Publications by Jack P.C. Kleijnen
Latest update: March 30, 2011
Publications with hyperlinks can be downloaded as PDF files.
Reprints of the other publications may be downloaded from Tilburg University's website.
Publications may also be accessed on the Social Sciences Research Network (SSRN).
Many papers have been presented at seminars, for which slides are available.
Additional notes and slides can be downloaded from the Course on Simulation.
Recently, the contribution on "design of experiments" was published on Elsevier's Scirus Topic Pages, which is an electronic encyclopedia like Wikipedia but allows contributions on invitation only.
On March 3, 2011 Elsevier posted "Reviewer Profile: Meet Professor Kleijnen"
Return to Kleijnen's home page
A. Recent working papers (submitted for publication)
WP3 Expected improvement in efficient global optimization through bootstrapped Kriging. (Together with W.C.M. van Beers and I. van Nieuwenhuyse) (posted Feb. 9, 2011)
WP2 Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations. (Together with W.C.M. van Beers) Supplementary material: appendixes 1 and 2 (revised version posted February 17, 2010)
WP1 Robust solutions for supply chain management: Simulation, optimization,and risk analysis. (Together with B. Bettonvil and F. Persson)
B. Publications
229 Sealed-bid auction of Dutch mussels: statistical analysis (Together with F.D.J. Van Schaik). International Journal of Production Economics (accepted) (revised version posted 8 October 2010) Long version
228 Robust optimization in simulation: Taguchi and Krige combined. (Together with G. Dellino and C. Meloni) INFORMS Journal on Computing (accepted 28 March 2011) Online Supplement (Paper posted 17 January 2011; Supplement posted 28 July 2010)
227 Variance reduction techniques in Monte Carlo methods. (Together with A.A.N. Ridder and R.Y. Rubinstein) Encyclopedia of Operations Research & Management Science 3rd Edition, edited by S. Gass and M. Fu (posted October 27, 2010) (Preprint: CentER Discussion Paper 2010-117)
226 An asymptotic test of optimality conditions in multiresponse simulation-based optimization. Also see Online companion (Together with E. Angun) INFORMS Journal on Computing (accepted September 26, 2010)
225 Methodology for determining the acceptability of system designs in uncertain environments. (Together with H. Pierreval and J. Zhang) European Journal of Operational Research, 209, 2011, pp. 176-183 Also see DOI and Online appendix.
224 Design and analysis of Monte Carlo experiments. Chapter III. 3 of Handbook of computational statistics; Volume I: concepts and fundamentals, second edition, edited by J.E. Gentle, W. Haerdle, and Y. Mori, Springer-Verlag, Heidelberg, Germany (also see 186, below)
223 Sensitivity analysis of simulation models (available since March 24, 2011) In: "Wiley Encyclopedia of Operations Research and Management Science", edited by J.J. Cochran, L.A. Cox, P. Keskinocak, J.P. Kharoufeh, and J.C. Smith, Wiley, New York
222 Design and Analysis of Computational Experiments: Overview. Chapter 3 (pp. 51-72) of Empirical methods for the analysis of optimization algorithms, edited by T. Bartz-Beielstein, M. Chiarandini, L. Paquete, and M.Preuss, Springer, 2010
221 Parametric and distribution-free bootstrapping in robust simulation-optimization (Together with G. Dellino and C. Meloni) Proceedings of the 2010 Winter Simulation Conference edited by B. Johansson, S. Jain, J. Montoya-Torres, J. Hugan, and E. Yucesan, pp. 1283- 1294
220 Ethical issues in engineering models: an operations researcher's reflections Science and Engineering Ethics (accepted April 2010) Also see 4-minute video (in Dutch), summary , and comment (summary and comment are in Dutch, published in Tilburg University's weekly bulletin "Univers", 11 and 18 March 2010, p. 20)
219 Robust optimization in simulation: Taguchi and Response Surface Methodology. (Together with G. Dellino and C. Meloni) International Journal of Production Economics , 125, no. 1, 2010, pp. 52-59 Online companion paper. Also see DOI
218 Constrained optimization in simulation: a novel approach. (Together with W. van Beers and I. van Nieuwenhuyse) European Journal of Operational Research, 202, 2010, pp. 164-174 Online appendix; also see DOI
217 Robust simulation-optimization using metamodels (Together with G. Dellino and C. Meloni) Proceedings of the 2009 Winter Simulation Conference, edited by M.D. Rossini, R.R. Hill, B. Johansson, A. Dunkin, and R.G. Ingalls, pp. 540-550
216 Robust simulation-optimization methodology (Together with G. Dellino and C. Meloni) Proceedings of the 2009 INFORMS Simulation Society Research Workshop, edited by L. H. Lee, M. E. Kuhl, J. W. Fowler, and S. Robinson
215 When is the design of a manufacturing system acceptable in the presence of uncertainty? (Together with Henri Pierreval and Jin Zhang) In: Proceedings of the 39th International Conference on Computers & Industrial Engineering (CIE39) Troyes (France), 6-8 July 2009
214 Statistical testing of optimality conditions in multiresponse simulation-based optimization. (Together with B. Bettonvil and E. del Castillo) European Journal of Operational Research, 199, no. 2, 1 December 2009, pp. 448-458 DOI
213 Factor screening in simulation experiments: review of sequential bifurcation. In Advancing the Frontiers of Simulation: A Festschrift in Honor of George S. Fishman , edited by C.Alexopoulos, D. Goldsman, and J. R. Wilson, Springer: 2009, New York, pp. 169-173
212 Design Of Experiments: Overview , Proceedings of the 2008 Winter Simulation Conference, edited by S. J. Mason, R. R. Hill, L. Moench, O. Rose, pp. 479-488
211. Response surface methodology with stochastic constraints for expensive simulation.(Together with E. Angun, D. den Hertog and G. Gurkan) Journal of the Operational Research Society , 2009, 60, pp. 735-746
210. Kriging metamodeling in simulation: a review European Journal of Operational Research, 192, no. 3, 1 February 2009, pp. 707-716
209.Response Surface Methodology for constrained simulation optimization: an overview.Simulation Modelling Practice and Theory, 16, 2008, pp. 50-64 Corrections
208. Design and Analysis of Simulation Experiments, Springer, 2008, 216 pages; corrections & additions, slides, and book review Chinese translation published by Publishing House of Electronics Industry, Beijing, 2010
207. Simulation experiments in practice: statistical design and regression analysis. Journal of Simulation, 2, no. 1, March 2008, pp. 19-27
206. Kriging metamodels in constrained simulation optimization: an explorative study. (Together with W.E. Biles, W.C.M. van Beers, and I. van Nieuwenhuyse) Proceedings of the 2007 Winter Simulation Conference, edited by S. G. Henderson, B. Biller, M.-H. Hsieh, J. Shortle, J. D. Tew, and R. R. Barton, pp. 355-362
205. Regression models and experimental designs: a tutorial for simulation analysts. Proceedings of the 2007 Winter Simulation Conference, edited by S. G. Henderson, B. Biller, M.-H. Hsieh, J. Shortle, J. D. Tew, and R. R. Barton, pp. 183-194
204. Risk analysis: frequentist and Bayesians unite! Proceedings of the 2007 INFORMS Simulation Society Research Workshop, edited by E. Yucesan, pp. 61-65
203. Cost-effective control of a quarantine disease: a quantitative exploration using "design of experiments" methodology and bio-economic modeling.. (Together with A. Breukers, W. van der Werf, M. Mourits, A. Oude Lansink) Phytopathology, 97, no. 8, 2007, pp. 945-957
202. Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping (Together with W.C.M. van Beers) European Journal of Operational Research 186, no. 3, 2008, pp. 1099-1113 DOI
201. Optimization of simulated systems: OptQuest and alternatives. (Together with J. Wan) Simulation Modelling Practice and Theory, 15, 2007, pp. 354-362 final version: DOI link . For details, see Working Paper
200. Response surface methodology's steepest ascent and step size revisited: correction. (Together with D. den Hertog and E. Angun). European Journal of Operational Research, 170, 2006, pp. 664-666.
199. White noise assumptions revisited: Regression metamodels and experimental designs for simulation practice. Proceedings of the 2006 Winter Simulation Conference,edited byL. F. Perrone, F. P. Wieland, J.Liu, B.G. Lawson, D. M. Nicol, and R.M.Fujimoto, pp. 107-117.
198. Validation of regression metamodels in simulation: Bootstrap approach. (Together with D. Deflandre). European Journal of Operational Research, 170, no. 1, 1 April 2006, pp. 120-131.
197. The correct Kriging variance estimated by bootstrapping . (Together with D. den Hertog and A.Y.D. Siem) Journal of the Operational Research Society , 57, no. 4, April 2006, pp. 400-409.
196.Screening for the important factors in large discrete-event simulation: sequential bifurcation and its applications. (Together with B.Bettonvil and F.Persson) In: Screening: Methods for experimentation in industry, drug discovery, and genetics , edited by A. Dean and S. Lewis, Springer-Verlag, New York, 2006, pp. 287-307.
195. Bootstrapping to solve the limited data problem in production control: an application in batch processing industries. (Together with C. Ivanescu, W. Bertrand, and J. Fransoo) Journal of the Operational Research Society, 57, no. 1, January 2006, pp. 2-9.
194. International collaborations in Web-based simulation: a focus on experimental design and optimization. (Together with W.E. Biles). Proceedings of the 2005 Winter Simulation Conference , eds. M. E. Kuhl, N. M. Steiger, F. B. Armstrong, and J. A. Joines, Institute of Electrical and Electronics Engineers, Piscataway, NJ, pp. 218-222
193. State-of-the-Art Review: A user's guide to the brave new world of designing simulation experiments. Also see Online Supplement. (Together with S.M. Sanchez,T.W. Lucas, and T.M. Cioppa) INFORMS Journal on Computing , 17, no. 3, Summer 2005, pp. 263-289
192. Het meten van de kwaliteit van publicaties: Hoeveel treffers? (Measuring the quality of publications: how many hits?) In: Toga's & baretten, Liber Amicorum voor Jan Oonincx, Koninklijke Militaire Academie, Breda, Netherlands (ISBN-10: 90 72391 268), pp. 61-68
191. Supply chain simulation tools and techniques: a survey. International Journal of Simulation & Process Modelling, 1, nos 1/2, 2005, pp. 82-89.
190. Robustness of Kriging when interpolating in random simulation with heterogeneous variances: some experiments . (Together with W.C.M. van Beers). European Journal of Operational Research 165, no. 3, 16 September 2005,pp. 826-834.
189. Invited review: An overview of the designand analysis of simulation experimentsforsensitivity analysis.European Journal of Operational Research, 164, no.2, 16 July2005, pp. 287-300.
188. 187. Application-driven sequential designs for simulation experiments:
Krigingmetamodeling (Together with W.C.M. van Beers) Journal of the Operational Research Society, 55, no. 9, August 2004, pp. 876-883.
186. Design and analysis of Monte Carlo experiments. Chapter III. 3 of
Handbook of computational statistics; Volume I: concepts and fundamentals , editedby J.E. Gentle, W.Haerdle, and Y.Mori, Springer, Berlin,2004, pp. 497-516.
185. Response surface methodology's steepest ascent and step sizerevisited.
(Together with D. den Hertog andE.Angun). European Journalof Operational Research 159, 2004, pp. 121-131.
184. Statistical analysis of random simulations: bootstrap tutorial (Together with D. Deflandre). Simulation News Europe,issue 38/39, December 2003, pp. 29-34
183. Performance metrics in supply chain management, (Together with M.T.
Smits). Journal of the Operational Research Society, 54, no. 5, 2003, pp. 507-514
182. Kriging for interpolation in random simulation. (Together with
W. Van Beers). Journal of the Operational ResearchSociety, 54, no. 3, 2003, pp. 255-262.
181. 180.
Sensitivityanalysis byexperimental design and metamodeling: case studyon simulation in national
animal disease control. (Togetherwith Antonie Vonk Noordegraaf and MirjamNielen).European Journal of Operational Research, 146, no. 3, May 2003, pp. 433-443.
179. Optimal facility allocation in arobotic milking barn. (Together with I. Halachmi, J.H.M. Metz, and S. Halachmi). Transactions of the American Society of Agricultural Engineers (ASAE), 45, no. 5, 2002, pp. 1539-1546.
178. Creating alternative electronic trading mechanisms in time-sensitive transaction markets (together with P. Ribbers, A.M. Fairchild, E. van Heck)
Chapter 7 in Trustin Electronic Commerce,edited by J.E.J. Prins, P.M.A.
Ribbers, H.C.A. van Tilburg, A.F.L. Veth, and J.G.L. van der Wees, Kluwer
Law International, The Hague, 2002, ISBN#90-411-1845-4, pp. 147- 170
177. Response surface methodology revisited. (Together withE.Angun, G. Gurkan and D. denHertog). Proceedings of the 2002 WinterSimulation Conference(edited by E. Yucesan, C.H. Chen, J.L. Snowdon and J.M. Charnes), pp. 377-383.
176. Deterministic versus stochastic sensitivity analysis in investment problems: an environmental case study.
(Together with W.J.H.van Groenendaal). European Journal of Operational Research, 141, no. 1, August 2002, pp. 8-20.
175. Sensitivityanalysis of censored output through polynomial,
logistic and tobit models: theory and case study. (Together with
Antonie Vonk Noordegraaf and Mirjam Nielen). Proceedings
of the 2001 Winter Simulation Conference (edited by B.A. Peters, J.S. Smith, D.J. Medeiros and M.W. Rohrer), pp. 486-491.
174. Panel session: education for simulation practice - five perspectives - research. Proceedingsof the2001 Winter Simulation Conference (edited by B.A. Peters, J.S. Smith, D.J. Medeiros and M.W. Rohrer), pp. 1576-1578.
173. Validation of trace-driven simulation models: bootstrapped tests.
(Together with R.C.H. Cheng and B. Bettonvil). Management Science, 47, no. 11, November 2001, pp.1533-1538.
172. Comments on M.C. Kennedy & A. O'Hagan's Bayesian calibration
of computer models?, Journal Royal Statistical Society, Series B, 63, Part 3, 2001, pp. 458-459
171. Validation of a simulation model for robotic milking barn design. (Together with I. Halachmi, A. Dzidic, J.H.M. Metz,
L. Speelman, and A.A. Dijkhuizen) European Journal of Operational Research, 134, no. 3, 2001, pp. 677-688.
170. A methodology to customize pull control systems. (Together with E.G.A. Gaury and H. Pierreval). Journal of
the Operational Research Society,52, 2001, pp. 789-799.
169. Experimental designs for
sensitivity analysis of simulation models. Proceedings of EUROSIM 2001 (edited by A.W. Heemink et al),
ISBN: 90-806441-1-0, 7pages.
168.Monte Carlo sampling and variance reduction techniques. (Together with R.Y. Rubinstein). Encyclopedia of Operations
Research and Management Science, Second edition, edited by Saul Gass and Carl Harris, Kluwer Academic Publishers, Boston, 2001,
pp. 524-526.(See also number 128).
167. Ethical issues in modeling: some reflections.
European Journal of Operational Research, 130, no.1, April 2001, pp. 223-230.
166. A Java-based simulation manager for web-based simulation. (Together with B.E. Biles
and C. Marr) Proceedings of the 2000 WinterSimulation Conference (editedby J.A.
Joines, R.R. Barton, K.Kang & P.A. Fishwick). pp. 1815-1822.
165. Strategic directions in verification, validation and accreditation research:
apersonal view. Proceedingsof the2000 Winter Simulation Conference (edited by J.A.Joines,
R.R.Barton, K.Kang & P.A. Fishwick), pp. 909-916.
164. Validation oftrace-driven simulationmodels: more onbootstrap tests. (Together with
Cheng, R.C.H., and Bettonvil. B.) Proceedings of the 2000 Winter Simulation Conference (edited by J.A. Joines, R.R. Barton,
K.Kang & P.A. Fishwick). pp. 882-892.
163. Simulatie. i-Catcher, 4, no. 3, October 2000, pp. 12-14.
162. An evolutionaryapproach to select a pull system among Kanban,Conwip, and
Hybrid. (Together with Gaury, E.G.A.and H.Pierreval) Journal of Intelligent
Manufacturing, 11, no. 2, April 2000, pp. 157-167.
161. Measuring the quality of publications: new methodology
and case study. (Togetherwith W. vanGroenendaal.) Information Processing & Management, 36, 2000,
pp. 551-570. (Unabridged version:
CentER Discussion Paper, no. 2000-37)
160. Screeningmethods.(Together with F. Campolongo and T.
Andres.)Chapter 4 in: Sensitivity Analysis, edited by A. Saltelli, K. Chan, and E.M. Scott, Wiley, Chichester (England), 2000
pp. 65-89.
159. Optimal design of experiments withsimulation models of nearly saturated queues.
(Together with R.C.H. Cheng and V.B. Melas.) Journal of Statistical Planning and Inference, 85, no. 1-2, 2000, pp. 19-26.
158. A methodology for the fitting and validation of metamodels in simulation. (Together with R.G. Sargent.) European Journal of Operational Research, 120, no.1, January
2000, pp. 14-29.
157. Designing customized pull production control systems. (Together with E.G.A Gaury
and H. Pierreval.) Proceedings of the 1999 ELA doctorateworkshop, pp. 59-74.
156. A Java-based simulation manager for
optimization and response surface methodology in multiple-response parallelsimulation. (Together with B.E. Biles)
Proceedings of the 1999 Winter Simulation Conference (edited by P.A. Farrington, H.B.Nembhard,
D.T.Sturrock, and G.W.Evans), pp. 513-517
155. Validation ofmodels: statisticaltechniques and data
availability. Proceedings of the
1999 Winter Simulation Conference(edited by P.A. Farrington, H.B. Nembhard,
D.T.Sturrock, and G.W.Evans), pp. 647-654
154. Maximizing the simulation output: a competition.
(Together with O. Pala.)Simulation, 73, no. 3, September 1999, pp. 168-173. (Preprinted in Kwantitatieve Methoden,
19, no. 59, 1998, pp. 5-14.)
153. Improveddesign of queueing simulation experiments with highly heteroscedastic responses. (Together with R.C.H. Cheng.) Operations Research, 47,no. 5,September-October 1999, pp. 762-777
152. Extending pull production control systems. (Together with E.G.A Gauryand H.
Pierreval.) Proceedings International Conference on Industrial Engineering and
production Management (IEPM'99),Book 2, 1999, pp. 433-442
151. Statistical analyses of scatter plots toidentifyimportant factors in large-scale simulations, 2: robustness of techniques.(Together with Jon Helton.) Reliability Engineering
and SystemsSafety, 65, no. 2, August 1999, pp. 187-197
150. 149. Statistical validation of simulation, including case studies. Validation of simulation
models, eds. C. van Dijkum, D. DeTombe, and E. van Kuijk, SISWO (Netherlands
Universities Institute forCoordination of Researchin Social Sciences), Publication
403, 1999, Amsterdam (ISBN-90-676-152-2), pp. 112-127
148. Identifying important factors in deterministic investment problems using design of
experiments. (Together with W. van Groenendaal.) Proceedings ofthe 1998 Winter
Simulation Conference (editedbyD.J. Medeiros, E.F. Watson, J.S. Carson, M.S.
Manivannan), pp. 713-718
147. Riskanalysis of robust system design. (Together with E.G.A. Gaury.) Proceedings of the
1998 Winter Simulation Conference (edited by D.J. Medeiros, E.F. Watson, J.S.
Carson,M.S. Manivannan), pp. 1533-1540
146. Bootstrapping and validation of metamodels in simulation. (Together with Ad J.
Feelders and Russell C.H. Cheng.) Proceedings of the 1998 Winter SimulationConference (edited by D.J. Medeiros, E.F. Watson, J.S. Carson, M.S. Manivannan), pp.
701-706
145. Information technology's role in teaching. i-Catcher, 2, no. 4, 1998, pp. 11-14
144. Bootstrapping and cross-validation of metamodels in simulation. SAMO, Second
International Symposium on Sensitivity Analysis of Model Output, edited by K. Chan,
S. Tarantola, and F. Campolongo, European Commission, Luxembourg, 1998.
143. Statistical theory on design of experiments, applied to simulation. SAMO,Second
InternationalSymposium on Sensitivity Analysis of Model Output, edited by K.Chan,
S. Tarantola, and F.Campolongo, European Commission, Luxembourg, 1998.
142. Experimental design for sensitivity analysis, optimization, and validation of simulation models. Chapter 6 in: Handbook of Simulation, edited by J. Banks, Wiley, New
York, 1998, ISBN# 0-471-13403-1,pp. 173-223
141.
Validation of trace-driven simulation models: a novel regression test. (Together with B. Bettonvil
and W. van Groenendaal). Management Science, 44, no. 6, June 1998,
pp. 812-819.
140. Modelisation et simulation pour l' evaluation et l'optimalisationde systemes de type
Kanban:une revue, (Modeling and simulation for the evaluation and optimization of
Kanban type systems) (Together with E.G..A Gaury and H. Pierreval.) MOSIM '97,
Actes de la PremiereConference Francophone, Modelisation et Simulation des
Systemes de Production et de Logistique, Hermes, Rouen, 5-6 June1997
139. New entrants and the role of information technology; case-study: the Tele Flower
Auction in the Netherlands. (Together with E. Van Heck, E. Van Damme, and P.
Ribbers.) Proceedings of the Thirtieth Hawaii International Conference on System
Sciences, Volume III; Information Systems Track; Organizational Systems and
Technology, edited by J.F. Nunamaker and R.H. Sprague, IEEE Computer Society
Press, Los Alamitos, California, 1997
138. On the assessment of economic risk: factorial design versus Monte Carlo methods.
(Together with W.J.H. Van Groenendaal) Reliability Engineering and Systems Safety,
57, 1997, pp. 91-102
137. Sensitivity analysis and related analyses: a review of some statistical techniques.
Journal Statistical Computation and Simulation, 57, nos. 1-4, 1997, pp. 111-142
136. Regression metamodels and design of experiments. (Together with W. Van Groenendaal) Proceedings of the 1996 Winter Simulation Conference (edited by J.M.
Charnes, D.J. Morrice, D.T. Brunner, and J.J. Swain), pp. 1433-1439
135. Validation of trace-driven simulation models: regression analysis revisited.(Together
with B. Bettonvil, and W. Van Groenendaal) Proceedings of the 1996 Winter Simulation Conference, edited by J.M. Charnes, D.J. Morrice, D.T. Brunnner, and J.J. Swain,
pp. 352-359
134. Five-stage Procedure for the Evaluation of Simulation Models through Statistical
Techniques. Proceedings of the 1996 Winter Simulation Conference, edited by J.M.
Charnes, D.J. Morrice, D.T. Brunner, and J.J. Swain, pp. 248-254
133. Searching for important factors in simulation models with many factors: sequential bifurcation. (Together with B. Bettonvil.) European Journal of Operational Research,
96, no. 1, January 1996, pp. 180-194
132. Reliability and Maintenance of Complex Systems, NATO ASI Series, Series F:
Computer and Systems Sciences, Volume 154, edited together with S. Ozekici,E.
Cinlar, F. Van der Duyn Schouten, N.Z.Singpurwalla, and R. Dekker, Springer-Verlag, Berlin, 1996
131. Simulation: sensitivity analysis and optimization through regression analysis and
experimental design. Reliability and Maintenance of Complex Systems,editedby S.Ozekici et al., Springer-Verlag, Berlin, 1996, pp. 429-441
130. Simulation: runlength selection andvariancereduction techniques. Reliability andMaintenance of Complex Systems,edited by S. Ozekici et al., Springer-Verlag, Berlin,
1996, pp. 411-428
129. Optimization and sensitivity analysis of computer simulation models by the score
function method. (Together with R.Y. Rubinstein.) European Journal of Operational
Research, 88, 1996, pp. 413-427
128. Monte Carlosampling andvariance reduction techniques. (Together with R.Y. Rubinstein.) Encyclopedia of Operations Research and Management Science, edited by Saul
Gass and Carl Harris, Kluwer Academic Publishers, Boston, 1996, pp. 405-407
127. Economic value of management information systems in agriculture: a review of in
evaluation approaches . (Together with J.A.A.M. Verstegen, R.B.M.Huirne, and A.A.
Dijkhuizen.) Computers and Electronics in Agriculture, 13, no.4, December 1995, pp.
273-288
126. Sensitivity analysis and optimization insimulation: design of experiments and case
studies. Proceedings of the 1995Winter Simulation Conference, edited by C. Alexopoulos, K. Kang, W.R. Lilegdon, and D. Goldsman, pp. 133-140
125.
Sensitivity analysis and optimization of system dynamics models:regression analysis
and statistical design of experiments. System Dynamics Review,11, no.4, 1995, pp.275-288
124 Two-stage versus sequential sample-size determination in regression analysis ofsimulation experiments. (Together with W. van Groenendaal.) American Journal of
Mathematical and Management Sciences, 15, nos. 1&2, 1995, pp. 83-114
123.
Case study: statistical validation of simulation models. European Journal of Operational Research, 87, no.1, November 1995, pp. 21-34
122. Verification and validation ofsimulation models. European JournalofOperational
Research, 82, no. 1, April 1995, pp. 145-162
121. "Hetgebruik van statistiek bijsimulatie: een inleiding." (The use of statistics simulation: an introduction.) Simulatie in Nederland: een stand van zaken, edited by C. van
Dijkum and D. de Tombe, SISWO Publikatie 384, Amsterdam, SISWO, 1994, pp. 31-40
120. Sensitivity analysis and optimizationof simulation models. Proceedings ofthe 1994
European SimulationSymposium, TheSociety forComputer Simulation, Book Order
Dept., P.O. Box 17900, Ca 92177, USA, pp. 3-8
119. Sensitivity analysis versus uncertainty analysis: when to use what? Predictability and nonlinear modelling in natural sciences and economics, edited by J Grasman and G.
van Straten, Kluwer, Dordrecht, The Netherlands, 1994, pp. 322-333. Preprinted in Kwantitatieve Methoden, 15,no. 45, February 1994,pp. 3-15
118. Simulation and optimization in production planning: a case study. Decision Support Systems, 9, 1993, pp. 269-280
117.
Sensitivity analysis and optimization of simulation experiments, including case studies. Eurosim - Simulation News Europe, no. 6, November 1992, pp. 5-7
116. Sensitivity analysis of simulation experiments: regression analysis and statistical
design. Mathematics and Computers in Simulation, 34, 1992, pp. 297-315
115. Pseudorandom number generators for supercomputers and classical computers: a
practical introduction. (Together with B. Annink.) European Journal of Operational
Research, 63, no. 1, November 1992, pp. 76-85
114. Sampling for quality inspection and correction: AOQL performance criteria. (Together
with J. Kriens, M.C.H.M. Lafleur and J.H.F. Pardoel.)European Journal of Operational Research, 62, no. 3, November 1992, pp. 372-379
113. Simulation: a statistical perspective (Together with W. van Groenendaal.) John Wiley,
Chichester (England), 1992, 241 pages
112. Regression metamodels for simulation with common random numbers: comparison of
validation tests and confidence intervals. Management Science, 38, no. 8,August
1992, pp. 1164-1185
111. Techniquesfor sensitivity analysis of simulation models: a case study of the CO2
greenhouse effect. (Together with G. van Ham and J. Rotmans.) Simulation, 58, no.6,
June 1992, pp. 410-417
110. A note on Wild and Pagnatiello's experimental design strategy. Simulation, 58, nol 6,
June 1992, pp. 393-394
109. Analysis and comparison of two strategies for multi-item inventory systems with joint
replenishment costs. (Together with M.J.G. van Eijs and R.J.M. Heuts.) European
Journal of Operational Research, 59, no. 3, June 1992, pp. 405-412
108. Vector computers, Monte Carlo simulation, and regression analysis: an introduction.
(Together with B. Annink.) Management Science, 38, no. 2, February 1992, pp. 170-181
107. Sensitivity analysis of simulation experiments: regression analysis and statistical
design. Simulation and optimization: Proceedingsof the International Workshop on
Computationally intensive Methods, edited by G. Pflug and U. Dieter, Springer-Verlag, Berlin, 1992, pp. 45-54
106. Supercomputers for Monte Carlo simulation: cross-validation versusRao's test in
multivariate regression. Bootstrapping and RelatedTechniques, edited by K.-H.
Jockel, G. Rothe, and W. Sendler,Springer-Verlag,Berlin, 1992, pp. 233-245
105. Variance heterogeneity in experimental design: a practical review. The Frontiers of
Statistical Computation,Simulation, & Modeling, editedby P.R. Nelson,American
Sciences Press, Inc., 1991,pp.43-56
104. Measurement scalesand resolution IV designs.(Together with B. Bettonvil.)American Journal of Mathematical and Management Sciences 10, nos. 3&4, 1990, pp.309-322
103. Statistics and deterministic simulation models: Why not? Proceedings of the 1990
Winter Simulation Conference, edited by O. Balci, pp. 344-346
102. Gevoeligheidsanalyse via metamodellen en proefopzetten, toegepast op het broeikassimulatiemodel IMAGE. (Sensitivity analysis through metamodels and experimental designs,applied tothe greenhouse simulation model IMAGE)(Together with G. van
Ham and J. Rotmans.). Kwantitatieve Methoden, 11, no. 35, October 1990, pp. 51-72,
83-86
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65. "Nieuwe wegen in managing computercentra: inleiding" (New ways in managing
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62. Experimentation with models: statistical design and analysis techniques. In: Progress
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61. Testing independence of simulation runs: a note on the power of the Von Neumann
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60. On hierarchical modeling. Communications ACM, 24, no. 11, Nov. 1981, pp. 774-775
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45. An extension of Gitlow's methodology for designing abortion clinics. Management
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