Forecasting

We quantify the impact of COVID-19 on immigration flows in 15 high-income countries by forecasting their counterfactual levels in 2020 assuming no pandemic and comparing these estimates with observed immigration counts.

The project aims to develop and employ analytical approaches to measure the evolution of cities using machine learning and satellite imagery.