This paper proposes a Skewed Stochastic Volatility (SSV) model to model time varying, asymmetric forecast distributions … to estimate Growth at Risk as introduced in Adrian et al. (2019) seminal paper "Vulnerable Growth". In contrary to their …, I modify the Tempered Particle Filter of Herbst and Schorheide (2019) to account for stochastic volatility and …