Aberson, Christopher L.
Jahr: 2010
IX
CONTENTS
Preface
Chapter 1 What Is Power? Why Is Power Important? 1
Introduction 1
Review of Null Hypothesis Significance Testing 1
Effect Sizes and Their Interpretation 2
What Has an Impact on Power? 3
Central and Noncentral Distributions 6
Misconceptions About Power 8
Empirical Reviews of Power 9
Overview of Approaches to Determining
Effect Size for Power Analysis 10
Post Hoc Power 13
How Much Power? 15
Summary 16
Notes 16
Chapter 2 Chi Square and Tests for Proportions 17
Introduction 17
Necessary Information 17
Factors Affecting Power 18
Key Statistics 18
Tests for Single Samples and Independent
Proportions 29
Summary 35
Notes 36
vi ? Contents
Chapter 3 Independent Samples and Paired f-Tests 37
Introduction 37
Necessary Information 37
Factors Affecting Power 38
Key Statistics 39
A Note About Effect Size for Two-Group
Comparisons 41
Dealing With Unequal Variances, Unequal
Sample Sizes, and Violation of Assumptions 51
Additional Issues 62
Summary 65
Note 65
Chapter 4 Correlations and Differences Between
Correlations 67
Introduction 67
Necessary Information 67
Factors Affecting Power 67
Zero-Order Correlation 68
Comparing Two Independent Correlations 71
Comparing Two Dependent Correlations
(One Variable in Common) 75
Comparing Two Dependent Correlations
(No Variables in Common) 77
Note on Effect Sizes for Comparing Correlations 83
Additional Issues 85
Summary 85
Note 85
Chapter 5 Between-Subjects ANOVA (One Factor,
Two or More Factors) 87
Introduction 87
Necessary Information 87
Factors Affecting Power 87
Omnibus Versus Contrast Power 88
Key Statistics 88
SPSS Syntax for the One-Factor ANOVA 94
Other Contrast Options for One-Factor ANOVA 95
ANOVA With Two Factors 101
Additional Issues 108
Summary 111
Note 112
Chapter 6
Chapter 7
Chapter 8
Contents i ? vii
Within-Subjects Designs 113
Introduction 113
Necessary Information 113
Factors Affecting Power 113
Key Statistics 114
Multivariate Approach to Repeated Measures 121
Trend Analysis 124
Additional Issues 130
Summary 130
Notes 130
Mixed-Model ANOVA and Multivariate ANOVA 133
Introduction 133
Necessary Information 133
Factors Affecting Power 133
Key Statistics 134
Mixed-Model Designs 134
Multivariate ANOVA 140
Additional Issues 148
Summary 149
Multiple Regression 151
Introduction 151
Necessary Information 151
Factors Affecting Power 152
Key Statistics 153
Power for Detecting Differences Between Two
Dependent Coefficients 166
Power for Detecting Differences Between Two
Independent Coefficients 169
Power for Comparing Two Independent R2 Values 172
Additional Issues 175
Summary 178
Note 179
Chapter 9 Covariate Analyses and Regression Interactions 181
Introduction 181
Analysis of Covariance 181
Moderated Regression Analysis (Regression
With Interactions) 185
Multivariate Analysis of Covariance 197
viii ? Contents
Additional Issues 198
Summary 201
Chapter 10 Precision Analysis for Confidence Intervals 203
Introduction 203
Necessary Information 204
Confidence Intervals 204
Types of Confidence Intervals 205
Confidence Limits Around Differences
Between Means 206
Determining Levels of Precision 210
Confidence Intervals Around Effect Sizes 210
Precision for a Correlation 213
Precision for R2 Change 214
Precision for the R2 Model 216
Supporting Null Hypotheses 216
Additional Issues 221
Summary 223
Chapter 11 Additional Issues and Resources 225
Introduction 225
How to Report Power Analyses 225
Statistical Test Assumptions 226
Effect Size Conversion Formulae 227
Probability of Replication 228
General (Free) Resources for Power
and Related Topics 230
Resources for Additional Analyses 231
Comparison of Power Programs 232
SPSS Warnings and How to Deal With Them 234
Improving Power Without Increasing
Sample Size or Cost 235
References 239
Author Index 245
Subject Index 249 |
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| indexdate | 2025-01-30T17:03:08Z |
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| isbn | 9781848728349 9781848728356 |
| language | English |
| lccn | 2009034407 |
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| spelling | Aberson, Christopher L. Verfasser (DE-588)1251279031 aut Applied power analysis for the behavioral sciences Christopher L. Aberson New York [u.a.] Routledge 2010 XIV, 257 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier SPSS (Computer file) Sozialwissenschaften Social sciences Statistical methods Statistical power analysis Methode (DE-588)4038971-6 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf SPSS (DE-588)4056588-9 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 s Statistik (DE-588)4056995-0 s Methode (DE-588)4038971-6 s DE-604 SPSS (DE-588)4056588-9 s HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018967728&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Aberson, Christopher L. Applied power analysis for the behavioral sciences SPSS (Computer file) Sozialwissenschaften Social sciences Statistical methods Statistical power analysis Methode (DE-588)4038971-6 gnd Sozialwissenschaften (DE-588)4055916-6 gnd SPSS (DE-588)4056588-9 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4038971-6 (DE-588)4055916-6 (DE-588)4056588-9 (DE-588)4056995-0 |
| title | Applied power analysis for the behavioral sciences |
| title_auth | Applied power analysis for the behavioral sciences |
| title_exact_search | Applied power analysis for the behavioral sciences |
| title_full | Applied power analysis for the behavioral sciences Christopher L. Aberson |
| title_fullStr | Applied power analysis for the behavioral sciences Christopher L. Aberson |
| title_full_unstemmed | Applied power analysis for the behavioral sciences Christopher L. Aberson |
| title_short | Applied power analysis for the behavioral sciences |
| title_sort | applied power analysis for the behavioral sciences |
| topic | SPSS (Computer file) Sozialwissenschaften Social sciences Statistical methods Statistical power analysis Methode (DE-588)4038971-6 gnd Sozialwissenschaften (DE-588)4055916-6 gnd SPSS (DE-588)4056588-9 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | SPSS (Computer file) Sozialwissenschaften Social sciences Statistical methods Statistical power analysis Methode SPSS Statistik |
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