We apply the previously-developed sub-volume method to study the -dependence of the four-dimensional SU(2) Yang-Mills theory at finite temperature. We calculate the first two coefficients, the topological susceptibility and the fourth cumulant , in the -expansion of the free energy density around the critical temperature () for the confinement-deconfinement transition. Lattice calculations are performed with three different spatial sizes to monitor finite size effects, while the temporal size is fixed to be . The systematic uncertainty associated with the sub-volume extrapolation is studied with special care. The sub-volume method allows us to determine the values of much more accurately than the standard full-volume method, and we successfully identify the temperature dependence of around . Our numerical results suggest that the -dependence of the free energy density near changes from to as the temperature crosses .

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