Abstract This work aims at studying the impact of SARS-CoV-2 pandemic on global financial markets. In particular, such is analysed through changes shape implied volatility smile options written several equity indexes and stocks. The function estimated using market-based information liquid applying a semi-parametric smoothing technique that exploits kernel no-arbitrage conditions. Such approach ...