This study investigates the dose-response effects of making music on youth development. Identification is based on the … conditional independence assumption and estimation is implemented using a recent double machine learning estimator. The study … sensitivity of estimates to tuning parameter choices in the machine learning part? (ii) How to assess covariate balancing in high …