Details about Jack P.C. Kleijnen

Homepage:	http://center.uvt.nl/staff/kleijnen/
Workplace:	CentER for Economic Research, Universiteit van Tilburg, (more information at EDIRC)

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

Last updated 2009-09-07. Update your information in the RePEc Author Service.

Short-id: pkl58

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Working Papers

2009

1. Methodology for Determining the Acceptability of Given Designs in Uncertain Environments
   Discussion Paper, Tilburg University, Center for Economic Research
2. Sensitivity Analysis of Simulation Models
   Discussion Paper, Tilburg University, Center for Economic Research View citations

2008

3. Constrained Optimization in Simulation: A Novel Approach
   Discussion Paper, Tilburg University, Center for Economic Research
4. Design of Experiments: An Overview
   Discussion Paper, Tilburg University, Center for Economic Research
5. Robust Optimization in Simulation: Taguchi and Response Surface Methodology
   Discussion Paper, Tilburg University, Center for Economic Research View citations

2007

6. Kriging Metamodeling in Simulation: A Review
   Discussion Paper, Tilburg University, Center for Economic Research View citations
   See also Journal Article in European Journal of Operational Research (2009)
7. Screening Experiments for Simulation: A Review
   Discussion Paper, Tilburg University, Center for Economic Research
8. Sealed-Bid Auction of Dutch Mussels: Statistical Analysis
   Discussion Paper, Tilburg University, Center for Economic Research
9. 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)
10. Statistical Testing of Optimality Conditions in Multiresponse Simulation-based Optimization (Revision of 2005-81)
    Discussion Paper, Tilburg University, Center for Economic Research

2006

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

2005

15. 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)
16. Statitical testing of optimality conditions in multiresponse simulation-based optimization
    Discussion Paper, Tilburg University, Center for Economic Research
    See also Journal Article in European Journal of Operational Research (2009)

2004

17. 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)
18. Design and analysis of Monte Carlo experiments
    Discussion Paper, Tilburg University, Center for Economic Research View citations
19. The correct kriging variance estimated by bootstrapping
    Discussion Paper, Tilburg University, Center for Economic Research View citations

2003

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

2002

24. 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)
25. Statistical analysis of random simulations:: bootstrap tutorial
    Discussion Paper, Tilburg University, Center for Economic Research

2001

26. 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)
27. Experimental design for sensitivity analysis of simulation models
    Discussion Paper, Tilburg University, Center for Economic Research
28. Kriging for interpolation in random simulation
    Discussion Paper, Tilburg University, Center for Economic Research
29. Optimization versus robustness in simulation: a practical methodology, with a production-management case-study
    Discussion Paper, Tilburg University, Center for Economic Research
30. Sealed-bid auctions: case study
    Discussion Paper, Tilburg University, Center for Economic Research
31. 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

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

1999

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

1998

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

1997

38. 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)
39. Experimental design for sensitivity analysis, optimization, and validation of simulation models
    Discussion Paper, Tilburg University, Center for Economic Research View citations

1996

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

1995

41. 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)
42. 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
43. Sensitivity analysis and related analysis: a survey of statistical techniques
    Research Memorandum, Tilburg University, Faculty of Economics and Business Administration View citations
44. Statistical validation of simulation models: a case study
    Discussion Paper, Tilburg University, Center for Economic Research

1994

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

Journal Articles

2009

1. Kriging metamodeling in simulation: A review
   European Journal of Operational Research, 2009, 192, (3), 707-716 View citations
   See also Working Paper (2007)
2. Statistical testing of optimality conditions in multiresponse simulation-based optimization
   European Journal of Operational Research, 2009, 199, (2), 448-458
   See also Working Paper (2005)

2008

3. 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

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

2005

6. 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)
7. 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

8. 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

9. 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
10. Short-term robustness of production management systems: A case study
    European Journal of Operational Research, 2003, 148, (2), 452-465 View citations

2002

11. 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

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

2000

14. 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

15. 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

16. 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

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

1992

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

1988

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

1987

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

1984

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

1983

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

1982

26. 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

27. Evaluation of management information systems
    Omega, 1979, 7, (6), 539-543
28. Generalization of simulation results practicality of statistical methods
    European Journal of Operational Research, 1979, 3, (1), 50-64 View citations