Mastering Python for Finance - Second Edition

VaR for risk management

As soon as we open a position in the market, we are exposed to various types of risks, such as volatility risk and credit risk. To preserve our trading capital as much as possible, it is important to incorporate some form of risk management measures to our trading system.

Perhaps the most common measure of risk used in the financial industry is the VaR technique. It is designed to simply answer the following question: What is the worst expected amount of loss, given a specific probability level, say 95%, over a certain period of time? The beauty of VaR is that it can be applied to multiple levels, from position-specific micro-level to portfolio-based macro-level. For example, a VaR of $1 million with a 95% confidence ...