In Defence of Var Risk Measurement and Backtesting in Times of Crisis 1 June, 2020
In Defence of VaR Risk measurement and Backtesting in times of Crisis 1 June, 2020 In Defence of VaR Executive Summary Since the Financial Crisis, Value at Risk (VaR) has been on the receiving end of a lot of criticisms. It has been blamed for, amongst other things, not measuring risk accurately, allowing banks to get away with holding insufficient capital, creating over reliance on a single model, and creating pro-cyclical positive feedback in financial markets leading to ‘VaR shocks’. In this article we do not seek to defend VaR against all these claims. But we do seek to defend the idea of modelling risk, and of attempting to model risk accurately. We point out that no single model can meet mutually contradictory criteria, and we demonstrate that certain approaches to VaR modelling would at least provide accurate (as measured by Backtesting) near-term risk estimates. We note that new Market Risk regulation, the Fundamental Review of the Trading Book (FRTB) could provide an opportunity for banks and regulators to treat capital VaR and risk management VaR sufficiently differently as to end up with measures that work for both rather than for neither. Contents 1 Market Risk VaR and Regulatory Capital 3 2 Can VaR accurately measure risk? 5 3 Regulation and Risk Management 10 4 Conclusion 13 Contacts 14 In Defence of VaR 1 Market Risk VaR and Regulatory Capital Market Risk VaR was developed at JP Morgan in the wake of the 1987 crash, as a way to answer then chairman Dennis Weatherstone’s question “how much might we lose on our trading portfolio by tomorrow’s close?” VaR attempts to identify a quantile of loss for a given timeframe.
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