Tabla de Contenidos:
“…15.2 Calibration Problems for Yield Curves -- 15.3 Reversion Speed and Volatility -- 15.4 Local Volatility -- 15.4.1 Dupire's Inversion Formula -- 15.4.2 Identifying Local Volatility -- 15.4.3 Results -- 15.5 Identifying Parameters in Volatility Models -- 15.5.1 Model Calibration for the
FTSE-100 -- 16 Optimization Techniques -- 16.1 Model Calibration and Optimization -- 16.1.1 Gradient-Based Algorithms for Nonlinear Least Squares Problems -- 16.2 Heuristically Inspired Algorithms -- 16.2.1 Simulated Annealing -- 16.2.2 Differential Evolution -- 16.3 A Hybrid Algorithm for Heston Model Calibration -- 16.4 Portfolio Optimization -- 17 Risk Management -- 17.1 Value at Risk and Expected Shortfall -- 17.1.1 Parametric VaR -- 17.1.2 Historical VaR -- 17.1.3 Monte Carlo VaR -- 17.1.4 Individual and Contribution VaR -- 17.2 Principal Component Analysis -- 17.2.1 Principal Component Analysis for Non-scalar Risk Factors -- 17.2.2 Principal Components for Fast Valuation -- 17.3 Extreme Value Theory -- 18 Quantitative Finance on Parallel Architectures -- 18.1 A Short Introduction to Parallel Computing -- 18.2 Different Levels of Parallelization -- 18.3 GPU Programming -- 18.3.1 CUDA and OpenCL -- 18.3.2 Memory -- 18.4 Parallelization of Single Instrument Valuations using (Q)MC -- 18.5 Parallelization of Hybrid Calibration Algorithms -- 18.5.1 Implementation Details -- 18.5.2 Results -- 19 Building Large Software Systems for the Financial Industry -- Bibliography -- Index…”
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