Dyadic data analysis:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Guilford Press
2006
|
| Schriftenreihe: | Methodology in the social sciences
|
| Schlagworte: | |
| Online-Zugang: | http://www.loc.gov/catdir/toc/ecip067/2006001437.html Contributor biographical information Inhaltsverzeichnis |
| Beschreibung: | Enthält Literaturangaben und Index |
| Beschreibung: | XIX, 458 S. graph. Darst. |
| ISBN: | 1572309865 9781572309869 |
Internformat
MARC
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| 100 | 1 | |a Kenny, David A. |d 1946- |e Verfasser |0 (DE-588)136314694 |4 aut | |
| 245 | 1 | 0 | |a Dyadic data analysis |c David A. Kenny ; Deborah A. Kashy ; William L. Cook |
| 264 | 1 | |a New York [u.a.] |b Guilford Press |c 2006 | |
| 300 | |a XIX, 458 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Methodology in the social sciences | |
| 500 | |a Enthält Literaturangaben und Index | ||
| 650 | 4 | |a Analyse dyadique (Sciences sociales) | |
| 650 | 4 | |a Dyadic analysis (Social sciences) | |
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| 700 | 1 | |a Kashy, Deborah A. |e Verfasser |0 (DE-588)138162492 |4 aut | |
| 700 | 1 | |a Cook, William L. |e Verfasser |0 (DE-588)138162972 |4 aut | |
| 856 | 4 | |u http://www.loc.gov/catdir/toc/ecip067/2006001437.html | |
| 856 | 4 | |u http://www.loc.gov/catdir/enhancements/fy0662/2006001437-b.html |3 Contributor biographical information | |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-015925011 | ||
Datensatz im Suchindex
| _version_ | 1804136943726886912 |
|---|---|
| adam_text | Contents
1 • Basic Definitions and Overview 1
Nonindependence / 4
Basic Definitions / 6
Distinguishability1 I 6
Between Dyads, Within Dyads, and Mixed Variables I 7
Level ojMeasurement I 9
Idiographic and Nomothetic Analyses I 10
Dyadic Designs I 11
Data Organization / 14
Standard Design I 14
Other Designs I 19
A Database of Dyadic Studies / 20
Overview of the Book / 21
Summary and Conclusions / 23
2 • The Measurement of Nonindependence 25
Interval Level of Measurement / 27
Distinguishable Members I 27
Indistinguishable Members I 32
Categorical Measures / 40
Distinguishable Members I 40
Indistinguishable Members I 42
Consequences of Ignoring Nonindependence / 43
What Not to Do / 46
Power Considerations / 48
Power oj the Test ofr/48
Power oj Kappa I 50
Summary and Conclusions / 51
xiii
xiv Contents
3 • Analyzing Between and Within Dyads 53
Independent Variables
Interval Outcome Measures and Categorical Independent
Variables / 54
One Between Dyads Independent Variable I 54
Multiple Between Dyads Independent Variables I 60
One Within Dyads Independent Variable I 61
Multiple Within Dyads Variables I 65
One Between Dyads and One Within Dyads Variable I 67
General Case I 69
Interval Outcome Measures and Interval Independent
Variables / 70
Between Dyads Independent Variable I 70
Within Dyads Independent Variable I 72
General Case I 74
Categorical Outcome Variables / 74
Within Dyads Independent Variable I 74
Between Dyads Independent Variable I 75
Summary and Conclusions / 75
4 • Using Multilevel Modeling to Study Dyads 78
Mixed Model ANOVA / 79
Multilevel Model Equations / 82
Multilevel Modeling with Maximum Likelihood / 85
Adaptation of Multilevel Models to Dyadic Data / 87
Computing the Intraclass Correlation and Variance Explained
with Multilevel Models I 93
Random Effects with Dyads I 95
Distinguishable Dyads I 95
Summary and Conclusions / 98
5 • Using Structural Equation Modeling 100
to Study Dyads
Steps in SEM / 101
Specification I 101
Identification I 102
Estimation I 103
Testing I 104
Confirmatory Factor Analysis / 106
Path Analyses with Dyadic Data / 108
Contents xv
SEM for Dyads with Indistinguishable Members /111
Model Fit and Model Comparisons I 113
Example I 114
Double Entry Method I 116
Summary and Conclusions / 116
6* Tests of Correlational Structure 119
and Differential Variance
Distinguishable Dyads / 121
Equality of Variances I 121
Equality of Correlations I 122
Latent Variable Correlations I 127
Omnibus Test of Distinguishability I 129
Categorical Variables I 131
Indistinguishable Dyads / 135
Correlations I 136
Latent Variable Correlations I 139
Comparing Intraclass Correlations / 140
Variances / 141
Summary and Conclusions / 141
7 • Analyzing Mixed Independent Variables: 144
The Actor Partner Interdependence Model
The Model / 145
Conceptual Interpretation of Actor and Partner Effects / 147
The Relative Size of Actor and Partner Effects I 147
Partner Oriented Interaction Effects I 149
Actor Partner Interactions I 150
Estimation of the APIM: Indistinguishable Dyad Members / 152
Pooled Regression Method I 152
Estimating the APIM with Multilevel Analysis / 158
Estimating the APIM with SEM I 168
Estimation of the APIM: Distinguishable Dyads / 170
Pooled Regression Method I 170
Multilevel Modeling I 173
Structural Equation Modeling I 178
Power and Effect Size Computation / 179
Specification Error in the APIM / 181
Summary and Conclusions / 182
xvi Contents
8 • Social Relations Designs 185
with Indistinguishable Members
The Basic Data Structures / 188
Round Robin Design / 188
Block Design I 189
Block Round Robin Designs I 190
Other Designs I 190
Model / 191
The SRM Components I 191
Estimation of SRM Effects I 194
The SRM Variances I 198
The SRM Reciprocity Correlations I 204
Self Actor and Self Partner Correlations I 208
Actor and Partner Correlations
with Individual Difference Variables I 209
Dyadic Analysis of Relationship Effects I 210
Multivariate Correlations I 210
Details of an SRM Analysis / 211
Software I 211
Statistical Issues I 212
Significance Testing I 213
Power I 214
Model Assumptions / 215
Social Relations Analyses: An Example / 218
Summary and Conclusions / 221
9 • Social Relations Designs with Roles 223
SRM Studies of Family Relationships / 224
Design and Analysis of Studies / 225
The Model / 226
The Components / 227
Generalized and Dyadic Reciprocity I 228
Estimation of Variance in the SRM with Roles I 228
Family Subsystems I 229
Application of the SRM with Roles Using Confirmatory Factor
Analysis / 231
The Four Person Design / 234
The Base Model I 235
Illustration of the Four Person Family Design / 239
Model Evaluation I 240
Parameter Estimates I 240
Respecifications of the Base Model I 243
Contents xvii
The Three Person Design / 245
Base Model I 245
Illustration I 248
Alternative Three Person Models I 250
Multiple Perspectives on Family Relationships / 252
Means and Factor Score Estimation / 253
Constraints on the SRM Effects I 257
Estimation of SRM Effects for a Particular Family I 258
Power and Sample Size / 259
Summary and Conclusions / 260
10* One with Many Designs 263
Design Issues / 264
Measuring Nonindependence / 267
Indistinguishable Partners I 267
Distinguishable Partners I 269
The Meaning of Nonindependence
in the One with Many Design / 271
Univariate Analysis with Indistinguishable Partners / 272
Naive Analysis / 273
Between Within Analysis / 275
Multilevel Analysis I 277
Univariate Estimation with Distinguishable Partners / 284
Repeated Measures Analysis of Variance and MANOVA I 284
Multilevel Analysis / 285
Structural Equation Modeling I 287
The Reciprocal One with Many Design / 290
Indistinguishable Partners I 290
Distinguishable Partners I 293
Summary and Conclusions / 294
11 • Social Network Analysis 296
Definitions / 296
The Representation of a Network / 298
Network Measures / 301
Centrality I 301
Reciprocity I 304
Triads I 305
Subgroups I 306
Density I 309
xviii Contents
The p! Model / 309
The Model I 309
Relation to the SRM I 313
Another Look at the Sampson Data I 314
Summary and Conclusions / 314
12 • Dyadic Indexes 317
Item Measurement Issues / 319
Measures of Profile Similarity / 321
Types I 321
Which Measure to Use? I 325
Mean and Variance of the Dyadic Index / 327
Average Measure I 327
Tests of Heterogeneity I 328
Stereotype Accuracy / 330
Differential Endorsement of the Stereotype / 334
Pseudo Couple Analysis / 335
Idiographic versus Nomothetic Analysis / 337
Illustration / 338
Summary and Conclusions / 340
13* Over Time Analyses: Interval Outcomes 342
Cross Lagged Regressions / 344
Analysis Model I 347
Computer Programs I 348
Example I 351
Over Time Standard APIM / 356
Specification of Error Structure I 357
Measurement of the Causal Variable I 358
Example I 358
Growth Curve Analysis / 359
Definition of Time Zero I 360
Functional Form I 360
Structural Equation Modeling I 363
Multilevel Modeling I 367
General Error Models I 368
Example I 369
Cross Spectral Analysis / 370
Nonlinear Dynamic Modeling / 376
Summary and Conclusions / 378
Contents xix
14* Over Time Analyses: Dichotomous Outcomes 381
Sequential Analysis / 383
The Model I 384
Illustration I 386
Statistical Analysis of Sequential Data:
Log Linear Analysis / 388
Logit Model I 389
Significance Testing and Aggregation across Dyads I 392
The Assumption of Stationarity in Time Series Analysis I 394
Beyond the Basic Analysis I 395
Statistical Analysis of Sequential Data:
Multilevel Modeling / 396
Event History Analysis / 399
Censored Scores I 401
Individual Level Events I 403
Discrete Analysis I 403
Summary and Conclusions / 404
15* Concluding Comments 406
Specialized Dyadic Models / 406
Mutual Influence I 406
Common Fate Models I 409
Going Beyond the Dyad / 413
Triads I 413
Groups I 414
Network Autocorrelation I 414
Conceptual and Practical Issues / 416
The Meaning of Nonindependence I 416
Design and Measurement Issues in Dyadic Research I 420
Recruitment and Retention I 421
The Seven Deadly Sins of Dyadic Data Analysis / 421
The Last Word / 424
References 427
Index 445
Web address for the authors data and computer files
and other resources:
http://davidakenny.net/kkc.htm
|
| adam_txt |
Contents
1 • Basic Definitions and Overview 1
Nonindependence / 4
Basic Definitions / 6
Distinguishability1 I 6
Between Dyads, Within Dyads, and Mixed Variables I 7
Level ojMeasurement I 9
Idiographic and Nomothetic Analyses I 10
Dyadic Designs I 11
Data Organization / 14
Standard Design I 14
Other Designs I 19
A Database of Dyadic Studies / 20
Overview of the Book / 21
Summary and Conclusions / 23
2 • The Measurement of Nonindependence 25
Interval Level of Measurement / 27
Distinguishable Members I 27
Indistinguishable Members I 32
Categorical Measures / 40
Distinguishable Members I 40
Indistinguishable Members I 42
Consequences of Ignoring Nonindependence / 43
What Not to Do / 46
Power Considerations / 48
Power oj the Test ofr/48
Power oj Kappa I 50
Summary and Conclusions / 51
xiii
xiv Contents
3 • Analyzing Between and Within Dyads 53
Independent Variables
Interval Outcome Measures and Categorical Independent
Variables / 54
One Between Dyads Independent Variable I 54
Multiple Between Dyads Independent Variables I 60
One Within Dyads Independent Variable I 61
Multiple Within Dyads Variables I 65
One Between Dyads and One Within Dyads Variable I 67
General Case I 69
Interval Outcome Measures and Interval Independent
Variables / 70
Between Dyads Independent Variable I 70
Within Dyads Independent Variable I 72
General Case I 74
Categorical Outcome Variables / 74
Within Dyads Independent Variable I 74
Between Dyads Independent Variable I 75
Summary and Conclusions / 75
4 • Using Multilevel Modeling to Study Dyads 78
Mixed Model ANOVA / 79
Multilevel Model Equations / 82
Multilevel Modeling with Maximum Likelihood / 85
Adaptation of Multilevel Models to Dyadic Data / 87
Computing the Intraclass Correlation and Variance Explained
with Multilevel Models I 93
Random Effects with Dyads I 95
Distinguishable Dyads I 95
Summary and Conclusions / 98
5 • Using Structural Equation Modeling 100
to Study Dyads
Steps in SEM / 101
Specification I 101
Identification I 102
Estimation I 103
Testing I 104
Confirmatory Factor Analysis / 106
Path Analyses with Dyadic Data / 108
Contents xv
SEM for Dyads with Indistinguishable Members /111
Model Fit and Model Comparisons I 113
Example I 114
Double Entry Method I 116
Summary and Conclusions / 116
6* Tests of Correlational Structure 119
and Differential Variance
Distinguishable Dyads / 121
Equality of Variances I 121
Equality of Correlations I 122
Latent Variable Correlations I 127
Omnibus Test of Distinguishability I 129
Categorical Variables I 131
Indistinguishable Dyads / 135
Correlations I 136
Latent Variable Correlations I 139
Comparing Intraclass Correlations / 140
Variances / 141
Summary and Conclusions / 141
7 • Analyzing Mixed Independent Variables: 144
The Actor Partner Interdependence Model
The Model / 145
Conceptual Interpretation of Actor and Partner Effects / 147
The Relative Size of Actor and Partner Effects I 147
Partner Oriented Interaction Effects I 149
Actor Partner Interactions I 150
Estimation of the APIM: Indistinguishable Dyad Members / 152
Pooled Regression Method I 152
Estimating the APIM with Multilevel Analysis / 158
Estimating the APIM with SEM I 168
Estimation of the APIM: Distinguishable Dyads / 170
Pooled Regression Method I 170
Multilevel Modeling I 173
Structural Equation Modeling I 178
Power and Effect Size Computation / 179
Specification Error in the APIM / 181
Summary and Conclusions / 182
xvi Contents
8 • Social Relations Designs 185
with Indistinguishable Members
The Basic Data Structures / 188
Round Robin Design / 188
Block Design I 189
Block Round Robin Designs I 190
Other Designs I 190
Model / 191
The SRM Components I 191
Estimation of SRM Effects I 194
The SRM Variances I 198
The SRM Reciprocity Correlations I 204
Self Actor and Self Partner Correlations I 208
Actor and Partner Correlations
with Individual Difference Variables I 209
Dyadic Analysis of Relationship Effects I 210
Multivariate Correlations I 210
Details of an SRM Analysis / 211
Software I 211
Statistical Issues I 212
Significance Testing I 213
Power I 214
Model Assumptions / 215
Social Relations Analyses: An Example / 218
Summary and Conclusions / 221
9 • Social Relations Designs with Roles 223
SRM Studies of Family Relationships / 224
Design and Analysis of Studies / 225
The Model / 226
The Components / 227
Generalized and Dyadic Reciprocity I 228
Estimation of Variance in the SRM with Roles I 228
Family Subsystems I 229
Application of the SRM with Roles Using Confirmatory Factor
Analysis / 231
The Four Person Design / 234
The Base Model I 235
Illustration of the Four Person Family Design / 239
Model Evaluation I 240
Parameter Estimates I 240
Respecifications of the Base Model I 243
Contents xvii
The Three Person Design / 245
Base Model I 245
Illustration I 248
Alternative Three Person Models I 250
Multiple Perspectives on Family Relationships / 252
Means and Factor Score Estimation / 253
Constraints on the SRM Effects I 257
Estimation of SRM Effects for a Particular Family I 258
Power and Sample Size / 259
Summary and Conclusions / 260
10* One with Many Designs 263
Design Issues / 264
Measuring Nonindependence / 267
Indistinguishable Partners I 267
Distinguishable Partners I 269
The Meaning of Nonindependence
in the One with Many Design / 271
Univariate Analysis with Indistinguishable Partners / 272
Naive Analysis / 273
Between Within Analysis / 275
Multilevel Analysis I 277
Univariate Estimation with Distinguishable Partners / 284
Repeated Measures Analysis of Variance and MANOVA I 284
Multilevel Analysis / 285
Structural Equation Modeling I 287
The Reciprocal One with Many Design / 290
Indistinguishable Partners I 290
Distinguishable Partners I 293
Summary and Conclusions / 294
11 • Social Network Analysis 296
Definitions / 296
The Representation of a Network / 298
Network Measures / 301
Centrality I 301
Reciprocity I 304
Triads I 305
Subgroups I 306
Density I 309
xviii Contents
The p! Model / 309
The Model I 309
Relation to the SRM I 313
Another Look at the Sampson Data I 314
Summary and Conclusions / 314
12 • Dyadic Indexes 317
Item Measurement Issues / 319
Measures of Profile Similarity / 321
Types I 321
Which Measure to Use? I 325
Mean and Variance of the Dyadic Index / 327
Average Measure I 327
Tests of Heterogeneity I 328
Stereotype Accuracy / 330
Differential Endorsement of the Stereotype / 334
Pseudo Couple Analysis / 335
Idiographic versus Nomothetic Analysis / 337
Illustration / 338
Summary and Conclusions / 340
13* Over Time Analyses: Interval Outcomes 342
Cross Lagged Regressions / 344
Analysis Model I 347
Computer Programs I 348
Example I 351
Over Time Standard APIM / 356
Specification of Error Structure I 357
Measurement of the Causal Variable I 358
Example I 358
Growth Curve Analysis / 359
Definition of Time Zero I 360
Functional Form I 360
Structural Equation Modeling I 363
Multilevel Modeling I 367
General Error Models I 368
Example I 369
Cross Spectral Analysis / 370
Nonlinear Dynamic Modeling / 376
Summary and Conclusions / 378
Contents xix
14* Over Time Analyses: Dichotomous Outcomes 381
Sequential Analysis / 383
The Model I 384
Illustration I 386
Statistical Analysis of Sequential Data:
Log Linear Analysis / 388
Logit Model I 389
Significance Testing and Aggregation across Dyads I 392
The Assumption of Stationarity in Time Series Analysis I 394
Beyond the Basic Analysis I 395
Statistical Analysis of Sequential Data:
Multilevel Modeling / 396
Event History Analysis / 399
Censored Scores I 401
Individual Level Events I 403
Discrete Analysis I 403
Summary and Conclusions / 404
15* Concluding Comments 406
Specialized Dyadic Models / 406
Mutual Influence I 406
Common Fate Models I 409
Going Beyond the Dyad / 413
Triads I 413
Groups I 414
Network Autocorrelation I 414
Conceptual and Practical Issues / 416
The Meaning of Nonindependence I 416
Design and Measurement Issues in Dyadic Research I 420
Recruitment and Retention I 421
The Seven Deadly Sins of Dyadic Data Analysis / 421
The Last Word / 424
References 427
Index 445
Web address for the authors' data and computer files
and other resources:
http://davidakenny.net/kkc.htm |
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| author | Kenny, David A. 1946- Kashy, Deborah A. Cook, William L. |
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| discipline | Soziologie Psychologie Mathematik Wirtschaftswissenschaften |
| discipline_str_mv | Soziologie Psychologie Mathematik Wirtschaftswissenschaften |
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| id | DE-604.BV022719264 |
| illustrated | Illustrated |
| index_date | 2024-07-02T18:29:30Z |
| indexdate | 2024-07-09T21:04:26Z |
| institution | BVB |
| isbn | 1572309865 9781572309869 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015925011 |
| oclc_num | 63171015 |
| open_access_boolean | |
| owner | DE-29 DE-19 DE-BY-UBM DE-N2 DE-20 DE-11 DE-703 DE-91 DE-BY-TUM DE-473 DE-BY-UBG DE-706 DE-188 DE-N32 DE-739 |
| owner_facet | DE-29 DE-19 DE-BY-UBM DE-N2 DE-20 DE-11 DE-703 DE-91 DE-BY-TUM DE-473 DE-BY-UBG DE-706 DE-188 DE-N32 DE-739 |
| physical | XIX, 458 S. graph. Darst. |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | Guilford Press |
| record_format | marc |
| series2 | Methodology in the social sciences |
| spelling | Kenny, David A. 1946- Verfasser (DE-588)136314694 aut Dyadic data analysis David A. Kenny ; Deborah A. Kashy ; William L. Cook New York [u.a.] Guilford Press 2006 XIX, 458 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Methodology in the social sciences Enthält Literaturangaben und Index Analyse dyadique (Sciences sociales) Dyadic analysis (Social sciences) Dualsystem (DE-588)4150805-1 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Psychologie (DE-588)4047704-6 gnd rswk-swf Psychologie (DE-588)4047704-6 s Statistik (DE-588)4056995-0 s DE-604 Datenanalyse (DE-588)4123037-1 s Dualsystem (DE-588)4150805-1 s Kashy, Deborah A. Verfasser (DE-588)138162492 aut Cook, William L. Verfasser (DE-588)138162972 aut http://www.loc.gov/catdir/toc/ecip067/2006001437.html http://www.loc.gov/catdir/enhancements/fy0662/2006001437-b.html Contributor biographical information HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015925011&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kenny, David A. 1946- Kashy, Deborah A. Cook, William L. Dyadic data analysis Analyse dyadique (Sciences sociales) Dyadic analysis (Social sciences) Dualsystem (DE-588)4150805-1 gnd Statistik (DE-588)4056995-0 gnd Datenanalyse (DE-588)4123037-1 gnd Psychologie (DE-588)4047704-6 gnd |
| subject_GND | (DE-588)4150805-1 (DE-588)4056995-0 (DE-588)4123037-1 (DE-588)4047704-6 |
| title | Dyadic data analysis |
| title_auth | Dyadic data analysis |
| title_exact_search | Dyadic data analysis |
| title_exact_search_txtP | Dyadic data analysis |
| title_full | Dyadic data analysis David A. Kenny ; Deborah A. Kashy ; William L. Cook |
| title_fullStr | Dyadic data analysis David A. Kenny ; Deborah A. Kashy ; William L. Cook |
| title_full_unstemmed | Dyadic data analysis David A. Kenny ; Deborah A. Kashy ; William L. Cook |
| title_short | Dyadic data analysis |
| title_sort | dyadic data analysis |
| topic | Analyse dyadique (Sciences sociales) Dyadic analysis (Social sciences) Dualsystem (DE-588)4150805-1 gnd Statistik (DE-588)4056995-0 gnd Datenanalyse (DE-588)4123037-1 gnd Psychologie (DE-588)4047704-6 gnd |
| topic_facet | Analyse dyadique (Sciences sociales) Dyadic analysis (Social sciences) Dualsystem Statistik Datenanalyse Psychologie |
| url | http://www.loc.gov/catdir/toc/ecip067/2006001437.html http://www.loc.gov/catdir/enhancements/fy0662/2006001437-b.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015925011&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kennydavida dyadicdataanalysis AT kashydeboraha dyadicdataanalysis AT cookwilliaml dyadicdataanalysis |