Details about Jack P.C. Kleijnen

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

Last updated 2008-09-02. Update your information in the RePEc Author Service.

Short-id: pkl58

Working Papers

2007

1. Kriging Metamodeling in Simulation: A Review
   Discussion Paper, Tilburg University, Center for Economic Research View citations
2. Screening Experiments for Simulation: A Review
   Discussion Paper, Tilburg University, Center for Economic Research
3. Sealed-Bid Auction of Dutch Mussels: Statistical Analysis
   Discussion Paper, Tilburg University, Center for Economic Research
4. Simulation Experiments in Practice: Statistical Design and Regression Analysis
   Discussion Paper, Tilburg University, Center for Economic Research
   Also in
   Discussion Paper, Tilburg University, Center for Economic Research (2007)
5. Statistical Testing of Optimality Conditions in Multiresponse Simulation-based Optimization (Revision of 2005-81)
   Discussion Paper, Tilburg University, Center for Economic Research

2006

6. Generalized response surface methodology: a new metaheuristic
   Discussion Paper, Tilburg University, Center for Economic Research
7. Optimization of simulated inventory systems: optquest and alternatives
   Discussion Paper, Tilburg University, Center for Economic Research
8. Regression models and experimental designs: a tutorial for simulation analysts
   Discussion Paper, Tilburg University, Center for Economic Research
9. White noise assumptions revisited: regression models and statistical designs for simulation practice
   Discussion Paper, Tilburg University, Center for Economic Research

2005

10. Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping
    Discussion Paper, Tilburg University, Center for Economic Research
    Also in
    Discussion Paper, Tilburg University, Center for Economic Research (2004) View citations
    See Also Journal Article in European Journal of Operational Research (2008)
11. Statitical testing of optimality conditions in multiresponse simulation-based optimization
    Discussion Paper, Tilburg University, Center for Economic Research

2004

12. An overview of the design and analysis of simulation experiments for sensitivity analysis
    Discussion Paper, Tilburg University, Center for Economic Research View citations
    See Also Journal Article in European Journal of Operational Research (2005)
13. Design and analysis of Monte Carlo experiments
    Discussion Paper, Tilburg University, Center for Economic Research View citations
14. The correct kriging variance estimated by bootstrapping
    Discussion Paper, Tilburg University, Center for Economic Research View citations

2003

15. A user's guide to the brave new world of designing simulation experiments
    Discussion Paper, Tilburg University, Center for Economic Research
16. Application-driven sequential designs for simulation experiments: kriging metamodeling
    Discussion Paper, Tilburg University, Center for Economic Research View citations
17. Finding the important factors in large discrete-event simulation: sequential bifurcation and its applications
    Discussion Paper, Tilburg University, Center for Economic Research
18. Supply chain simulation: a survey
    Discussion Paper, Tilburg University, Center for Economic Research

2002

19. Response surface methodology's steepest ascent and step size revisited
    Discussion Paper, Tilburg University, Center for Economic Research View citations
    See Also Journal Article in European Journal of Operational Research (2004)
20. Statistical analysis of random simulations:: bootstrap tutorial
    Discussion Paper, Tilburg University, Center for Economic Research

2001

21. Deterministic versus stochastic sensitivity analysis in investment problems: an environmental case study
    Discussion Paper, Tilburg University, Center for Economic Research
    See Also Journal Article in European Journal of Operational Research (2002)
22. Experimental design for sensitivity analysis of simulation models
    Discussion Paper, Tilburg University, Center for Economic Research
23. Kriging for interpolation in random simulation
    Discussion Paper, Tilburg University, Center for Economic Research
24. Optimization versus robustness in simulation: a practical methodology, with a production-management case-study
    Discussion Paper, Tilburg University, Center for Economic Research
25. Sealed-bid auctions: case study
    Discussion Paper, Tilburg University, Center for Economic Research
26. Sensitivity analysis of censored output through polynomial, logistic, and tobit regression meta-models: theory and case study
    Discussion Paper, Tilburg University, Center for Economic Research

2000

27. Measuring the quality of publications: new methodology and case study
    Discussion Paper, Tilburg University, Center for Economic Research
28. Short-term robustness of production management systems: new methodology
    Discussion Paper, Tilburg University, Center for Economic Research

1999

29. Validation of models: statistical techniques and data availability
    Discussion Paper, Tilburg University, Center for Economic Research

1998

30. Customized pull systems for single-product flow lines
    Discussion Paper, Tilburg University, Center for Economic Research View citations
31. Short-term robustness of production management systems
    Discussion Paper, Tilburg University, Center for Economic Research View citations
32. Validation of simulation, with and without real data
    Discussion Paper, Tilburg University, Center for Economic Research

1997

33. A methodology for fitting and validating metamodels in simulation
    Discussion Paper, Tilburg University, Center for Economic Research
    See Also Journal Article in European Journal of Operational Research (2000)
34. Experimental design for sensitivity analysis, optimization, and validation of simulation models
    Discussion Paper, Tilburg University, Center for Economic Research View citations

1996

35. Validation of simulation models: regression analysis revisited
    Discussion Paper, Tilburg University, Center for Economic Research View citations

1995

36. Optimization and Sensitivity Analysis of Computer Similation Models by the Score Function Method
    Working Papers, Tilburg - Center for Economic Research
    See Also Journal Article in European Journal of Operational Research (1996)
37. Sensitivity Analysis and Optimization of System Dynamics Models: Regression Analysis and Statistical Design of Experiments
    Discussion Paper, Tilburg University, Center for Economic Research View citations
38. Sensitivity analysis and related analysis: a survey of statistical techniques
    Research Memorandum, Tilburg University, Faculty of Economics and Business Administration View citations
39. Statistical validation of simulation models: a case study
    Discussion Paper, Tilburg University, Center for Economic Research

1994

40. Identifying the Important Factors in Simulation Models with Many Factors
    Discussion Paper, Tilburg University, Center for Economic Research View citations

Journal Articles

2008

1. Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping
   European Journal of Operational Research, 2008, 186, (3), 1099-1113 View citations
   See Also Working Paper (2005)

2006

2. Response surface methodology's steepest ascent and step size revisited: Correction
   European Journal of Operational Research, 2006, 170, (2), 664-666 View citations
3. Validation of regression metamodels in simulation: Bootstrap approach
   European Journal of Operational Research, 2006, 170, (1), 120-131 View citations

2005

4. An overview of the design and analysis of simulation experiments for sensitivity analysis
   European Journal of Operational Research, 2005, 164, (2), 287-300 View citations
   See Also Working Paper (2004)
5. Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments
   European Journal of Operational Research, 2005, 165, (3), 826-834 View citations

2004

6. Response surface methodology's steepest ascent and step size revisited
   European Journal of Operational Research, 2004, 159, (1), 121-131 View citations
   See Also Working Paper (2002)

2003

7. 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 View citations
8. Short-term robustness of production management systems: A case study
   European Journal of Operational Research, 2003, 148, (2), 452-465 View citations

2002

9. Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study
   European Journal of Operational Research, 2002, 141, (1), 8-20
   See Also Working Paper (2001)

2001

10. Ethical issues in modeling: Some reflections
    European Journal of Operational Research, 2001, 130, (1), 223-230
11. Validation of simulation model for robotic milking barn design
    European Journal of Operational Research, 2001, 134, (3), 677-688

2000

12. A methodology for fitting and validating metamodels in simulation
    European Journal of Operational Research, 2000, 120, (1), 14-29 View citations
    See Also Working Paper (1997)

1997

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

1996

14. Optimization and sensitivity analysis of computer simulation models by the score function method
    European Journal of Operational Research, 1996, 88, (3), 413-427 View citations
    See Also Working Paper (1995)

1995

15. Statistical validation of simulation models
    European Journal of Operational Research, 1995, 87, (1), 21-34 View citations
16. Verification and validation of simulation models
    European Journal of Operational Research, 1995, 82, (1), 145-162 View citations

1992

17. 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 View citations
18. Pseudorandom number generators for supercomputers and classical computers: A practical introduction
    European Journal of Operational Research, 1992, 63, (1), 76-85
19. Sampling for quality inspection and correction: AOQL performance criteria
    European Journal of Operational Research, 1992, 62, (3), 372-379

1988

20. Experimental design and regression analysis in simulation: An FMS case study
    European Journal of Operational Research, 1988, 33, (3), 257-261 View citations

1987

21. Simulation with too many factors: review of random and group-screening designs
    European Journal of Operational Research, 1987, 31, (1), 31-36

1984

22. Statistical analysis of steady-state simulations: survey of recent progress
    European Journal of Operational Research, 1984, 17, (2), 150-162

1983

23. Cross-validation using the t statistic
    European Journal of Operational Research, 1983, 13, (2), 133-141 View citations

1982

24. 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

1979

25. Generalization of simulation results practicality of statistical methods
    European Journal of Operational Research, 1979, 3, (1), 50-64 View citations