Identifying systemic risk drivers of FinTech and traditional financial institutions: machine learning-based prediction and interpretation

Abstract

We study systemic risk drivers of FinTech and traditional financial institutions under normal and extreme market conditions. We use machine learning (ML) techniques (i.e. random forest and gradient...