Data analysis for psychology:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London [u.a.]
Arnold
1998
|
| Ausgabe: | 1. publ. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 176 S. Ill., graph. Darst. |
| ISBN: | 0340691336 0340691360 |
Internformat
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Datensatz im Suchindex
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| adam_text | Titel: Data analysis for psychology
Autor: Dunbar, George
Jahr: 1998
Preface xi
1. Introduction: data analysis 1
1.1 Simple hypothesis testing 3
1.2 Data analysis and research 5
1.3 Data, models and error 6
1.4 Data analysis template 11
1.5 Summary 12
2. Exploratory data analysis 13
2.1 Revealing patterns 13
2.2 Interpreting patterns 16
2.3 Multiplicity 18
2.4 Precision 19
2.5 Smoothing 21
2.6 Working graphs versus publication graphs 24
2.7 Two simple descriptive methods 24
2.7 Summary 26
3. Data screening 27
3.1 Skew 27
3.2 Unequal variance 30
3.3 Random error 31
3.4 Outliers 32
3.5 Missing values 34
3.6 Transforming data 35
3.7 Data screening for ANOVA 36
3.8 Data screening in a report 40
3.9 Summary 41
4. Analysis of variance 42
4.1 Assumptions of ANOVA 45
4.2 Two-way ANOVA 47
4.3 Interaction 49
4.4 Summary 57
5. Multiple regression 58
5.1 Linear regression 59
5.2 Multiple regression 63
5.3 What the regression coefficients mean 66
5.4 Sample size and cross-validation 67
5.5 Stepwise regression 68
5.6 Regression and correlation 69
5.7 Multiple regression and ANOVA 70
5.8 Assumptions of multiple regression 70
5.9 Summary 71
6. More exploratory data analysis 72
6.1 Exploring residuals 72
6.2 Analysis of covariance 74
6.3 Assumptions of analysis of covariance 81
6.4 Exploratory multivariate data analysis 81
6.5 Principal components analysis 85
6.6 Summary 88
7. Analysis of variance in complex designs 89
7.1 Higher order factorial designs 89
7.2 Repeated measures 91
7.3 Mixed designs 100
7.4 Fixed and random variables 101
7.5 Latin squares 103
7.6 Summary 104
8. Comparisons and contrasts 105
8.1 The global nature of ANOVA tests 105
8.2 Graphs 106
8.3 Planned comparisons 107
8.4 f-tests for planned comparisons 109
8.5 Post hoc comparisons 110
8.6 Choosing a procedure 116
8.7 Polynomial contrasts 117
8.8 Contrasts within an interaction 118
8.9 Contrasts with repeated measures 120
8.10 Summary 121
9. Model comparison 123
9.1 Hierarchical multiple regression 124
9.2 Predictor variables that overlap 126
9.3 ANOVA as model comparison 127
9.4 Summary 128
10. Log-linear analysis 129
10.1 Pearson chi-square 129
10.2 More than two variables 131
10.3 Hierarchical analysis of models 132
10.4 Summary 135
11. Reliability 136
11.1 Test scores 136
11.2 Reliability 139
11.3 Validity 144
11.4 Summary 147
12. Research planning 148
12.1 The topic 148
12.2 Integration with previous literature 150
12.3 The practical hypothesis 150
12.4 Direct and indirect, subjective and objective measurement 151
12.5 Design 155
12.6 Sample size 159
12.7 Ethics 165
12.8 Summary 169
References 170
Index 173
|
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:25:58Z |
| institution | BVB |
| isbn | 0340691336 0340691360 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008371777 |
| oclc_num | 36847693 |
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| physical | XII, 176 S. Ill., graph. Darst. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Arnold |
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| spelling | Dunbar, George Verfasser aut Data analysis for psychology George Dunbar 1. publ. London [u.a.] Arnold 1998 XII, 176 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Data-analyse gtt Psychologie gtt Psychology - Statistical methods Psychology Research Methodology Psychometrics Psychologie (DE-588)4047704-6 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Datenanalyse (DE-588)4123037-1 s Psychologie (DE-588)4047704-6 s DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008371777&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| subject_GND | (DE-588)4047704-6 (DE-588)4123037-1 |
| title | Data analysis for psychology |
| title_auth | Data analysis for psychology |
| title_exact_search | Data analysis for psychology |
| title_full | Data analysis for psychology George Dunbar |
| title_fullStr | Data analysis for psychology George Dunbar |
| title_full_unstemmed | Data analysis for psychology George Dunbar |
| title_short | Data analysis for psychology |
| title_sort | data analysis for psychology |
| topic | Data-analyse gtt Psychologie gtt Psychology - Statistical methods Psychology Research Methodology Psychometrics Psychologie (DE-588)4047704-6 gnd Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | Data-analyse Psychologie Psychology - Statistical methods Psychology Research Methodology Psychometrics Datenanalyse |
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