Modeling Partitions of Individuals
Bibliographic Data
| ID | 6169528 |
|---|---|
| Authors | Marion Hoffman (0000-0002-0741-7760, Institute for Advanced Study in Toulouse, University of Toulouse 1 Capitole, Toulouse, France, corresponding author), Per Block (0000-0002-7583-2392, University of Zurich), Tom Ab Snijders (0000-0003-3157-4157, University of Groningen) |
| Year | 2023 |
| Volume | 53 |
| Issue | 1 |
| Pages | 1-41 |
| Publication date | 2023-01-30 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sociological Methodology (JOURNAL) |
| Journal identifiers | ISSN: 0081-1750 • E-ISSN: 1467-9531 |
| Publisher | SAGE Publishing (PUBLISHER • US) |
| DOI | 10.1177/00811750221145166 |
| OpenAlex | W3089639421 |
| Language | EN |
| Citations received | 6 |
| References cited | 85 |
Despite the central role of self-assembled groups in animal and human societies, statistical tools to explain their composition are limited. The authors introduce a statistical framework for cross-sectional observations of groups with exclusive membership to illuminate the social and organizational mechanisms that bring people together. Drawing from stochastic models for networks and partitions, the proposed framework introduces an exponential family of distributions for partitions. The authors derive its main mathematical properties and suggest strategies to specify and estimate such models. A case study on hackathon events applies the developed framework to the study of mechanisms underlying the formation of self-assembled project teams
Data science · Econometrics · Exponential random graph models · Management science · Random graph · Statistical model · Artificial Intelligence · Biomedical and Engineering Education · Computer Science · Engineering · Evolution and Genetic Dynamics · Mathematics · Theoretical Computer Science
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| Unique citing works | 6 |
|---|---|
| Citations per year | 2 |
| Citation span | 2023 - 2025 (3) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 6 |