Chapter 23: Network mechanisms and network models
This chapter introduces the concept of network mechanisms and compares it to the notion of social mechanisms in Analytical Sociology. It discusses how statistical network models and empirically calibrated simulation models are applied to investigate network mechanisms. Different statistical network...
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| Những tác giả chính: | , |
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| Định dạng: | Online |
| Ngôn ngữ: | Tiếng Anh |
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Edward Elgar Publishing
2023
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| Những chủ đề: | |
| Truy cập trực tuyến: | https://directory.doabooks.org/handle/20.500.12854/96850 |
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| _version_ | 1869529103944646656 |
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| author | Stadfeld, Christoph Amati, Viviana |
| author_browse | Amati, Viviana Stadfeld, Christoph |
| author_facet | Stadfeld, Christoph Amati, Viviana |
| author_sort | Stadfeld, Christoph |
| collection | Directory of Open Access Books |
| description | This chapter introduces the concept of network mechanisms and compares it to the notion of social mechanisms in Analytical Sociology. It discusses how statistical network models and empirically calibrated simulation models are applied to investigate network mechanisms. Different statistical network models are reviewed and compared, in particular conditional uniform graph (CUG) tests, quadratic assignment procedure (QAP) regressions, exponential random graph models (ERGMs), stochastic actor-oriented models (SAOMs) and relational event models (REM and DyNAM). The chapter further highlights that several of these models can be used as agent-based simulation frameworks to study micro-macro links in complex social systems. |
| format | Online |
| id | doab-20.500.12854ir-96850 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | Edward Elgar Publishing |
| publisherStr | Edward Elgar Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-968502023-02-07T13:40:55Z Chapter 23: Network mechanisms and network models Stadfeld, Christoph Amati, Viviana JHBA This chapter introduces the concept of network mechanisms and compares it to the notion of social mechanisms in Analytical Sociology. It discusses how statistical network models and empirically calibrated simulation models are applied to investigate network mechanisms. Different statistical network models are reviewed and compared, in particular conditional uniform graph (CUG) tests, quadratic assignment procedure (QAP) regressions, exponential random graph models (ERGMs), stochastic actor-oriented models (SAOMs) and relational event models (REM and DyNAM). The chapter further highlights that several of these models can be used as agent-based simulation frameworks to study micro-macro links in complex social systems. Published 2023-02-07T13:40:53Z 2023-02-07T13:40:53Z 2021-12 chapter https://directory.doabooks.org/handle/20.500.12854/96850 eng image/png Attribution-NonCommercial-NoDerivatives 4.0 International https://www.elgaronline.com/display/edcoll/9781789906844/9781789906844.00032.xml Edward Elgar Publishing 01ceac28-75b4-492a-8eec-f9b98bc6b28c open access |
| spellingShingle | JHBA Stadfeld, Christoph Amati, Viviana Chapter 23: Network mechanisms and network models |
| title | Chapter 23: Network mechanisms and network models |
| title_full | Chapter 23: Network mechanisms and network models |
| title_fullStr | Chapter 23: Network mechanisms and network models |
| title_full_unstemmed | Chapter 23: Network mechanisms and network models |
| title_short | Chapter 23: Network mechanisms and network models |
| title_sort | chapter 23 network mechanisms and network models |
| topic | JHBA |
| topic_facet | JHBA |
| url | https://directory.doabooks.org/handle/20.500.12854/96850 |
| work_keys_str_mv | AT stadfeldchristoph chapter23networkmechanismsandnetworkmodels AT amativiviana chapter23networkmechanismsandnetworkmodels |