Skip to main content
Log in

Scaling Limits for Multi-species Statistical Mechanics Mean-Field Models

  • Published:
Journal of Statistical Physics Aims and scope Submit manuscript

Abstract

We study the limiting thermodynamic behavior of the normalized sums of spins in multi-species Curie-Weiss models. We find sufficient conditions for the limiting random vector to be Gaussian (or to have an exponential distribution of higher order) and compute the covariance matrix in terms of model parameters.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Ellis, R.S., Newman, C.M.: Limit theorems for sums of dependent random variables occurring in statistical mechanics. Probab. Theory Relat. Fields 44, 117–139 (1978)

    MathSciNet  MATH  Google Scholar 

  2. Ellis, R.S., Newman, C.M.: The statistics of Curie-Weiss models. J. Stat. Phys. 19, 149–161 (1978)

    Article  MathSciNet  ADS  Google Scholar 

  3. Ellis, R.S., Newman, C.M., Rosen, J.S.: Limit theorems for sums of dependent random variables occurring in statistical mechanics. Probab. Theory Relat. Fields 51, 153–169 (1980)

    MathSciNet  MATH  Google Scholar 

  4. Contucci, P., Ghirlanda, S.: Modeling society with statistical mechanics: an application to cultural contact and immigration. Qual. Quant. 41, 569–578 (2007)

    Article  Google Scholar 

  5. McFadden, D.: Economic choices. Am. Econ. Rev. 91, 351–378 (2001)

    Article  Google Scholar 

  6. Gallo, I., Contucci, P.: Bipartite mean field spin systems. Existence and solution. Math. Phys. Electron. J. 14 (2008)

  7. Gallo, I., Barra, A., Contucci, P.: Parameter evaluation of a simple mean-field model of social interaction. Arxiv preprint arXiv:0810.3029 (2008)

  8. Bianchi, A., Contucci, P., Giardinà, C.: Thermodynamic limit for mean-field spin models. Math. Phys. Electron. J. 9 (2003)

  9. Ellis, R.S., Wang, K.: Limit theorems for the empirical vector of the Curie-Weiss-Potts model. Stoch. Process. Appl. 35, 59–79 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  10. Durrett, R.: Probability: Theory and Examples. Cambridge University Press, Cambridge (2010)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Micaela Fedele.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Fedele, M., Contucci, P. Scaling Limits for Multi-species Statistical Mechanics Mean-Field Models. J Stat Phys 144, 1186 (2011). https://doi.org/10.1007/s10955-011-0334-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10955-011-0334-4

Keywords

Navigation