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Stochastic kriging for efficient nested simulation of expected shortfall
9 references·4 citing·38 second hop
Stochastic kriging for efficient nested simulation of expected shortfall (2010)Stochastic kriging for efficient nested s…Design and Analysis of Simulation Experiments (2015)Design and Analysis of Simula…Nested Simulation in Portfolio Risk Measurement (2010)Nested Simulation in Portfoli…Design and Analysis of Simulation Experiments (2007)Design and Analysis of Simula…Estimating Percentiles of Uncertain Computer Code Outputs (2004)Estimating Percentiles of Unc…Application-driven sequential designs for simulation experiments: Kriging metamodelling (2004)Application-driven sequential…The Design and Analysis of Computer Experiments (2003)The Design and Analysis of Co…Monte Carlo Methods in Financial Engineering (2003)Monte Carlo Methods in Financ…On the coherence of expected shortfall (2002)On the coherence of expected …Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Kernel Smoothing for Nested Estimation with Application to Portfolio Risk Measurement (2017)Kernel Smoothing for Nested E…Kriging of financial term-structures (2016)Kriging of financial term-str…Stochastic kriging with biased sample estimates (2014)Stochastic kriging with biase…Monte Carlo Methods for Value-at-Risk and Conditional Value-at-Risk (2014)Monte Carlo Methods for Value…Maximum entropy sampling (1987)Exploratory designs for computational experiments (1995)Controlled stratification for quantile estimation (2008)A Bayesian Framework for Quantifying Uncertainty in Stochastic Simulation (2014)Bayesian Subset Simulation (2017)Coherent Measures of Risk (1999)Optimization of conditional value-at-risk (2000)Conditional value-at-risk for general loss distributions (2002)Robust Design of a Supersonic Natural Laminar Flow Wing-Body (2017)Multilevel Nested Simulation for Efficient Risk Estimation (2019)Risk and complexity in scenario optimization (2019)Simulation Modeling and Analysis. (1983)STATISTICS FOR SPATIAL DATA (1992)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Kriging Interpolation in Simulation: A Survey (2005)Chapter 18 Metamodel-Based Simulation Optimization (2006)Adaptive Design and Analysis of Supercomputer Experiments (2009)Valuing American Options by Simulation: A Simple Least-Squares Approach (2001)Efficient Risk Estimation via Nested Sequential Simulation (2011)Risk Estimation via Regression (2015)Multilevel Monte Carlo Path Simulation (2008)Can Time‐Varying Risk of Rare Disasters Explain Aggregate Stock Market Volatility? (2013)Simulation Modeling and Analysis (2016)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Spectral measures of risk: A coherent representation of subjective risk aversion (2002)Lectures on Stochastic Programming: Modeling and Theory (2009)Quantitative Risk Management (2011)Regression and Kriging metamodels with their experimental designs in simulation: A review (2016)Space-filling designs for computer experiments: A review (2016)Design of experiments and response surface methodology to tune machine learning hyperparameters, with a random forest case-study (2018)An algorithm for fast optimal Latin hypercube design of experiments (2009)Opening the ‘black box’ of simulations: increased transparency and effective communication through the systematic design of experiments (2011)A Tutorial on Latin Hypercube Design of Experiments (2015)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)A Review on Global Sensitivity Analysis Methods (2015)Sensitivity analysis: A review of recent advances (2015)
this work references cited by second hop

References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 2003Monte Carlo Methods in Financial Engineering3,818 cited
  • 2003The Design and Analysis of Computer Experiments2,204 cited
  • 2002On the coherence of expected shortfall1,596 cited
  • 2015Design and Analysis of Simulation Experiments356 cited
  • 2007Design and Analysis of Simulation Experiments317 cited
  • 2004Application-driven sequential designs for simulation experiments: Kriging metamodelling281 cited
  • 2010Nested Simulation in Portfolio Risk Measurement180 cited
  • 2004Estimating Percentiles of Uncertain Computer Code Outputs79 cited

Cited by

  • 2014Monte Carlo Methods for Value-at-Risk and Conditional Value-at-Risk91 cited
  • 2017Kernel Smoothing for Nested Estimation with Application to Portfolio Risk Measurement56 cited
  • 2016Kriging of financial term-structures55 cited
  • 2014Stochastic kriging with biased sample estimates44 cited

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