Social and economic networks:
In this book, Matthew Jackson offers a comprehensive introduction to social and economic networks, drawing on the latest findings in economics, sociology, computer science, physics, and mathematics.
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Princeton, NJ ; Oxford
Princeton University Press
[2008]
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | In this book, Matthew Jackson offers a comprehensive introduction to social and economic networks, drawing on the latest findings in economics, sociology, computer science, physics, and mathematics. |
| Item Description: | Bibliographie Seiten 461-490 ; Index |
| Physical Description: | xiii, 504 Seiten Illustrationen, Diagramme |
| ISBN: | 9780691134406 9780691148205 0691148201 |
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| adam_text |
CONTENTS PREFACE XI PART I - BACKGROUND AND FUNDAMENTALS OF NETWORK
ANALYSIS CHAPTER 1 INTRODUCTION 3 1.1 WHY MODEL NETWORKS? 3 1.2 A SET OF
EXAMPLES 4 1.3 EXERCISES 17 CHAPTER 2 REPRESENTING AND MEASURING
NETWORKS 20 2.1 REPRESENTING NETWORKS 20 2.2 SOME SUMMARY STATISTICS AND
CHARACTERISTICS OF NETWORKS 30 2.3 APPENDIX: BASIC GRAPH THEORY 43 2.4
APPENDIX: EIGENVECTORS AND EIGENVALUES 49 2.5 EXERCISES 51 CHAPTER 3
EMPIRICAL BACKGROUND ON SOCIAL AND ECONOMIC NETWORKS 54 3.1 THE
PREVALENCE OF SOCIAL NETWORKS 55 3.2 OBSERVATIONS ON THE STRUCTURE OF
NETWORKS 56 PART II - MODELS OF NETWORK FORMATION CHAPTER 4 RANDOM-GRAPH
MODELS OF NETWORKS 77 4.1 STATIC RANDOM-GRAPH MODELS OF RANDOM NETWORKS
78 4.2 PROPERTIES OF RANDOM NETWORKS 86 4.3 AN APPLICATION: CONTAGION
AND DIFFUSION 105 4.4 DISTRIBUTION OF COMPONENT SIZES 107 4.5 APPENDIX:
USEFUL FACTS, TOOLS, AND THEOREMS 110 4.6 EXERCISES 121 VII VIII *
CONTENTS CHAPTER 5 GROWING RANDOM NETWORKS 124 5.1 UNIFORM RANDOMNESS:
AN EXPONENTIAL DEGREE DISTRIBUTION 125 5.2 PREFERENTIAL ATTACHMENT 130
5.3 HYBRID MODELS 134 5.4 SMALL WORLDS, CLUSTERING, AND ASSORTATIVITY
141 5.5 EXERCISES 150 CHAPTER 6 STRATEGIC NETWORK FORMATION 153 6.1
PAIRWISE STABILITY 154 6.2 EFFICIENT NETWORKS 157 6.3 DISTANCE-BASED
UTILITY 159 6.4 A COAUTHOR MODEL AND NEGATIVE EXTERNALITIES 166 6.5
SMALL WORLDS IN AN ISLANDS-CONNECTIONS MODEL 170 6.6 A GENERAL TENSION
BETWEEN STABILITY AND EFFICIENCY 173 6.7 EXERCISES 179 PART III -
IMPLICATIONS OF NETWORK STRUCTURE CHAPTER 7 DIFFUSION THROUGH NETWORKS
185 7.1 BACKGROUND: THE BASS MODEL 187 7.2 SPREAD OF INFORMATION AND
DISEASE 189 7.3 SEARCH AND NAVIGATION ON NETWORKS . 209 7.4 EXERCISES
221 CHAPTER 8 LEARNING AND NETWORKS 223 8.1 EARLY THEORY AND OPINION
LEADERS 224 8.2 BAYESIAN AND OBSERVATIONAL LEARNING 225 8.3 IMITATION
AND SOCIAL INFLUENCE MODELS: THE DEGROOT MODEL 228 8.4 EXERCISES 253
CHAPTER 9 DECISIONS, BEHAVIOR, AND GAMES ON NETWORKS 257 9.1 DECISIONS
AND SOCIAL INTERACTION 258 9.2 GRAPHICAL GAMES 269 9.3 SEMI-ANONYMOUS
GRAPHICAL GAMES 273 9.4 RANDOMLY CHOSEN NEIGHBORS AND NETWORK GAMES 279
9.5 RICHER ACTION SPACES 286 9.6 DYNAMIC BEHAVIOR AND CONTAGION 293 9.7
MULTIPLE EQUILIBRIA AND DIFFUSION IN NETWORK GAMES 297 9.8 COMPUTING
EQUILIBRIA 304 9.9 APPENDIX: A PRIMER ON NONCOOPERATIVE GAME THEORY 308
9.10 EXERCISES 319 CONTENTS * IX CHAPTER 10 NETWORKED MARKETS 327 10.1
SOCIAL EMBEDDEDNESS OF MARKETS AND EXCHANGE 328 10.2 NETWORKS IN LABOR
MARKETS 334 10.3 MODELS OF NETWORKED MARKETS 353 10.4 CONCLUDING REMARKS
365 10.5 EXERCISES 366 PART IV - METHODS, TOOLS, AND EMPIRICAL ANALYSES
CHAPTER 11 GAME-THEORETIC MODELING OF NETWORK FORMATION 371 11.1
DEFINING STABILITY AND EQUILIBRIUM 372 11.2 THE EXISTENCE OF STABLE
NETWORKS 377 11.3 DIRECTED NETWORKS 383 11.4 STOCHASTIC STRATEGIC MODELS
OF NETWORK FORMATION 388 11.5 FARSIGHTED NETWORK FORMATION 395 11.6
TRANSFERS AND NETWORK FORMATION 399 11.7 WEIGHTED NETWORK FORMATION 402
11.8 AGENT-BASED MODELING 406 11.9 EXERCISES 407 CHAPTER 12 ALLOCATION
RULES, NETWORKS, AND COOPERATIVE GAMES 411 12.1 COOPERATIVE GAME THEORY
412 12.2 COMMUNICATION GAMES 416 12.3 NETWORKS AND ALLOCATION RULES 419
12.4 ALLOCATION RULES WHEN NETWORKS ARE FORMED 425 12.5 CONCLUDING
REMARKS 430 12.6 EXERCISES 430 CHAPTER 13 OBSERVING AND MEASURING SOCIAL
INTERACTION 434 13.1 SPECIFICATION AND IDENTIFICATION 435 13.2 COMMUNITY
STRUCTURES, BLOCK MODELS, AND LATENT SPACES 443 13.3 EXERCISES 457
AFTERWORD 459 BIBLIOGRAPHY 461 INDEX 491 |
| adam_txt |
CONTENTS PREFACE XI PART I - BACKGROUND AND FUNDAMENTALS OF NETWORK
ANALYSIS CHAPTER 1 INTRODUCTION 3 1.1 WHY MODEL NETWORKS? 3 1.2 A SET OF
EXAMPLES 4 1.3 EXERCISES 17 CHAPTER 2 REPRESENTING AND MEASURING
NETWORKS 20 2.1 REPRESENTING NETWORKS 20 2.2 SOME SUMMARY STATISTICS AND
CHARACTERISTICS OF NETWORKS 30 2.3 APPENDIX: BASIC GRAPH THEORY 43 2.4
APPENDIX: EIGENVECTORS AND EIGENVALUES 49 2.5 EXERCISES 51 CHAPTER 3
EMPIRICAL BACKGROUND ON SOCIAL AND ECONOMIC NETWORKS 54 3.1 THE
PREVALENCE OF SOCIAL NETWORKS 55 3.2 OBSERVATIONS ON THE STRUCTURE OF
NETWORKS 56 PART II - MODELS OF NETWORK FORMATION CHAPTER 4 RANDOM-GRAPH
MODELS OF NETWORKS 77 4.1 STATIC RANDOM-GRAPH MODELS OF RANDOM NETWORKS
78 4.2 PROPERTIES OF RANDOM NETWORKS 86 4.3 AN APPLICATION: CONTAGION
AND DIFFUSION 105 4.4 DISTRIBUTION OF COMPONENT SIZES 107 4.5 APPENDIX:
USEFUL FACTS, TOOLS, AND THEOREMS 110 4.6 EXERCISES 121 VII VIII *
CONTENTS CHAPTER 5 GROWING RANDOM NETWORKS 124 5.1 UNIFORM RANDOMNESS:
AN EXPONENTIAL DEGREE DISTRIBUTION 125 5.2 PREFERENTIAL ATTACHMENT 130
5.3 HYBRID MODELS 134 5.4 SMALL WORLDS, CLUSTERING, AND ASSORTATIVITY
141 5.5 EXERCISES 150 CHAPTER 6 STRATEGIC NETWORK FORMATION 153 6.1
PAIRWISE STABILITY 154 6.2 EFFICIENT NETWORKS 157 6.3 DISTANCE-BASED
UTILITY 159 6.4 A COAUTHOR MODEL AND NEGATIVE EXTERNALITIES 166 6.5
SMALL WORLDS IN AN ISLANDS-CONNECTIONS MODEL 170 6.6 A GENERAL TENSION
BETWEEN STABILITY AND EFFICIENCY 173 6.7 EXERCISES 179 PART III -
IMPLICATIONS OF NETWORK STRUCTURE CHAPTER 7 DIFFUSION THROUGH NETWORKS
185 7.1 BACKGROUND: THE BASS MODEL 187 7.2 SPREAD OF INFORMATION AND
DISEASE 189 7.3 SEARCH AND NAVIGATION ON NETWORKS . 209 7.4 EXERCISES
221 CHAPTER 8 LEARNING AND NETWORKS 223 8.1 EARLY THEORY AND OPINION
LEADERS 224 8.2 BAYESIAN AND OBSERVATIONAL LEARNING 225 8.3 IMITATION
AND SOCIAL INFLUENCE MODELS: THE DEGROOT MODEL 228 8.4 EXERCISES 253
CHAPTER 9 DECISIONS, BEHAVIOR, AND GAMES ON NETWORKS 257 9.1 DECISIONS
AND SOCIAL INTERACTION 258 9.2 GRAPHICAL GAMES 269 9.3 SEMI-ANONYMOUS
GRAPHICAL GAMES 273 9.4 RANDOMLY CHOSEN NEIGHBORS AND NETWORK GAMES 279
9.5 RICHER ACTION SPACES 286 9.6 DYNAMIC BEHAVIOR AND CONTAGION 293 9.7
MULTIPLE EQUILIBRIA AND DIFFUSION IN NETWORK GAMES 297 9.8 COMPUTING
EQUILIBRIA 304 9.9 APPENDIX: A PRIMER ON NONCOOPERATIVE GAME THEORY 308
9.10 EXERCISES 319 CONTENTS * IX CHAPTER 10 NETWORKED MARKETS 327 10.1
SOCIAL EMBEDDEDNESS OF MARKETS AND EXCHANGE 328 10.2 NETWORKS IN LABOR
MARKETS 334 10.3 MODELS OF NETWORKED MARKETS 353 10.4 CONCLUDING REMARKS
365 10.5 EXERCISES 366 PART IV - METHODS, TOOLS, AND EMPIRICAL ANALYSES
CHAPTER 11 GAME-THEORETIC MODELING OF NETWORK FORMATION 371 11.1
DEFINING STABILITY AND EQUILIBRIUM 372 11.2 THE EXISTENCE OF STABLE
NETWORKS 377 11.3 DIRECTED NETWORKS 383 11.4 STOCHASTIC STRATEGIC MODELS
OF NETWORK FORMATION 388 11.5 FARSIGHTED NETWORK FORMATION 395 11.6
TRANSFERS AND NETWORK FORMATION 399 11.7 WEIGHTED NETWORK FORMATION 402
11.8 AGENT-BASED MODELING 406 11.9 EXERCISES 407 CHAPTER 12 ALLOCATION
RULES, NETWORKS, AND COOPERATIVE GAMES 411 12.1 COOPERATIVE GAME THEORY
412 12.2 COMMUNICATION GAMES 416 12.3 NETWORKS AND ALLOCATION RULES 419
12.4 ALLOCATION RULES WHEN NETWORKS ARE FORMED 425 12.5 CONCLUDING
REMARKS 430 12.6 EXERCISES 430 CHAPTER 13 OBSERVING AND MEASURING SOCIAL
INTERACTION 434 13.1 SPECIFICATION AND IDENTIFICATION 435 13.2 COMMUNITY
STRUCTURES, BLOCK MODELS, AND LATENT SPACES 443 13.3 EXERCISES 457
AFTERWORD 459 BIBLIOGRAPHY 461 INDEX 491 |
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| discipline_str_mv | Soziologie Wirtschaftswissenschaften |
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| spelling | Jackson, Matthew O. 1962- Verfasser (DE-588)129605522 aut Social and economic networks Matthew O. Jackson Princeton, NJ ; Oxford Princeton University Press [2008] © 2008 xiii, 504 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Bibliographie Seiten 461-490 ; Index In this book, Matthew Jackson offers a comprehensive introduction to social and economic networks, drawing on the latest findings in economics, sociology, computer science, physics, and mathematics. Social networks Business networks Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd rswk-swf Soziales Netzwerk (DE-588)4055762-5 gnd rswk-swf Wirtschaft (DE-588)4066399-1 gnd rswk-swf Netzwerk (DE-588)4171529-9 gnd rswk-swf Wirtschaft (DE-588)4066399-1 s Netzwerk (DE-588)4171529-9 s DE-604 Soziales Netzwerk (DE-588)4055762-5 s Netzwerkanalyse Soziologie (DE-588)4205975-6 s Erscheint auch als Online-Ausgabe 978-1-4008-3399-3 SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016693462&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Jackson, Matthew O. 1962- Social and economic networks Social networks Business networks Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Soziales Netzwerk (DE-588)4055762-5 gnd Wirtschaft (DE-588)4066399-1 gnd Netzwerk (DE-588)4171529-9 gnd |
| subject_GND | (DE-588)4205975-6 (DE-588)4055762-5 (DE-588)4066399-1 (DE-588)4171529-9 |
| title | Social and economic networks |
| title_auth | Social and economic networks |
| title_exact_search | Social and economic networks |
| title_exact_search_txtP | Social and economic networks |
| title_full | Social and economic networks Matthew O. Jackson |
| title_fullStr | Social and economic networks Matthew O. Jackson |
| title_full_unstemmed | Social and economic networks Matthew O. Jackson |
| title_short | Social and economic networks |
| title_sort | social and economic networks |
| topic | Social networks Business networks Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Soziales Netzwerk (DE-588)4055762-5 gnd Wirtschaft (DE-588)4066399-1 gnd Netzwerk (DE-588)4171529-9 gnd |
| topic_facet | Social networks Business networks Netzwerkanalyse Soziologie Soziales Netzwerk Wirtschaft Netzwerk |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016693462&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT jacksonmatthewo socialandeconomicnetworks |