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Return variance swap, equity index options, term structure
Credit Portfolio Risk Management, Contagion, Macroeconomic Deependencies, Microstructural Dependencies, Value-at-Risk, Expected Shortfall
American options, optimal stopping under constraints, out-performance options, management options
Credit risk, Monte Carlo simulation, importance sampling, stochastic approximation, Robbins-Monro
Quantile Estimation, Adaptive Importance Sampling, Credit Risk, Stochastic Approximation
Optimal stopping, American options, statistical learning, empirical processes, uniform law of large numbers, concentration inequalities, Vapnik-Chervonenkis classes, Monte Carlo methods.