The reliable estimation of site amplification is crucial for seismic hazard and risk assessment. Although the amplification estimates are traditionally site-specific, recent efforts have focused on developing site amplification models for large areas. To this aim, we compiled existing site amplification factor estimates in Italy derived from different empirical methods. We then employed goodness-of-fit metrics and statistical...