Augusto Aliaga-Miranda

A hybrid structural–machine learning framework: Conventional SVAR and random forest regression

This study examines the transmission of copper price shocks to the Peruvian economy through a hybrid empirical framework that combines a conventional Structural Vector Autoregression model with Random Forest regression. Using quarterly and monthly macroeconomic data for 2004–2025, the analysis evaluates how copper shoc...