Risk measurement is a fundamental aspect of financial risk management. Two widely used measures are Value at Risk (VaR) and Expected Shortfall (ES). These measures help to quantify potential losses and inform risk management decisions. I introduce the two measures in this document.

first differences graph of sentiment and retail sales

first differences graph of sentiment and retail sales