Structure and influence: statistical models for the dynamics of actor attributes, network structure and their interdependence
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Thesis Publ.
1995
|
| Schriftenreihe: | ICS dissertation series
[28] |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Zugl.: Groningen, Univ., Diss., 1995 |
| Beschreibung: | XV, 252 S. graph. Darst. |
| ISBN: | 9051703295 |
Internformat
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| 245 | 1 | 0 | |a Structure and influence |b statistical models for the dynamics of actor attributes, network structure and their interdependence |c Roger Th. A. J. Leenders |
| 264 | 1 | |a Amsterdam |b Thesis Publ. |c 1995 | |
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| 650 | 7 | |a Sociale netwerken |2 gtt | |
| 650 | 7 | |a Statistische modellen |2 gtt | |
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Datensatz im Suchindex
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| adam_text |
Table of contents
Preface v
Table of contents ix
Glossary of notation and terms xiii
7
Social networks: causes and consequences
1.1 Network structure and actor characteristics 1
1.2 Research objectives 5
1.3 Concepts of social network analysis 7
1.4 Structure of the book 10
2
Contagion Selection: the theoretical framework
2.1 Introduction 13
2.2 Two special cases: friendship networks and policy networks 14
2.3 Contagion 16
2.4 Operationalization of communication 20
2.5 Operationalization of comparison 21
2.6 Communication or comparison: an alternative approach 26
2.6.1 Distinguishing between communication and comparison 26
2.6.2 A new distinction: adjacency versus non adjacency 29
2.6.3 Effects between non adjacent actors 30
2.7 Examples of contagion: friendship and policy networks 32
2.8 Selection 36
2.9 Examples of selection: friendship and policy networks 42
2.10 Trade off between selection and contagion 45
2.11 From theory to statistical model 47
3
Contagion: Modeling network effects on actor attributes
3.1 Introduction 51
3.2 From theory to model 54
3.3 Operationalization of the structure matrix 58
3.4 Least Squares methods 66
3.5 Maximum Likelihood Estimation 69
3.5.1 Variance covariance matrix in the ML case 72
x / Table of contents 3.6 Tests on autocorrelation 74
3.6.1 The join count. Geary's c.Moran's Land G statistics 75
3.6.2 Tests based on the Maximum Likelihood principle 80
3.7 Autocorrelation for block structures 84
3.8 Estimation methods for block structures 88
3.9 Tests on autocorrelation for block structures 89
3.10 Goodness of fit 91
3.11 Software 92
APPENDIX 1 Simulation results 95
APPENDIX 2 Regularity condition for rho 100
4
Selection: Modeling effects of actor attributes on network structure
4.1 Introduction 104
4.2 From theory to model 104
4.3 An overview of models for network change 105
4.4 General mathematical specification of Markov processes 113
4.5 Comparing Markov models and loglinear models 119
4.6 Specification of the model for transition rates 120
4.6.1 Estimation of the coefficients 123
4.6.2 Estimation under the assumption of homogeneity 125
4.6.3 Parameter estimation from a continuous record 126
4.7 Linear functional forms for transition rates 127
4.8 Other functional forms for transition rates 132
4.9 Testing for time homogeneity and stationarity 134
4.10 Reversibility and Markov chains for social networks 136
4.10.1 Some useful definitions 137
4.10.2 The reversibility concept 138
4.10.3 Theoretical results on reversibility 140
4.10.4 Applying reversibility to social networks 145
4.10.5 Reversibility of various processes 147
APPENDIX Derivation of P 150
5
Contagion Selection: untying the knot
5.1 The modeling approach 155
5.2 Observation intervals and misspecification 161
5 3 Simulation data 163
5.3.1 Selection without contagion 163
5.3.2 Contagion without selection 167
5.3.3 Simultaneous selection and contagion 170
5.4 Data reauirements 174
6
A human services network: examples of analyses
6.1 Introduction 177
6.2 Description of the dataset 178
6.3 Data problems and resolutions/decisions 179
Table of contents^ ]_xi
6.4 Interorganizational contagion: burnout 180
6.5 Contagion analyses 183
6.5.1 Operationalization of variables 183
6.5.2 The results 184
6.6 Interorganizational selection 187
6.6.1 Theoretical background of the IOR selection process 187
6.6.2 Mandated ties 190
6.7 Selection analyses 190
6.7.1 Operationalization of variables 190
6.7.2 The results 193
7
Summary and conclusions
7.1 Summary 199
7.2 Conclusions and thoughts about the future 208
Samenvatting 211
References 223
Author Index 245
Subject Index 249 |
| any_adam_object | 1 |
| author | Leenders, Roger Th. A. J. |
| author_facet | Leenders, Roger Th. A. J. |
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| dewey-full | 302.4/01/51 |
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| dewey-ones | 302 - Social interaction |
| dewey-raw | 302.4/01/51 |
| dewey-search | 302.4/01/51 |
| dewey-sort | 3302.4 11 251 |
| dewey-tens | 300 - Social sciences |
| discipline | Soziologie |
| format | Book |
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| id | DE-604.BV010653698 |
| illustrated | Illustrated |
| indexdate | 2024-12-05T15:02:00Z |
| institution | BVB |
| isbn | 9051703295 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007110595 |
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| physical | XV, 252 S. graph. Darst. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Thesis Publ. |
| record_format | marc |
| series | ICS dissertation series |
| series2 | ICS dissertation series |
| spelling | Leenders, Roger Th. A. J. Verfasser aut Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence Roger Th. A. J. Leenders Amsterdam Thesis Publ. 1995 XV, 252 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier ICS dissertation series [28] Zugl.: Groningen, Univ., Diss., 1995 Netwerkanalyse gtt Sociale netwerken gtt Statistische modellen gtt Mathematisches Modell Social interaction Mathematical models Social networks Mathematical models Soziales Netzwerk (DE-588)4055762-5 gnd rswk-swf Soziale Sicherheit (DE-588)4055732-7 gnd rswk-swf Statistisches Modell (DE-588)4121722-6 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Soziale Sicherheit (DE-588)4055732-7 s Statistisches Modell (DE-588)4121722-6 s DE-604 Soziales Netzwerk (DE-588)4055762-5 s ICS dissertation series [28] (DE-604)BV011843314 28 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007110595&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Leenders, Roger Th. A. J. Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence ICS dissertation series Netwerkanalyse gtt Sociale netwerken gtt Statistische modellen gtt Mathematisches Modell Social interaction Mathematical models Social networks Mathematical models Soziales Netzwerk (DE-588)4055762-5 gnd Soziale Sicherheit (DE-588)4055732-7 gnd Statistisches Modell (DE-588)4121722-6 gnd |
| subject_GND | (DE-588)4055762-5 (DE-588)4055732-7 (DE-588)4121722-6 (DE-588)4113937-9 |
| title | Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence |
| title_auth | Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence |
| title_exact_search | Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence |
| title_full | Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence Roger Th. A. J. Leenders |
| title_fullStr | Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence Roger Th. A. J. Leenders |
| title_full_unstemmed | Structure and influence statistical models for the dynamics of actor attributes, network structure and their interdependence Roger Th. A. J. Leenders |
| title_short | Structure and influence |
| title_sort | structure and influence statistical models for the dynamics of actor attributes network structure and their interdependence |
| title_sub | statistical models for the dynamics of actor attributes, network structure and their interdependence |
| topic | Netwerkanalyse gtt Sociale netwerken gtt Statistische modellen gtt Mathematisches Modell Social interaction Mathematical models Social networks Mathematical models Soziales Netzwerk (DE-588)4055762-5 gnd Soziale Sicherheit (DE-588)4055732-7 gnd Statistisches Modell (DE-588)4121722-6 gnd |
| topic_facet | Netwerkanalyse Sociale netwerken Statistische modellen Mathematisches Modell Social interaction Mathematical models Social networks Mathematical models Soziales Netzwerk Soziale Sicherheit Statistisches Modell Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007110595&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV011843314 |
| work_keys_str_mv | AT leendersrogerthaj structureandinfluencestatisticalmodelsforthedynamicsofactorattributesnetworkstructureandtheirinterdependence |