We study the evolution of the observed correlation between central stellar velocity dispersion and stellar mass of massive () early-type galaxies (ETGs) out to redshift , exploiting a Bayesian hierarchical inference formalism. Collecting ETGs from state-of-the-art literature samples, we build a sample (), which is obtained with homogeneous selection criteria, but also a less homogeneous sample ($0\lesssim z\lesssim 2.5M_\sigma_\sigma_\propto M_^{\beta}(1+z)^{\zeta}\beta\simeq 0.18\zeta\simeq 0.4M_\sigma_z\approx1.3z=1z=0\beta$ is allowed to evolve, we find it increasing with redshift: describes the data as well as constant . The intrinsic scatter of the - relation is dex in at given , independent of redshift. Our results suggest that, on average, the velocity dispersion of massive () ETGs decreases with time while they evolve from to . The analysis of the extended sample leads to results similar to that of the fiducial sample, with slightly stronger redshift dependence of the normalisation () and weaker redshift dependence of the slope (${\rm d} \beta/{\rm d} \log (1+z)\simeq 0.18\betaz=2M_\approx 10^{11},M_\odot\approx1.7\sigma_z=0$.

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