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The topics covered include: the rise of VaR as a risk measure; different measures of financial risk (including coherent and distortion risk measures); non-parametric approaches (including the bootstrap, order statistics, non-parametric density estimation, and principal components and factor analysis); parametric approaches (including copulas and extreme-value approaches); the theory and applications of stochastic methods; the forecasting of volatilities and correlations; liquidity risk; options risk measurement; risk decomposition; mapping; stress-testing; backtesting; and model risk.
Measuring Market Risk is written in a clear and accessible style, and includes many worked examples of market risk measurement problems.
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