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arxiv: 1011.0319 · v3 · pith:NVTXUY2Tnew · submitted 2010-11-01 · 🧮 math.PR

On rates of convergence in the Curie-Weiss-Potts model with external field

classification 🧮 math.PR
keywords betamodelconvergenceratescriticalcurie-weiss-pottsfieldinclude
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In the present paper we obtain rates of convergence for the limit theorems of the density vector in the Curie-Weiss-Potts model via Stein's Method of exchangeable pairs. Our results include Kolmogorov bounds for multivariate normal approximation in the whole domain $\beta\geq 0$ and $h\geq 0$, where $\beta$ is the inverse temperature and $h$ an exterior field. In this model, the critical line $\beta = \beta_c(h)$ is explicitly known and corresponds to a first order transition. We include rates of convergence for non-Gaussian approximations at the extremity of the critical line of the model.

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