Using machine learning methods in a quasi-experimental setting, I study the heterogeneous effects of introducing waste … prices - unit prices on household unsorted waste disposal - on waste demands and social welfare. First, using a unique panel … of Italian municipalities with large variation in prices and observables, I show that waste demands are nonlinear. - find …