Causal Inference

Using data on nearly 14 million U.S. businesses and Facebook-derived social capital measures, this study applies Double Machine Learning and quantile regression to reveal that social cohesion acts as a safety net for firm survival, while economic connectedness primarily benefits top-performing firms.

The purpose of this essay was to study and understand the secondary effects of social pressure mailers on voter turnout through information diffusion.