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Details about Jack P.C. Kleijnen

Homepage:https://sites.google.com/site/kleijnenjackpc/
Postal address:Jack P.C. Kleijnen Room K 1113, Department of Management, Tilburg School of Economics and Management (TiSEM), Tilburg University (TiU), Postbox 90153, 5000 LE Tilburg, Netherlands Phone 31-13-466-2029
Workplace:CentER Graduate School for Economics and Business, School of Economics and Management, Universiteit van Tilburg (Tilburg University), (more information at EDIRC)

Access statistics for papers by Jack P.C. Kleijnen.

Last updated 2024-07-12. Update your information in the RePEc Author Service.

Short-id: pkl58


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Working Papers

2024

  1. The Cost of Risk-Aversion In Inventory Management: An (s,S) Case Study
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2024) Downloads

2023

  1. Constrained optimization in Random Simulation: Efficient Global Optimization and Karush-Kuhn-Tucker Conditions (Revision of CentER DP 2022-022)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2023) Downloads
  2. Optimization of System Dynamics Models: a Novel Methodology
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2023) Downloads

2022

  1. Constrained Optimization in Random Simulation: Efficient Global Optimization and Karush-Kuhn-Tucker Conditions
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2022) Downloads
  2. Constrained Optimization in Simulation: Efficient Global Optimization and Karush-Kuhn-Tucker Conditions
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2022) Downloads
  3. Constrained Optimization in Simulation: Efficient Global Optimization and Karush-Kuhn-Tucker Conditions (revision of 2021-031)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2022) Downloads

2019

  1. Statistical Tests for Cross-Validation of Kriging Models
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2019) Downloads View citations (2)

    See also Journal Article Statistical Tests for Cross-Validation of Kriging Models, INFORMS Journal on Computing, INFORMS (2022) Downloads View citations (6) (2022)

2018

  1. Prediction for Big Data through Kriging: Small Sequential and One-Shot Designs
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2018) Downloads View citations (1)

2017

  1. Design and Analysis of simulation experiments: Tutorial
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (4)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2017) Downloads View citations (4)
  2. Kriging: Methods and Applications
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2017) Downloads
  3. Sequential Probability Ration Tests: Conservative and Robust
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2017) Downloads View citations (2)
  4. Simulation Optimization through Regression or Kriging Metamodels
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2017) Downloads
  5. Testing the Assumptions of Sequential Bifurcation for Factor Screening (revision of CentER DP 2015-034)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2017) Downloads

2015

  1. Efficient Global Optimization for Black-Box Simulation via Sequential Intrinsic Kriging
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2015) Downloads

    See also Journal Article Efficient global optimisation for black-box simulation via sequential intrinsic Kriging, Journal of the Operational Research Society, Taylor & Francis Journals (2018) Downloads View citations (1) (2018)
  2. Estimating the Variance of the Predictor in Stochastic Kriging
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2015) Downloads
  3. Regression and Kriging Metamodels with Their Experimental Designs in Simulation: Review
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2015) Downloads View citations (2)

    See also Journal Article Regression and Kriging metamodels with their experimental designs in simulation: A review, European Journal of Operational Research, Elsevier (2017) Downloads View citations (25) (2017)
  4. Stochastic Intrinsic Kriging for Simulation Metamodelling
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2014) Downloads View citations (3)
    Other publications TiSEM, Tilburg University, School of Economics and Management (2015) Downloads View citations (2)
    Discussion Paper, Tilburg University, Center for Economic Research (2014) Downloads View citations (3)

    See also Journal Article Stochastic intrinsic Kriging for simulation metamodeling, Applied Stochastic Models in Business and Industry, John Wiley & Sons (2018) Downloads View citations (2) (2018)
  5. Validating the Assumptions of Sequential Bifurcation in Factor Screening
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2015) Downloads View citations (2)

2014

  1. Classic Kriging versus Kriging with Bootstrapping or Conditional Simulation: Classic Kriging's Robust Confidence Intervals and Optimization (Revised version of CentER DP 2013-038)
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2014) Downloads
  2. Global Optimization for Black-box Simulation via Sequential Intrinsic Kriging
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2014) Downloads
  3. Multivariate Versus Univariate Kriging Metamodels for Multi-Response Simulation Models (Revision of 2012-039)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2014) Downloads View citations (6)
  4. Response Surface Methodology
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2014) Downloads View citations (1)

    See also Chapter Response Surface Methodology, International Series in Operations Research & Management Science, Springer (2015) View citations (312) (2015)

2013

  1. Adjustable Robust Parameter Design with Unknown Distributions
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (6)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2013) Downloads View citations (6)
  2. Conditional simulation for efficient global optimization
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (5)
  3. Factor Screening For Simulation With Multiple Responses: Sequential Bifurcation
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2012) Downloads View citations (1)
    Discussion Paper, Tilburg University, Center for Economic Research (2012) Downloads View citations (1)
    Discussion Paper, Tilburg University, Center for Economic Research (2013) Downloads View citations (2)

    See also Journal Article Factor screening for simulation with multiple responses: Sequential bifurcation, European Journal of Operational Research, Elsevier (2014) Downloads View citations (14) (2014)
  4. Monotonicity-preserving bootstrapped kriging metamodels for expensive simulations
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2009) Downloads
    Discussion Paper, Tilburg University, Center for Economic Research (2009) Downloads

    See also Journal Article Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations, Journal of the Operational Research Society, Palgrave Macmillan (2013) Downloads View citations (2) (2013)
  5. Simulation-Optimization via Kriging and Bootstrapping: A Survey (Revision of CentER DP 2011-064)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2013) Downloads

2012

  1. An asymptotic test of optimality conditions in multiresponse simulation optimization
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
  2. Convex and Monotonic Bootstrapped Kriging
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2012) Downloads View citations (2)
    Other publications TiSEM, Tilburg University, School of Economics and Management (2012) Downloads View citations (2)
  3. Ethische vragen in Operations Research
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
  4. Kriging in Multi-response Simulation, including a Monte Carlo Laboratory (Replaced by 2014-012)
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2012) Downloads

2011

  1. Ethical issues in engineering models: An operations researcher's reflections
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
  2. Expected Improvement in Efficient Global Optimization Through Bootstrapped Kriging - Replaces CentER DP 2010-62
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2011) Downloads View citations (1)
  3. Methodology for determining the acceptability of system designs in uncertain environments
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (4)
    See also Journal Article Methodology for determining the acceptability of system designs in uncertain environments, European Journal of Operational Research, Elsevier (2011) Downloads View citations (4) (2011)

2010

  1. Constrained optimization in simulation: A novel approach
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (28)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2008) Downloads View citations (3)
    Other publications TiSEM, Tilburg University, School of Economics and Management (2008) Downloads View citations (3)
  2. Ethical Issues in Engineering Models: Personal Reflections
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2010) Downloads
  3. Parametric and distribution-free bootstrapping in robust simulation-optimization
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
  4. Robust optimization in simulation: Taguchi and Response Surface Methodology
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (21)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2008) Downloads View citations (3)
    Discussion Paper, Tilburg University, Center for Economic Research (2008) Downloads View citations (5)

    See also Journal Article Robust optimization in simulation: Taguchi and Response Surface Methodology, International Journal of Production Economics, Elsevier (2010) Downloads View citations (21) (2010)
  5. Variance Reduction Techniques in Monte Carlo Methods
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2010) Downloads View citations (1)

2009

  1. Methodology for Determining the Acceptability of Given Designs in Uncertain Environments
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (3)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2009) Downloads View citations (3)
  2. Robust Optimization in Simulation: Taguchi and Krige Combined
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2009) Downloads View citations (1)
  3. Sensitivity Analysis of Simulation Models
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2009) Downloads View citations (2)
  4. When is the design of a manufacturing system acceptable in the presence of uncertainty?
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)

2008

  1. Design of Experiments: An Overview
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2008) Downloads View citations (1)

2007

  1. Kriging Metamodeling in Simulation: A Review
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2007) Downloads View citations (2)

    See also Journal Article Kriging metamodeling in simulation: A review, European Journal of Operational Research, Elsevier (2009) Downloads View citations (95) (2009)
  2. Screening Experiments for Simulation: A Review
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2007) Downloads
  3. Sealed-Bid Auction of Dutch Mussels: Statistical Analysis
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (3)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2007) Downloads View citations (3)
  4. Simulation Experiments in Practice: Statistical Design and Regression Analysis
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2007) Downloads
    Other publications TiSEM, Tilburg University, School of Economics and Management (2007) Downloads
    Discussion Paper, Tilburg University, Center for Economic Research (2007) Downloads
  5. Statistical Testing of Optimality Conditions in Multiresponse Simulation-based Optimization (Revision of 2005-81)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2007) Downloads

2006

  1. Generalized Response Surface Methodology: A New Metaheuristic
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2006) Downloads
  2. Optimization of Simulated Inventory Systems: OptQuest and Alternatives
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2006) Downloads View citations (2)
  3. Regression Models and Experimental Designs: A Tutorial for Simulation Analaysts
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2006) Downloads
  4. White Noise Assumptions Revisited: Regression Models and Statistical Designs for Simulation Practice
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (6)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2006) Downloads

2005

  1. Customized Sequential Designs for Random Simulation Experiments: Kriging Metamodelling and Bootstrapping
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2005) Downloads
    Other publications TiSEM, Tilburg University, School of Economics and Management (2004) Downloads View citations (2)
    Discussion Paper, Tilburg University, Center for Economic Research (2004) Downloads View citations (5)

    See also Journal Article Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping, European Journal of Operational Research, Elsevier (2008) Downloads View citations (18) (2008)
  2. Statistical Testing of Optimality Conditions in Multiresponse Simulation-Based Optimization (Replaced by Discussion Paper 2007-45)
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2005) Downloads

2004

  1. An Overview of the Design and Analysis of Simulation Experiments for Sensitivity Analysis
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2004) Downloads View citations (1)

    See also Journal Article An overview of the design and analysis of simulation experiments for sensitivity analysis, European Journal of Operational Research, Elsevier (2005) Downloads View citations (36) (2005)
  2. Design and Analysis of Monte Carlo Experiments
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (6)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2004) Downloads View citations (6)
  3. The Correct Kriging Variance Estimated by Bootstrapping
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2004) Downloads View citations (18)

    See also Journal Article The correct Kriging variance estimated by bootstrapping, Journal of the Operational Research Society, Palgrave Macmillan (2006) Downloads View citations (36) (2006)

2003

  1. A User's Guide to the Brave New World of Designing Simulation Experiments
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2003) Downloads View citations (7)
  2. Application-driven Sequential Designs for Simulation Experiments: Kriging Metamodeling
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2003) Downloads

    See also Journal Article Application-driven sequential designs for simulation experiments: Kriging metamodelling, Journal of the Operational Research Society, Palgrave Macmillan (2004) Downloads View citations (29) (2004)
  3. Finding the Important Factors in Large Discrete-Event Simulation: Sequential Bifurcation and its Applications
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2003) Downloads
  4. Supply Chain Simulation: A Survey
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (4)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2003) Downloads View citations (4)

2002

  1. Response Surface Methodology's Steepest Ascent and Step Size Revisited
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2002) Downloads View citations (2)

    See also Journal Article Response surface methodology's steepest ascent and step size revisited, European Journal of Operational Research, Elsevier (2004) Downloads View citations (7) (2004)
  2. Statistical Analysis of Random Simulations: Bootstrap Tutorial
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (1)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2002) Downloads View citations (1)

2001

  1. Deterministic versus Stochastic Sensitivity Analysis in Investment Problems: An Environmental Case Study
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2001) Downloads View citations (1)

    See also Journal Article Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study, European Journal of Operational Research, Elsevier (2002) Downloads View citations (7) (2002)
  2. Experimental Design for Sensitivity Analysis of Simulation Models
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2001) Downloads
  3. Kriging for Interpolation in Random Simulation
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (4)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2001) Downloads View citations (4)

    See also Journal Article Kriging for interpolation in random simulation, Journal of the Operational Research Society, Palgrave Macmillan (2003) Downloads View citations (39) (2003)
  4. Optimization Versus Robustness in Simulation: A Practical Methodology, With a Production-Management Case-Study
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2001) Downloads
  5. Sealed-Bid Auctions: Case Study
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (2001) Downloads View citations (1)
  6. Sensitivity Analysis of Censored Output Through Polynomial, Logistic and Tobit Regression Meta-Models: Theory and Case Study
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (3)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2001) Downloads View citations (3)

2000

  1. Measuring the Quality of Publications: New Methodology and Case Study
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (7)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2000) Downloads View citations (8)
  2. Short-Term Robustness of Production Management Systems: New Methodology
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (2000) Downloads

1999

  1. Optimal design of experiments with simulation models of nearly saturated queues
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1999) Downloads
  2. Validation of Models: Statistical Techniques and Data Availability
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (12)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1999) Downloads View citations (11)

1998

  1. Customized Pull Systems for Single-Product Flow Lines
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1998) Downloads
  2. Maximizing the simulation output: A competition
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
  3. New species of hybrid pull systems
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1998) Downloads View citations (2)
  4. Short-term robustness of production management systems
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1998) Downloads View citations (1)
  5. Validation of Simulation, With and Without Real Data
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (4)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1998) Downloads View citations (4)

1997

  1. A Methodology for Fitting and Validating Metamodels in Simulation
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (4)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1997) Downloads View citations (2)

    See also Journal Article A methodology for fitting and validating metamodels in simulation, European Journal of Operational Research, Elsevier (2000) Downloads View citations (69) (2000)
  2. Configuring a pull production control strategy through a generic model
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1997) Downloads
  3. Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1997) Downloads View citations (1)
  4. New entrants and the role of information technology: Case study: The Tele-Flower Auction in The Netherlands
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)

1996

  1. Improved design of queuing simulation experiments with highly heteroscedastic responses
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1996) Downloads

    See also Journal Article Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses, Operations Research, INFORMS (1999) Downloads View citations (14) (1999)
  2. Validation of Simulation Models: Regression Analysis Revisited
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (4)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1996) Downloads

1995

  1. Optimal design of simulation experiments with nearly saturated queues
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1995) Downloads
  2. Optimization and Sensitivity Analysis of Computer Similation Models by the Score Function Method
    Working Papers, Tilburg - Center for Economic Research
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1995) Downloads
    Other publications TiSEM, Tilburg University, School of Economics and Management (1995) Downloads

    See also Journal Article Optimization and sensitivity analysis of computer simulation models by the score function method, European Journal of Operational Research, Elsevier (1996) Downloads View citations (8) (1996)
  3. Sensitivity analysis and optimization of system dynamics models: Regression analysis and statistical design of experiments
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (23)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1995) Downloads View citations (28)
  4. Sensitivity analysis and related analysis: A survey of statistical techniques
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1995) Downloads View citations (1)
  5. Statistical validation of simulation models: A case study
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (8)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1995) Downloads View citations (12)

1994

  1. Identifying the important factors in simulation models with many factors
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (5)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1994) Downloads View citations (5)
    Research Memorandum, Tilburg University, School of Economics and Management (1991) Downloads View citations (4)
    Other publications TiSEM, Tilburg University, School of Economics and Management (1991) Downloads View citations (4)
  2. Monte Carlo sampling and variance reduction techniques
    Discussion Paper, Tilburg University, Center for Economic Research Downloads View citations (1)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1994) Downloads View citations (1)
  3. Two-stage versus sequential sample-size determination in regression analysis of simulation experiments
    Discussion Paper, Tilburg University, Center for Economic Research Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1992) Downloads View citations (4)
    Other publications TiSEM, Tilburg University, School of Economics and Management (1992) Downloads
    Other publications TiSEM, Tilburg University, School of Economics and Management (1994) Downloads

1992

  1. Validation of simulation models: Mine-hunting case-study
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1992) Downloads View citations (1)
  2. Verification and validation of models
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1992) Downloads
  3. Verification and validation of simulation models
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1992) Downloads

    See also Journal Article Verification and validation of simulation models, European Journal of Operational Research, Elsevier (1995) Downloads View citations (79) (1995)

1991

  1. Sensitivity analysis of simulation experiments: Tutorial on regression analysis and statistical design
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1991) Downloads

1990

  1. Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1990) Downloads View citations (2)

    See also Journal Article Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs, European Journal of Operational Research, Elsevier (1992) Downloads View citations (11) (1992)
  2. Regression metamodels for simulation with common random numbers: Comparison of techniques
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1990) Downloads
  3. Sensitivity analysis of simulation experiments: Regression analysis and statistical design
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1990) Downloads

    See also Journal Article Sensitivity analysis of simulation experiments: regression analysis and statistical design, Mathematics and Computers in Simulation (MATCOM), Elsevier (1992) Downloads View citations (19) (1992)
  4. Statistics and deterministic simulation models: Why not?
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1990) Downloads View citations (1)
  5. Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1990) Downloads View citations (2)
  6. Vector computers, Monte Carlo simulation, and regression analysis: An introduction (Version 2)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1990) Downloads

1989

  1. Pseudorandom number generation on supercomputers
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1989) Downloads View citations (2)
  2. Pseudorandom number generators revisited
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1989) Downloads View citations (2)
  3. Supercomputers, Monte Carlo simulation and regression analysis
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1989) Downloads

1988

  1. Analyzing simulation experiments with common random number, part II: Rao's approach
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1988) Downloads
  2. Measurement scales and resolution IV designs: A note (Version 3)
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1988) Downloads
  3. Regression sampling in statistical auditing
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1988) Downloads
  4. Sampling for quality inspection and correction: AOQL performance criteria (Version 3)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1986) Downloads
    Research Memorandum, Tilburg University, School of Economics and Management (1988) Downloads
    Other publications TiSEM, Tilburg University, School of Economics and Management (1986) Downloads

    See also Journal Article Sampling for quality inspection and correction: AOQL performance criteria, European Journal of Operational Research, Elsevier (1992) Downloads (1992)
  5. Simulation and optimization in production planning: A case study (Version 2)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1988) Downloads View citations (1)

1987

  1. A DSS for production planning: A case study including simulation and optimization
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1987) Downloads
  2. Simulatie
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads

1986

  1. Analyzing simulation experiments with common random numbers (Part I, 2nd rev. and expanded version)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1986) Downloads
  2. Decision Support Systems (DSS), en de kleren van de keizer
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1986) Downloads
  3. Experimental design and regression analysis in simulation: An FMS case study
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1986) Downloads View citations (1)

    See also Journal Article Experimental design and regression analysis in simulation: An FMS case study, European Journal of Operational Research, Elsevier (1988) Downloads View citations (17) (1988)
  4. Jackknifing estimated weighted least squares
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1986) Downloads
  5. Regression analysis of factoral designs with sequential replication
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1986) Downloads

1985

  1. A scenario for sequential experimentation
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1985) Downloads
  2. Regression analysis of simulation experiments: Functional software specification
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1985) Downloads
  3. Selecting random number seeds in practice
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1985) Downloads
  4. Simulation with too many factors: Review of random and group-screening designs
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1985) Downloads

    See also Journal Article Simulation with too many factors: review of random and group-screening designs, European Journal of Operational Research, Elsevier (1987) Downloads (1987)
  5. Testing the mean of an asymmetric population: Johnson's modified t test revisited
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1985) Downloads
  6. Variance heterogeneity in experimental design
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1985) Downloads View citations (2)

1984

  1. Efficient estimation of power functions
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1984) Downloads
  2. Superefficient estimation of power functions in simulation experiments
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1984) Downloads View citations (2)
  3. The power of weighted and ordinary least squares with estimated unequal variances in experimental design
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1984) Downloads

1983

  1. On the interpretation of variables
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1983) Downloads
  2. Regression analysis: Assumptions, alternatives, applications
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1983) Downloads
  3. Statistical analysis of steady-state simulations: Survey of recent progress
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1983) Downloads

    See also Journal Article Statistical analysis of steady-state simulations: survey of recent progress, European Journal of Operational Research, Elsevier (1984) Downloads View citations (4) (1984)

1982

  1. Design of simulation experiments
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1982) Downloads
  2. Regression metamodel summarization of model behaviour
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1982) Downloads

1981

  1. Cross-validation using the t statistic
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1981) Downloads View citations (2)

    See also Journal Article Cross-validation using the t statistic, European Journal of Operational Research, Elsevier (1983) Downloads View citations (11) (1983)
  2. Regression analysis for simulation practitioners
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1981) Downloads View citations (1)
  3. Statistical aspects of simulation: An updated survey
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1981) Downloads View citations (2)

    See also Journal Article Statistical aspects of simulation: an updated survey*, Statistica Neerlandica, Netherlands Society for Statistics and Operations Research (1982) Downloads (1982)

1979

  1. Analysis of simulation with common random numbers: A note on Heikes et al. (1976) (Version 2)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
  2. Simulation in the evaluation of management information systems: An overview and evaluation
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1979) Downloads
  3. Small-jobs-first: A combined queuing, simulation, and regression analysis
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1979) Downloads

1978

  1. Economic framework for information systems
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1978) Downloads
  2. Importance sampling in systems simulation: A practical failure?
    Research Memorandum, Tilburg University, School of Economics and Management Downloads View citations (2)
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1978) Downloads View citations (2)
  3. Scoring methods, multiple criteria, and utility analysis
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1978) Downloads
  4. The role of statistical methodology in simulation
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1978) Downloads
  5. Timeliness of information: A basic model
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1978) Downloads

1977

  1. Generalizations of simulation results: Practicality of statistical methods (Part one)
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1977) Downloads
  2. Generalizing simulation results through metamodels
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
  3. Minimizing waiting times using priority classes: A case study in response surface methodology
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (2)
  4. Operations research and computers
    Research Memorandum, Tilburg University, School of Economics and Management Downloads
    Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1977) Downloads
  5. Regression estimators in simulation
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads View citations (1)
    Also in Research Memorandum, Tilburg University, School of Economics and Management (1977) Downloads View citations (1)

1976

  1. "Information economics": Inleiding en kritiek
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
  2. Computers and operations research: A survey
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads

1975

  1. De rol van simulatie in de algemene econometrie
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
  2. Quantile estimation in regenerative simulation: A case study
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads

1969

  1. Een toepassing van "importance sampling"
    Other publications TiSEM, Tilburg University, School of Economics and Management Downloads
    See also Journal Article Een toepassing van “importance sampling”, Statistica Neerlandica, Netherlands Society for Statistics and Operations Research (1968) Downloads (1968)

Journal Articles

2022

  1. Statistical Tests for Cross-Validation of Kriging Models
    INFORMS Journal on Computing, 2022, 34, (1), 607-621 Downloads View citations (6)
    See also Working Paper Statistical Tests for Cross-Validation of Kriging Models, Discussion Paper (2019) Downloads View citations (2) (2019)

2018

  1. Efficient global optimisation for black-box simulation via sequential intrinsic Kriging
    Journal of the Operational Research Society, 2018, 69, (11), 1725-1737 Downloads View citations (1)
    See also Working Paper Efficient Global Optimization for Black-Box Simulation via Sequential Intrinsic Kriging, Discussion Paper (2015) Downloads (2015)
  2. Stochastic intrinsic Kriging for simulation metamodeling
    Applied Stochastic Models in Business and Industry, 2018, 34, (3), 322-337 Downloads View citations (2)
    See also Working Paper Stochastic Intrinsic Kriging for Simulation Metamodelling, Discussion Paper (2015) Downloads View citations (2) (2015)

2017

  1. Comment on Park et al.’s “Robust Kriging in computer experiments”
    Journal of the Operational Research Society, 2017, 68, (6), 739-740 Downloads
  2. Regression and Kriging metamodels with their experimental designs in simulation: A review
    European Journal of Operational Research, 2017, 256, (1), 1-16 Downloads View citations (25)
    See also Working Paper Regression and Kriging Metamodels with Their Experimental Designs in Simulation: Review, Discussion Paper (2015) Downloads View citations (2) (2015)

2016

  1. Robust dual-response optimization
    IISE Transactions, 2016, 48, (3), 298-312 Downloads View citations (2)

2015

  1. Classic Kriging versus Kriging with bootstrapping or conditional simulation: classic Kriging’s robust confidence intervals and optimization
    Journal of the Operational Research Society, 2015, 66, (11), 1804-1814 Downloads View citations (4)

2014

  1. Factor screening for simulation with multiple responses: Sequential bifurcation
    European Journal of Operational Research, 2014, 237, (1), 136-147 Downloads View citations (14)
    See also Working Paper Factor Screening For Simulation With Multiple Responses: Sequential Bifurcation, Other publications TiSEM (2013) Downloads View citations (2) (2013)
  2. Multivariate versus univariate Kriging metamodels for multi-response simulation models
    European Journal of Operational Research, 2014, 236, (2), 573-582 Downloads View citations (9)
  3. Simulation-optimization via Kriging and bootstrapping: a survey
    Journal of Simulation, 2014, 8, (4), 241-250 Downloads

2013

  1. Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations
    Journal of the Operational Research Society, 2013, 64, (5), 708-717 Downloads View citations (2)
    See also Working Paper Monotonicity-preserving bootstrapped kriging metamodels for expensive simulations, Other publications TiSEM (2013) Downloads View citations (2) (2013)

2012

  1. Expected improvement in efficient global optimization through bootstrapped kriging
    Journal of Global Optimization, 2012, 54, (1), 59-73 Downloads View citations (15)

2011

  1. Methodology for determining the acceptability of system designs in uncertain environments
    European Journal of Operational Research, 2011, 209, (2), 176-183 Downloads View citations (4)
    See also Working Paper Methodology for determining the acceptability of system designs in uncertain environments, Other publications TiSEM (2011) Downloads View citations (4) (2011)
  2. Sealed-bid auction of Netherlands mussels: Statistical analysis
    International Journal of Production Economics, 2011, 132, (1), 154-161 Downloads View citations (3)

2010

  1. Constrained optimization in expensive simulation: Novel approach
    European Journal of Operational Research, 2010, 202, (1), 164-174 Downloads View citations (29)
  2. Robust optimization in simulation: Taguchi and Response Surface Methodology
    International Journal of Production Economics, 2010, 125, (1), 52-59 Downloads View citations (21)
    See also Working Paper Robust optimization in simulation: Taguchi and Response Surface Methodology, Other publications TiSEM (2010) Downloads View citations (21) (2010)

2009

  1. Kriging metamodeling in simulation: A review
    European Journal of Operational Research, 2009, 192, (3), 707-716 Downloads View citations (95)
    See also Working Paper Kriging Metamodeling in Simulation: A Review, Other publications TiSEM (2007) Downloads View citations (2) (2007)
  2. Response surface methodology with stochastic constraints for expensive simulation
    Journal of the Operational Research Society, 2009, 60, (6), 735-746 Downloads View citations (4)
  3. Statistical testing of optimality conditions in multiresponse simulation-based optimization
    European Journal of Operational Research, 2009, 199, (2), 448-458 Downloads View citations (11)

2008

  1. Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping
    European Journal of Operational Research, 2008, 186, (3), 1099-1113 Downloads View citations (18)
    See also Working Paper Customized Sequential Designs for Random Simulation Experiments: Kriging Metamodelling and Bootstrapping, Other publications TiSEM (2005) Downloads (2005)

2006

  1. Bootstrapping to solve the limited data problem in production control: an application in batch process industries
    Journal of the Operational Research Society, 2006, 57, (1), 2-9 Downloads View citations (11)
  2. Response surface methodology's steepest ascent and step size revisited: Correction
    European Journal of Operational Research, 2006, 170, (2), 664-666 Downloads View citations (2)
  3. The correct Kriging variance estimated by bootstrapping
    Journal of the Operational Research Society, 2006, 57, (4), 400-409 Downloads View citations (36)
    See also Working Paper The Correct Kriging Variance Estimated by Bootstrapping, Other publications TiSEM (2004) Downloads View citations (2) (2004)
  4. Validation of regression metamodels in simulation: Bootstrap approach
    European Journal of Operational Research, 2006, 170, (1), 120-131 Downloads View citations (27)

2005

  1. An overview of the design and analysis of simulation experiments for sensitivity analysis
    European Journal of Operational Research, 2005, 164, (2), 287-300 Downloads View citations (36)
    See also Working Paper An Overview of the Design and Analysis of Simulation Experiments for Sensitivity Analysis, Other publications TiSEM (2004) Downloads View citations (1) (2004)
  2. Operations Research 2004 Meritorious Service Award Recipients and Appreciation to 2004 Referees
    Operations Research, 2005, 53, (5), 889-889 Downloads
  3. Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments
    European Journal of Operational Research, 2005, 165, (3), 826-834 Downloads View citations (21)

2004

  1. Application-driven sequential designs for simulation experiments: Kriging metamodelling
    Journal of the Operational Research Society, 2004, 55, (8), 876-883 Downloads View citations (29)
    See also Working Paper Application-driven Sequential Designs for Simulation Experiments: Kriging Metamodeling, Discussion Paper (2003) Downloads (2003)
  2. Response surface methodology's steepest ascent and step size revisited
    European Journal of Operational Research, 2004, 159, (1), 121-131 Downloads View citations (7)
    See also Working Paper Response Surface Methodology's Steepest Ascent and Step Size Revisited, Other publications TiSEM (2002) Downloads (2002)

2003

  1. Kriging for interpolation in random simulation
    Journal of the Operational Research Society, 2003, 54, (3), 255-262 Downloads View citations (39)
    See also Working Paper Kriging for Interpolation in Random Simulation, Other publications TiSEM (2001) Downloads View citations (4) (2001)
  2. Performance metrics in supply chain management
    Journal of the Operational Research Society, 2003, 54, (5), 507-514 Downloads View citations (45)
  3. Sensitivity analysis by experimental design and metamodelling: Case study on simulation in national animal disease control
    European Journal of Operational Research, 2003, 146, (3), 433-443 Downloads View citations (12)
  4. Short-term robustness of production management systems: A case study
    European Journal of Operational Research, 2003, 148, (2), 452-465 Downloads View citations (7)

2002

  1. Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study
    European Journal of Operational Research, 2002, 141, (1), 8-20 Downloads View citations (7)
    See also Working Paper Deterministic versus Stochastic Sensitivity Analysis in Investment Problems: An Environmental Case Study, Other publications TiSEM (2001) Downloads (2001)

2001

  1. A methodology to customize pull control systems
    Journal of the Operational Research Society, 2001, 52, (7), 789-799 Downloads View citations (7)
  2. Ethical issues in modeling: Some reflections
    European Journal of Operational Research, 2001, 130, (1), 223-230 Downloads View citations (7)
  3. Validation of Trace-Driven Simulation Models: Bootstrap Tests
    Management Science, 2001, 47, (11), 1533-1538 Downloads View citations (8)
  4. Validation of simulation model for robotic milking barn design
    European Journal of Operational Research, 2001, 134, (3), 677-688 Downloads View citations (6)

2000

  1. A methodology for fitting and validating metamodels in simulation
    European Journal of Operational Research, 2000, 120, (1), 14-29 Downloads View citations (69)
    See also Working Paper A Methodology for Fitting and Validating Metamodels in Simulation, Discussion Paper (1997) Downloads View citations (4) (1997)

1999

  1. Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses
    Operations Research, 1999, 47, (5), 762-777 Downloads View citations (14)
    See also Working Paper Improved design of queuing simulation experiments with highly heteroscedastic responses, Other publications TiSEM (1996) Downloads (1996)

1998

  1. Validation of Trace-Driven Simulation Models: A Novel Regression Test
    Management Science, 1998, 44, (6), 812-819 Downloads View citations (15)

1997

  1. Searching for important factors in simulation models with many factors: Sequential bifurcation
    European Journal of Operational Research, 1997, 96, (1), 180-194 Downloads View citations (38)

1996

  1. Optimization and sensitivity analysis of computer simulation models by the score function method
    European Journal of Operational Research, 1996, 88, (3), 413-427 Downloads View citations (8)
    See also Working Paper Optimization and Sensitivity Analysis of Computer Similation Models by the Score Function Method, Working Papers (1995) (1995)

1995

  1. Statistical validation of simulation models
    European Journal of Operational Research, 1995, 87, (1), 21-34 Downloads View citations (11)
  2. Verification and validation of simulation models
    European Journal of Operational Research, 1995, 82, (1), 145-162 Downloads View citations (79)
    See also Working Paper Verification and validation of simulation models, Research Memorandum (1992) Downloads (1992)

1992

  1. Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs
    European Journal of Operational Research, 1992, 59, (3), 405-412 Downloads View citations (11)
    See also Working Paper Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs, Other publications TiSEM (1990) Downloads (1990)
  2. Pseudorandom number generators for supercomputers and classical computers: A practical introduction
    European Journal of Operational Research, 1992, 63, (1), 76-85 Downloads
  3. Regression Metamodels for Simulation with Common Random Numbers: Comparison of Validation Tests and Confidence Intervals
    Management Science, 1992, 38, (8), 1164-1185 Downloads View citations (30)
  4. Sampling for quality inspection and correction: AOQL performance criteria
    European Journal of Operational Research, 1992, 62, (3), 372-379 Downloads
    See also Working Paper Sampling for quality inspection and correction: AOQL performance criteria (Version 3), Other publications TiSEM (1988) Downloads (1988)
  5. Sensitivity analysis of simulation experiments: regression analysis and statistical design
    Mathematics and Computers in Simulation (MATCOM), 1992, 34, (3), 297-315 Downloads View citations (19)
    See also Working Paper Sensitivity analysis of simulation experiments: Regression analysis and statistical design, Research Memorandum (1990) Downloads (1990)
  6. Vector Computers, Monte Carlo Simulation and Regression Analysis: An Introduction
    Management Science, 1992, 38, (2), 170-181 Downloads View citations (4)

1989

  1. Regression Sampling in Statistical Auditing: A Practical Survey and Evaluation
    Statistica Neerlandica, 1989, 43, (4), 193-209 Downloads View citations (6)

1988

  1. Analyzing Simulation Experiments with Common Random Numbers
    Management Science, 1988, 34, (1), 65-74 Downloads View citations (7)
  2. Experimental design and regression analysis in simulation: An FMS case study
    European Journal of Operational Research, 1988, 33, (3), 257-261 Downloads View citations (17)
    See also Working Paper Experimental design and regression analysis in simulation: An FMS case study, Research Memorandum (1986) Downloads View citations (1) (1986)

1987

  1. Simulation with too many factors: review of random and group-screening designs
    European Journal of Operational Research, 1987, 31, (1), 31-36 Downloads
    See also Working Paper Simulation with too many factors: Review of random and group-screening designs, Other publications TiSEM (1985) Downloads (1985)

1984

  1. Statistical analysis of steady-state simulations: survey of recent progress
    European Journal of Operational Research, 1984, 17, (2), 150-162 Downloads View citations (4)
    See also Working Paper Statistical analysis of steady-state simulations: Survey of recent progress, Other publications TiSEM (1983) Downloads (1983)

1983

  1. Cross-validation using the t statistic
    European Journal of Operational Research, 1983, 13, (2), 133-141 Downloads View citations (11)
    See also Working Paper Cross-validation using the t statistic, Other publications TiSEM (1981) Downloads View citations (2) (1981)

1982

  1. Statistical aspects of simulation: an updated survey*
    Statistica Neerlandica, 1982, 36, (4), 165-186 Downloads
    See also Working Paper Statistical aspects of simulation: An updated survey, Research Memorandum (1981) Downloads View citations (2) (1981)
  2. Testing independence of simulation subruns: a note on the power of the Von Neumann test
    European Journal of Operational Research, 1982, 9, (1), 92-93 Downloads

1980

  1. Information Systems in Management Science---Bayesian Information Economics: An Evaluation
    Interfaces, 1980, 10, (3), 93-97 Downloads View citations (2)

1979

  1. Communication--An Extension of Gitlow's Methodology for Designing Abortion Clinics
    Management Science, 1979, 25, (4), 408-408 Downloads View citations (1)
  2. Evaluation of management information systems
    Omega, 1979, 7, (6), 539-543 Downloads
  3. Generalization of simulation results practicality of statistical methods
    European Journal of Operational Research, 1979, 3, (1), 50-64 Downloads View citations (13)

1978

  1. Communication: Reply to Fox and Schruben
    Management Science, 1978, 24, (16), 1772-1774 Downloads

1975

  1. A Comment on Blanning's “Metamodel for Sensitivity Analysis: The Regression Metamodel in Simulation”
    Interfaces, 1975, 5, (3), 21-23 Downloads View citations (7)
  2. Antithetic Variates, Common Random Numbers and Optimal Computer Time Allocation in Simulation
    Management Science, 1975, 21, (10), 1176-1185 Downloads View citations (6)

1972

  1. The Use of Multiple Ranking Procedures to Analyze Simulations of Management Systems: A Tutorial
    Management Science, 1972, 18, (6), B245-B257 Downloads

1968

  1. Een toepassing van “importance sampling”
    Statistica Neerlandica, 1968, 22, (3), 179-198 Downloads
    See also Working Paper Een toepassing van "importance sampling", Other publications TiSEM (1969) Downloads (1969)

Books

2015

  1. Design and Analysis of Simulation Experiments
    International Series in Operations Research and Management Science, Springer View citations (45)
    Also in International Series in Operations Research and Management Science, Springer (2008) View citations (74)

Chapters

2015

  1. Classic Assumptions Versus Simulation Practice
    Springer View citations (1)
  2. Classic Regression Metamodels and Their Designs
    Springer
  3. Introduction
    Springer
  4. Kriging Metamodels and Their Designs
    Springer View citations (2)
  5. Response Surface Methodology
    Springer View citations (312)
    See also Working Paper Response Surface Methodology, Tilburg University, Center for Economic Research (2014) Downloads (2014)
  6. Screening the Many Inputs of Realistic Simulation Models
    Springer
  7. Simulation Optimization
    Springer View citations (5)
    Also in Springer (2008)

2009

  1. Factor Screening in Simulation Experiments: Review of Sequential Bifurcation
    Springer View citations (8)

2008

  1. Classic assumptions revisited
    Springer
  2. Epilogue
    Springer
  3. Introduction
    Springer
  4. Kriging metamodels
    Springer
  5. Low-order polynomial regression metamodels and their designs: basics
    Springer
  6. Screening designs
    Springer
 
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