CAESar: Conditional Autoregressive Expected Shortfall
In financial risk management, Value at Risk (VaR) is widely used to estimate potential portfolio losses. VaR’s limitation is its inability to account for the magnitude of losses beyond a certain threshold. Expected Shortfall (ES) addresses this by providing the conditional expectation of such exceed