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Limit Theorems for Multi-Group Curie-Weiss Models via the Method of Moments

Authors :
Kirsch, Werner
Toth, Gabor
Source :
Mathematical Physics, Analysis and Geometry (2022) 25:24
Publication Year :
2021

Abstract

We study a multi-group version of the mean-field or Curie-Weiss spin model. For this model, we show how, analogously to the classical (single-group) model, the three temperature regimes are defined. Then we use the method of moments to determine for each regime how the vector of the group magnetisations behaves asymptotically. Some possible applications to social or political sciences are discussed.

Details

Database :
arXiv
Journal :
Mathematical Physics, Analysis and Geometry (2022) 25:24
Publication Type :
Report
Accession number :
edsarx.2102.05903
Document Type :
Working Paper
Full Text :
https://doi.org/10.1007/s11040-022-09433-6