Introduction to causal analysis: exploring survey data by crosstabulation
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London [u.a.]
Allen & Unwin
1984
|
| Schriftenreihe: | Contemporary social research series
9 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIII, 211 S. Ill., graph. Darst. |
| ISBN: | 0043120199 0043120202 |
Internformat
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Datensatz im Suchindex
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| adam_text | Contents
List of Tables page xi
List of Figures xiii
Foreword by James A. Davis xv
Editor s Preface xix
Author s Preface xxi
1 Introduction l
1.1 Quantitative Analysis, or What Difference Does a
Difference Make? 1
1.2 Crosstabulations and Differences in Proportions 3
1.3 Causal Analysis by Means of Contingency Tables 9
1.4 A Note on Terminology 16
Summary 17
Glossary 18
Exercises 19
2 The Meaning and Measurement of Causal
Effect 25
2.1 Theoretical Definitions of Causal Effect 25
2.2 Measuring Causal Effect: the Control Problem 27
Summary 33
Glossary 34
Exercises 35
3 Developing Causal Models 37
3.1 The Choice of Variables 37
3.2 Relations between Variables 39
3.3 Types of Models 42
3.4 Models as Tools for Text Interpretation 47
Summary 51
Glossary 52
Exercises 52
4 Deductions from Causal Models 55
4.1 The Sign of Spurious or Indirect Effects 55
4.2 The Sign of Gross Associations 58
4.3 The Size of Spurious or Indirect Effects and Gross
Associations 59
4.4 Exploiting the Potentials of Deductive Reasoning: an
Illustration 60
4.5 A Digression on Axiomatic Theory 64
Summary 67
viii INTRODUCTION TO CAUSAL ANALYSIS
Glossary 5^
Exercises 5^
5 Designs for Causal Analyses 70
5.1 The Effect Change Design 70
5.2 The Effect Transmittance Design 81
5.3 The Choice of Design 85
Summary 87
Glossary 87
Exercises 88
6 Special Problems of Design 89
6.1 Bloc Recursive Models 89
6.2 Polytomous Variables 90
6.3 The Asymmetry of the Difference in Proportions 97
Summary 104
Glossary 104
Exercises 105
7 Interpreting the Results 107
7.1 Methodological and Substantive Interpretations 107
7.2 Sampling Errors 108
7.3 Measurement Errors 110
7.4 Categorisation Effects 114
7.5 Alternative Substantive Interpretations 115
Summary 119
Glossary 119
Exercises 120
8 The Analysis of Interaction-Ridden Data 122
8.1 Decomposing Proportions: Prediction Analysis 123
8.2 A Survey of Schemes for Causal Analysis 134
8.3 When, Why and How to Weight 141
8.4 Objections to Averaging Significantly Dissimilar Partial
Effects 146
8.5 Implications of Interaction for Causal Analyses 148
Summary 152
Glossary 152
Exercises 153
9 Regression Analysis 155
9.1 Binary Regression Analysis 156
9.2 Prediction Analysis by Means of Binary Regression 159
9.3 Causal Analysis by Means of Binary Regression 163
9.4 Unsaturated Regression Coefficients and Weighted
Differences in Proportions 168
Summary 170
Glossary 170
Exercises ui
CONTENTS ix
10 Loglinear Analysis 172
10.1 The Effect Measures of Loglinear Analysis 173
10.2 Partial Effects, Overall Effect and Interaction 177
10.3 Unsaturated Models and Model-Testing 182
10.4 The Choice of Approach to the Analysis of
Contingency Tables 187
Summary 189
Glossary 189
Exercises 190
Answers to Selected Exercises 191
Appendix: The Computer Program NONCAN 203
Further Reading 205
References and Author Index 206
Subject Index 209
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| illustrated | Illustrated |
| indexdate | 2024-07-09T16:04:06Z |
| institution | BVB |
| isbn | 0043120199 0043120202 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-002357734 |
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| physical | XXIII, 211 S. Ill., graph. Darst. |
| publishDate | 1984 |
| publishDateSearch | 1984 |
| publishDateSort | 1984 |
| publisher | Allen & Unwin |
| record_format | marc |
| series | Contemporary social research series |
| series2 | Contemporary social research series |
| spelling | Hellevik, Ottar 1943- Verfasser (DE-588)1070799793 aut Introduction to causal analysis exploring survey data by crosstabulation Ottar Hellevik London [u.a.] Allen & Unwin 1984 XXIII, 211 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Contemporary social research series 9 Causaliteit gtt Enquêtes sociales Sciences sociales - Recherche Sociale wetenschappen gtt Statistische methoden gtt Sozialwissenschaften Social sciences Research Social surveys Kontingenztafel (DE-588)4165159-5 gnd rswk-swf Kausalanalyse (DE-588)4163511-5 gnd rswk-swf Kausalanalyse (DE-588)4163511-5 s Kontingenztafel (DE-588)4165159-5 s DE-604 Contemporary social research series 9 (DE-604)BV000001187 9 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=002357734&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Hellevik, Ottar 1943- Introduction to causal analysis exploring survey data by crosstabulation Contemporary social research series Causaliteit gtt Enquêtes sociales Sciences sociales - Recherche Sociale wetenschappen gtt Statistische methoden gtt Sozialwissenschaften Social sciences Research Social surveys Kontingenztafel (DE-588)4165159-5 gnd Kausalanalyse (DE-588)4163511-5 gnd |
| subject_GND | (DE-588)4165159-5 (DE-588)4163511-5 |
| title | Introduction to causal analysis exploring survey data by crosstabulation |
| title_auth | Introduction to causal analysis exploring survey data by crosstabulation |
| title_exact_search | Introduction to causal analysis exploring survey data by crosstabulation |
| title_full | Introduction to causal analysis exploring survey data by crosstabulation Ottar Hellevik |
| title_fullStr | Introduction to causal analysis exploring survey data by crosstabulation Ottar Hellevik |
| title_full_unstemmed | Introduction to causal analysis exploring survey data by crosstabulation Ottar Hellevik |
| title_short | Introduction to causal analysis |
| title_sort | introduction to causal analysis exploring survey data by crosstabulation |
| title_sub | exploring survey data by crosstabulation |
| topic | Causaliteit gtt Enquêtes sociales Sciences sociales - Recherche Sociale wetenschappen gtt Statistische methoden gtt Sozialwissenschaften Social sciences Research Social surveys Kontingenztafel (DE-588)4165159-5 gnd Kausalanalyse (DE-588)4163511-5 gnd |
| topic_facet | Causaliteit Enquêtes sociales Sciences sociales - Recherche Sociale wetenschappen Statistische methoden Sozialwissenschaften Social sciences Research Social surveys Kontingenztafel Kausalanalyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002357734&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000001187 |
| work_keys_str_mv | AT hellevikottar introductiontocausalanalysisexploringsurveydatabycrosstabulation |