For Ising spins separated by a decorating spin , summing its Boltzmann weights removes that spin exactly. If its two exchange interactions are , the effective transfer matrix has entries . Its eigenvalues are and . A transfer step contains two physical sites, so the limiting Helmholtz free energy per site is .
An observable on a spin removed by decimation is inserted before its local sum. For , replace by . Contracting the unchanged ring gives the displayed thermal expectation value. In the infinite chain it becomes for normalized dominant eigenvector .

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