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Efficiency of Multivariate Control Variates in Monte Carlo Simulation
3 references·13 citing·40 second hop
Efficiency of Multivariate Control Variates in Monte Carlo Simulation (1985)Efficiency of Multivariate Control Variat…Simulation and the Monte Carlo Method (2016)Simulation and the Monte Carl…A Perspective on the Use of Control Variables to Increase the Efficiency of Monte Carlo Simulations (1981)A Perspective on the Use of C…Statistical Techniques in Simulation (1976)Statistical Techniques in Sim…Covariance Expressions for Multifidelity Sampling with Multioutput, Multistatistic Estimators: Application to Approximate Control Variates (2024)Covariance Expressions for Mu…On the optimization of approximate control variates with parametrically defined estimators (2021)On the optimization of approx…A generalized multi-fidelity simulation method using sparse polynomial chaos expansion (2021)A generalized multi-fidelity …DeepOption: A novel option pricing framework based on deep learning with fused distilled data from multiple parametric methods (2020)DeepOption: A novel option pr…A refined subset simulation for the reliability analysis using the subset control variate (2020)A refined subset simulation f…Variance Reduction (2017)Variance ReductionEfficiency improvement and variance reduction (2005)Efficiency improvement and va…Planning under uncertainty solving large-scale stochastic linear programs (1992)Planning under uncertainty so…Sensitivity analysis and the “what if” problem in simulation analysis (1989)Sensitivity analysis and the …Planning under uncertainty using parallel computing (1988)Planning under uncertainty us…Efficient techniques for the simulation of computer communications networks (1988)Efficient techniques for the …A perspective on variance reduction in dynamic simulation experiments (1987)A perspective on variance red…The score function approach for sensitivity analysis of computer simulation models (1986)The score function approach f…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Simulation Modeling and Analysis. (1983)Simulating the average run length for cusum schemes using variance reduction techniques (1993)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)How to optimize discrete-event systems from a single sample path by the score function method (1990)Fast simulation of rare events in queueing and reliability models (2005)The unpublished manuscript (2018)A Sequential Procedure for Determining the Length of a Steady-State Simulation (1979)Principles of Discrete Event Simulation. (1980)Control Variate Remedies (1990)Parallel processors for planning under uncertainty (1990)Evaluating uncertain investment decisions in low-carbon transition toward renewable energy (2019)Fundamentals of Queueing Theory. (1977)Fundamentals of Queueing Theory. (1986)Optimization of static simulation models by the score function method (1990)Robust Analysis in Stochastic Simulation: Computation and Performance Guarantees (2019)A fast and efficient response surface approach for structural reliability problems (1990)A new look at the response surface approach for reliability analysis (1993)Estimation of small failure probabilities in high dimensions by subset simulation (2001)An adaptive artificial neural network for reliability analyses of complex engineering systems (2022)RBIK-SS: A parallel adaptive structural reliability analysis method for rare failure events (2023)A new uncertainty reduction-guided single-loop Kriging coupled with subset simulation for time-dependent reliability analysis (2025)Chance-Constrained Programming (1959)Portfolio Selection: Efficient Diversification of Investments. (1962)Barycentric scenario trees in convex multistage stochastic programming (1996)Monte Carlo sampling approach to stochastic programming (2003)Introduction to Stochastic Programming (2011)A tight characterization of the performance of static solutions in two-stage adjustable robust linear optimization (2014)A Guide to Simulation (1983)Importance Sampling for Stochastic Simulations (1989)Integrated Variance Reduction Strategies for Simulation (1996)STRATEGIC INTERACTIONS IN A SUPPLY CHAIN GAME (2005)Discrete Event Simulation: The Preferred Technique for Health Economic Evaluations? (2010)Monte Carlo Methods in Financial Engineering (2003)Multilevel Monte Carlo Path Simulation (2008)Automobile Prices in Market Equilibrium (1995)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Steady-state simulation of queueing processes: survey of problems and solutions (1990)Perspectives on the Evolution of Simulation (2002)Chapter 18 Metamodel-Based Simulation Optimization (2006)
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References

  • 2016Simulation and the Monte Carlo Method3,356 cited
  • 1976Statistical Techniques in Simulation343 cited
  • 1981A Perspective on the Use of Control Variables to Increase the Efficiency of Monte Carlo Simulations208 cited

Cited by

  • 2005Efficiency improvement and variance reduction96 cited
  • 1986The score function approach for sensitivity analysis of computer simulation models95 cited
  • 1992Planning under uncertainty solving large-scale stochastic linear programs81 cited
  • 1987A perspective on variance reduction in dynamic simulation experiments48 cited
  • 2017Variance Reduction48 cited
  • 1989Sensitivity analysis and the “what if” problem in simulation analysis45 cited
  • 2020A refined subset simulation for the reliability analysis using the subset control variate40 cited
  • 1988Efficient techniques for the simulation of computer communications networks38 cited
  • 1988Planning under uncertainty using parallel computing37 cited
  • 2020DeepOption: A novel option pricing framework based on deep learning with fused distilled data from multiple parametric methods31 cited
  • 2021On the optimization of approximate control variates with parametrically defined estimators21 cited

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2021
A generalized multi-fidelity simulation method using sparse polynomial chaos expansion
11 cited
  • 2024Covariance Expressions for Multifidelity Sampling with Multioutput, Multistatistic Estimators: Application to Approximate Control Variates9 cited