To internalize pollution externalities of municipal waste, Pay-As-You-Throw (PAYT) pricing schemes for unsorted waste are adopted worldwide. This paper estimates causal effects of PAYT on unsorted, recycling and total waste generation, and analyzes the determinants of policy adoption and compliance. The empirical strategy uses a multiple random forest approach on a unique six-year panel data on ...