Fluctuation Results for General Block Spin Ising Models
Holger Knöpfel, Matthias Löwe, Kristina Schubert, Arthur Sinulis
Abstract
Abstract We study a block spin mean-field Ising model, i.e. a model of spins in which the vertices are divided into a finite number of blocks with each block having a fixed proportion of vertices, and where pair interactions are given according to their blocks. For the vector of block magnetizations we prove Large Deviation Principles and Central Limit Theorems under general assumptions for the block interaction matrix. Using the exchangeable pair approach of Stein’s method we establish a rate of convergence in the Central Limit Theorem for the block magnetization vector in the high temperature regime.
Topics & Concepts
Ising modelBlock (permutation group theory)MathematicsSpinsLimit (mathematics)Spin (aerodynamics)Central limit theoremSquare-lattice Ising modelMagnetizationCombinatoricsIsing spinConvergence (economics)Statistical physicsMathematical physicsPhysicsCondensed matter physicsMathematical analysisQuantum mechanicsMagnetic fieldStatisticsEconomic growthThermodynamicsEconomicsTheoretical and Computational PhysicsComplex Systems and Time Series AnalysisMarkov Chains and Monte Carlo Methods