Jack P.C. Kleijnen

Names

Identifer

Contact

Affiliations

• Universiteit van Tilburg / School of Economics and Management / CentER Graduate School for Economics and Business
  • EDIRC entry
  • location:

Research profile

author of:

• Een toepassing van “importance sampling”
  Statistica Neerlandica, Netherlands Society for Statistics and Operations Research (1968)
  by J. P. C. Kleijnen
  (ReDIF-article, bla:stanee:v:22:y:1968:i:3:p:179-198)
• Statistical aspects of simulation: an updated survey
  Statistica Neerlandica, Netherlands Society for Statistics and Operations Research (1982)
  by Jack P.C. Kleijnen
  (ReDIF-article, bla:stanee:v:36:y:1982:i:4:p:165-186)
• Regression Sampling in Statistical Auditing: A Practical Survey and Evaluation
  Statistica Neerlandica, Netherlands Society for Statistics and Operations Research (1989)
  by J.P.C. Kleijnen & J. Kriens & H. Timmermans & H. van den Wildenberg
  (ReDIF-article, bla:stanee:v:43:y:1989:i:4:p:193-209)
• A methodology for fitting and validating metamodels in simulation
  European Journal of Operational Research, Elsevier (2000)
  by Kleijnen, Jack P. C. & Sargent, Robert G.
  (ReDIF-article, eee:ejores:v:120:y:2000:i:1:p:14-29)
• Cross-validation using the t statistic
  European Journal of Operational Research, Elsevier (1983)
  by Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:13:y:1983:i:2:p:133-141)
• Ethical issues in modeling: Some reflections
  European Journal of Operational Research, Elsevier (2001)
  by Kleijnen, J. P. C.
  (ReDIF-article, eee:ejores:v:130:y:2001:i:1:p:223-230)
• Validation of simulation model for robotic milking barn design
  European Journal of Operational Research, Elsevier (2001)
  by Halachmi, I. & Dzidic, A. & Metz, J. H. M. & Speelman, L. & Dijkhuizen, A. A. & Kleijnen, J. P. C.
  (ReDIF-article, eee:ejores:v:134:y:2001:i:3:p:677-688)
• Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study
  European Journal of Operational Research, Elsevier (2002)
  by Van Groenendaal, Willem J. H. & Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:141:y:2002:i:1:p:8-20)
• Sensitivity analysis by experimental design and metamodelling: Case study on simulation in national animal disease control
  European Journal of Operational Research, Elsevier (2003)
  by Vonk Noordegraaf, Antonie & Nielen, Mirjam & Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:146:y:2003:i:3:p:433-443)
• Short-term robustness of production management systems: A case study
  European Journal of Operational Research, Elsevier (2003)
  by Kleijnen, Jack P. C. & Gaury, Eric
  (ReDIF-article, eee:ejores:v:148:y:2003:i:2:p:452-465)
• Response surface methodology's steepest ascent and step size revisited
  European Journal of Operational Research, Elsevier (2004)
  by Kleijnen, Jack P. C. & den Hertog, Dick & Angun, Ebru
  (ReDIF-article, eee:ejores:v:159:y:2004:i:1:p:121-131)
• An overview of the design and analysis of simulation experiments for sensitivity analysis
  European Journal of Operational Research, Elsevier (2005)
  by Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:164:y:2005:i:2:p:287-300)
• Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments
  European Journal of Operational Research, Elsevier (2005)
  by Kleijnen, Jack P. C. & van Beers, Wim C. M.
  (ReDIF-article, eee:ejores:v:165:y:2005:i:3:p:826-834)
• Statistical analysis of steady-state simulations: survey of recent progress
  European Journal of Operational Research, Elsevier (1984)
  by Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:17:y:1984:i:2:p:150-162)
• Validation of regression metamodels in simulation: Bootstrap approach
  European Journal of Operational Research, Elsevier (2006)
  by Kleijnen, Jack P.C. & Deflandre, David
  (ReDIF-article, eee:ejores:v:170:y:2006:i:1:p:120-131)
• Response surface methodology's steepest ascent and step size revisited: Correction
  European Journal of Operational Research, Elsevier (2006)
  by Kleijnen, Jack P.C. & den Hertog, Dick & Angun, Ebru
  (ReDIF-article, eee:ejores:v:170:y:2006:i:2:p:664-666)
• Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping
  European Journal of Operational Research, Elsevier (2008)
  by van Beers, Wim C.M. & Kleijnen, Jack P.C.
  (ReDIF-article, eee:ejores:v:186:y:2008:i:3:p:1099-1113)
• Kriging metamodeling in simulation: A review
  European Journal of Operational Research, Elsevier (2009)
  by Kleijnen, Jack P.C.
  (ReDIF-article, eee:ejores:v:192:y:2009:i:3:p:707-716)
• Statistical testing of optimality conditions in multiresponse simulation-based optimization
  European Journal of Operational Research, Elsevier (2009)
  by Bettonvil, Bert & del Castillo, Enrique & Kleijnen, Jack P.C.
  (ReDIF-article, eee:ejores:v:199:y:2009:i:2:p:448-458)
• Constrained optimization in expensive simulation: Novel approach
  European Journal of Operational Research, Elsevier (2010)
  by Kleijnen, Jack P.C. & Beers, Wim van & Nieuwenhuyse, Inneke van
  (ReDIF-article, eee:ejores:v:202:y:2010:i:1:p:164-174)
• Methodology for determining the acceptability of system designs in uncertain environments
  European Journal of Operational Research, Elsevier (2011)
  by Kleijnen, Jack P.C. & Pierreval, Henri & Zhang, Jin
  (ReDIF-article, eee:ejores:v:209:y:2011:i:2:p:176-183)
• Multivariate versus univariate Kriging metamodels for multi-response simulation models
  European Journal of Operational Research, Elsevier (2014)
  by Kleijnen, Jack P.C. & Mehdad, Ehsan
  (ReDIF-article, eee:ejores:v:236:y:2014:i:2:p:573-582)
• Factor screening for simulation with multiple responses: Sequential bifurcation
  European Journal of Operational Research, Elsevier (2014)
  by Shi, Wen & Kleijnen, Jack P.C. & Liu, Zhixue
  (ReDIF-article, eee:ejores:v:237:y:2014:i:1:p:136-147)
• Regression and Kriging metamodels with their experimental designs in simulation: A review
  European Journal of Operational Research, Elsevier (2017)
  by Kleijnen, Jack P.C.
  (ReDIF-article, eee:ejores:v:256:y:2017:i:1:p:1-16)
• Generalization of simulation results practicality of statistical methods
  European Journal of Operational Research, Elsevier (1979)
  by Kleijnen, J. P. C. & van den Burg, A. J. & van der Ham, R. Th.
  (ReDIF-article, eee:ejores:v:3:y:1979:i:1:p:50-64)
• Simulation with too many factors: review of random and group-screening designs
  European Journal of Operational Research, Elsevier (1987)
  by Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:31:y:1987:i:1:p:31-36)
• Experimental design and regression analysis in simulation: An FMS case study
  European Journal of Operational Research, Elsevier (1988)
  by Kleijnen, Jack P. C. & Standridge, Charles R.
  (ReDIF-article, eee:ejores:v:33:y:1988:i:3:p:257-261)
• Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs
  European Journal of Operational Research, Elsevier (1992)
  by van Eijs, M. J. G. & Heuts, R. M. J. & Kleijnen, J. P. C.
  (ReDIF-article, eee:ejores:v:59:y:1992:i:3:p:405-412)
• Sampling for quality inspection and correction: AOQL performance criteria
  European Journal of Operational Research, Elsevier (1992)
  by Kleijnen, J. P. C. & Kriens, J. & Lafleur, M. C. H. M. & Pardoel, J. H. F.
  (ReDIF-article, eee:ejores:v:62:y:1992:i:3:p:372-379)
• Pseudorandom number generators for supercomputers and classical computers: A practical introduction
  European Journal of Operational Research, Elsevier (1992)
  by Kleijnen, Jack P. C. & Annink, Ben
  (ReDIF-article, eee:ejores:v:63:y:1992:i:1:p:76-85)
• Verification and validation of simulation models
  European Journal of Operational Research, Elsevier (1995)
  by Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:82:y:1995:i:1:p:145-162)
• Statistical validation of simulation models
  European Journal of Operational Research, Elsevier (1995)
  by Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:87:y:1995:i:1:p:21-34)
• Optimization and sensitivity analysis of computer simulation models by the score function method
  European Journal of Operational Research, Elsevier (1996)
  by Kleijnen, Jack P. C. & Rubinstein, Reuven Y.
  (ReDIF-article, eee:ejores:v:88:y:1996:i:3:p:413-427)
• Testing independence of simulation subruns: a note on the power of the Von Neumann test
  European Journal of Operational Research, Elsevier (1982)
  by Kleijnen, J. P. C. & van der Ven, R. & Sanders, B.
  (ReDIF-article, eee:ejores:v:9:y:1982:i:1:p:92-93)
• Searching for important factors in simulation models with many factors: Sequential bifurcation
  European Journal of Operational Research, Elsevier (1997)
  by Bettonvil, Bert & Kleijnen, Jack P. C.
  (ReDIF-article, eee:ejores:v:96:y:1997:i:1:p:180-194)
• Evaluation of management information systems
  Omega, Elsevier (1979)
  by Kleijnen, Jpc
  (ReDIF-article, eee:jomega:v:7:y:1979:i:6:p:539-543)
• Sensitivity analysis of simulation experiments: regression analysis and statistical design
  Mathematics and Computers in Simulation (MATCOM), Elsevier (1992)
  by Kleijnen, Jack P.C.
  (ReDIF-article, eee:matcom:v:34:y:1992:i:3:p:297-315)
• Robust optimization in simulation: Taguchi and Response Surface Methodology
  International Journal of Production Economics, Elsevier (2010)
  by Dellino, Gabriella & Kleijnen, Jack P.C. & Meloni, Carlo
  (ReDIF-article, eee:proeco:v:125:y:2010:i:1:p:52-59)
• Sealed-bid auction of Netherlands mussels: Statistical analysis
  International Journal of Production Economics, Elsevier (2011)
  by Kleijnen, Jack P.C. & van Schaik, Frans D.J.
  (ReDIF-article, eee:proeco:v:132:y:2011:i:1:p:154-161)
• Optimization and Sensitivity Analysis of Computer Similation Models by the Score Function Method
  Papers, Tilburg - Center for Economic Research (1995)
  by Kleijnen, J.P.C. & Rubinstein, R.Y.
  (ReDIF-paper, fth:tilbur:9513)
• Unknown item RePEc:inm:orijoc:v:17:y:2005:i:3:p:263-289 (article)
• Unknown item RePEc:inm:orijoc:v:24:y:2012:i:1:p:53-65 (article)
• Unknown item RePEc:inm:orijoc:v:24:y:2012:i:3:p:471-484 (article)
• Information Systems in Management Science---Bayesian Information Economics: An Evaluation
  Interfaces, INFORMS (1980)
  by Jack P. C. Kleijnen
  (ReDIF-article, inm:orinte:v:10:y:1980:i:3:p:93-97)
• A Comment on Blanning's “Metamodel for Sensitivity Analysis: The Regression Metamodel in Simulation”
  Interfaces, INFORMS (1975)
  by Jack P. C. Kleijnen
  (ReDIF-article, inm:orinte:v:5:y:1975:i:3:p:21-23)
• The Use of Multiple Ranking Procedures to Analyze Simulations of Management Systems: A Tutorial
  Management Science, INFORMS (1972)
  by Jack P. C. Kleijnen & Thomas H. Naylor & Terry G. Seaks
  (ReDIF-article, inm:ormnsc:v:18:y:1972:i:6:p:b245-b257)
• Antithetic Variates, Common Random Numbers and Optimal Computer Time Allocation in Simulation
  Management Science, INFORMS (1975)
  by Jack P. C. Kleijnen
  (ReDIF-article, inm:ormnsc:v:21:y:1975:i:10:p:1176-1185)
• Communication: Reply to Fox and Schruben
  Management Science, INFORMS (1978)
  by Jack P. C. Kleijnen
  (ReDIF-article, inm:ormnsc:v:24:y:1978:i:16:p:1772-1774)
• Communication--An Extension of Gitlow's Methodology for Designing Abortion Clinics
  Management Science, INFORMS (1979)
  by J. P. C. Kleijnen
  (ReDIF-article, inm:ormnsc:v:25:y:1979:i:4:p:408-408)
• Analyzing Simulation Experiments with Common Random Numbers
  Management Science, INFORMS (1988)
  by Jack P. C. Kleijnen
  (ReDIF-article, inm:ormnsc:v:34:y:1988:i:1:p:65-74)
• Vector Computers, Monte Carlo Simulation and Regression Analysis: An Introduction
  Management Science, INFORMS (1992)
  by Jack P. C. Kleijnen & Ben Annink
  (ReDIF-article, inm:ormnsc:v:38:y:1992:i:2:p:170-181)
• Regression Metamodels for Simulation with Common Random Numbers: Comparison of Validation Tests and Confidence Intervals
  Management Science, INFORMS (1992)
  by Jack P. C. Kleijnen
  (ReDIF-article, inm:ormnsc:v:38:y:1992:i:8:p:1164-1185)
• Validation of Trace-Driven Simulation Models: A Novel Regression Test
  Management Science, INFORMS (1998)
  by Jack P. C. Kleijnen & Bert Bettonvil & Willem Van Groenendaal
  (ReDIF-article, inm:ormnsc:v:44:y:1998:i:6:p:812-819)
• Validation of Trace-Driven Simulation Models: Bootstrap Tests
  Management Science, INFORMS (2001)
  by Jack P. C. Kleijnen & Russell C. H. Cheng & Bert Bettonvil
  (ReDIF-article, inm:ormnsc:v:47:y:2001:i:11:p:1533-1538)
• Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses
  Operations Research, INFORMS (1999)
  by Russell C. H. Cheng & Jack P. C. Kleijnen
  (ReDIF-article, inm:oropre:v:47:y:1999:i:5:p:762-777)
• Operations Research 2004 Meritorious Service Award Recipients and Appreciation to 2004 Referees
  Operations Research, INFORMS (2005)
  by Chun-Hung Chen & Jack Kleijnen & James R. Wilson & Ozalp Ozer
  (ReDIF-article, inm:oropre:v:53:y:2005:i:5:p:889-889)
• A methodology to customize pull control systems
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2001)
  by E G A Gaury & J P C Kleijnen & H Pierreval
  (ReDIF-article, pal:jorsoc:v:52:y:2001:i:7:d:10.1057_palgrave.jors.2601153)
• Kriging for interpolation in random simulation
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2003)
  by W C M van Beers & J P C Kleijnen
  (ReDIF-article, pal:jorsoc:v:54:y:2003:i:3:d:10.1057_palgrave.jors.2601492)
• Performance metrics in supply chain management
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2003)
  by J P C Kleijnen & M T Smits
  (ReDIF-article, pal:jorsoc:v:54:y:2003:i:5:d:10.1057_palgrave.jors.2601539)
• Application-driven sequential designs for simulation experiments: Kriging metamodelling
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2004)
  by J P C Kleijnen & W C M van Beers
  (ReDIF-article, pal:jorsoc:v:55:y:2004:i:8:d:10.1057_palgrave.jors.2601747)
• Bootstrapping to solve the limited data problem in production control: an application in batch process industries
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2006)
  by V C Ivănescu & J W M Bertrand & J C Fransoo & J P C Kleijnen
  (ReDIF-article, pal:jorsoc:v:57:y:2006:i:1:d:10.1057_palgrave.jors.2601966)
• The correct Kriging variance estimated by bootstrapping
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2006)
  by D den Hertog & J P C Kleijnen & A Y D Siem
  (ReDIF-article, pal:jorsoc:v:57:y:2006:i:4:d:10.1057_palgrave.jors.2601997)
• Response surface methodology with stochastic constraints for expensive simulation
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2009)
  by E Angün & J Kleijnen & D den Hertog & G Gürkan
  (ReDIF-article, pal:jorsoc:v:60:y:2009:i:6:d:10.1057_palgrave.jors.2602614)
• Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2013)
  by J P C Kleijnen & W C M van Beers
  (ReDIF-article, pal:jorsoc:v:64:y:2013:i:5:p:708-717)
• Classic Kriging versus Kriging with bootstrapping or conditional simulation: classic Kriging’s robust confidence intervals and optimization
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2015)
  by Ehsan Mehdad & Jack P C Kleijnen
  (ReDIF-article, pal:jorsoc:v:66:y:2015:i:11:p:1804-1814)
• Comment on Park et al.’s “Robust Kriging in computer experiments”
  Journal of the Operational Research Society, Palgrave Macmillan;The OR Society (2017)
  by Jack P. C. Kleijnen
  (ReDIF-article, pal:jorsoc:v:68:y:2017:i:6:d:10.1057_s41274-016-0101-7)
• Introduction
  International Series in Operations Research & Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-0-387-71813-2_1)
• Low-order polynomial regression metamodels and their designs: basics
  International Series in Operations Research & Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-0-387-71813-2_2)
• Classic assumptions revisited
  International Series in Operations Research & Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-0-387-71813-2_3)
• Simulation optimization
  International Series in Operations Research & Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-0-387-71813-2_4)
• Kriging metamodels
  International Series in Operations Research & Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-0-387-71813-2_5)
• Screening designs
  International Series in Operations Research & Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-0-387-71813-2_6)
• Epilogue
  International Series in Operations Research & Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-0-387-71813-2_7)
• Factor Screening in Simulation Experiments: Review of Sequential Bifurcation
  International Series in Operations Research & Management Science, Springer (2009)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-1-4419-0817-9_8)
• Response Surface Methodology
  International Series in Operations Research & Management Science, Springer (2015)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-1-4939-1384-8_4)
• Introduction
  International Series in Operations Research & Management Science, Springer (2015)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-3-319-18087-8_1)
• Classic Regression Metamodels and Their Designs
  International Series in Operations Research & Management Science, Springer (2015)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-3-319-18087-8_2)
• Classic Assumptions Versus Simulation Practice
  International Series in Operations Research & Management Science, Springer (2015)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-3-319-18087-8_3)
• Screening the Many Inputs of Realistic Simulation Models
  International Series in Operations Research & Management Science, Springer (2015)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-3-319-18087-8_4)
• Kriging Metamodels and Their Designs
  International Series in Operations Research & Management Science, Springer (2015)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-3-319-18087-8_5)
• Simulation Optimization
  International Series in Operations Research & Management Science, Springer (2015)
  by Jack P. C. Kleijnen
  (ReDIF-chapter, spr:isochp:978-3-319-18087-8_6)
• Design and Analysis of Simulation Experiments
  International Series in Operations Research and Management Science, Springer (2008)
  by Jack P.C. Kleijnen
  (ReDIF-book, spr:isorms:978-0-387-71813-2)
• Design and Analysis of Simulation Experiments
  International Series in Operations Research and Management Science, Springer (2015)
  by Jack P.C. Kleijnen
  (ReDIF-book, spr:isorms:978-3-319-18087-8)
• Expected improvement in efficient global optimization through bootstrapped kriging
  Journal of Global Optimization, Springer (2012)
  by Jack Kleijnen & Wim Beers & Inneke Nieuwenhuyse
  (ReDIF-article, spr:jglopt:v:54:y:2012:i:1:p:59-73)
• Efficient global optimisation for black-box simulation via sequential intrinsic Kriging
  Journal of the Operational Research Society, Taylor & Francis Journals (2018)
  by Ehsan Mehdad & Jack P. C. Kleijnen
  (ReDIF-article, taf:tjorxx:v:69:y:2018:i:11:p:1725-1737)
• Robust dual-response optimization
  IISE Transactions, Taylor & Francis Journals (2016)
  by İhsan Yanıkoğlu & Dick den Hertog & Jack P. C. Kleijnen
  (ReDIF-article, taf:uiiexx:v:48:y:2016:i:3:p:298-312)
• The Correct Kriging Variance Estimated by Bootstrapping
  Discussion Paper, Tilburg University, Center for Economic Research (2004)
  by den Hertog, D. & Kleijnen, J.P.C. & Siem, A.Y.D.
  (ReDIF-paper, tiu:tiucen:00a66547-3e9a-4ccf-8c7b-8d62bd7b460e)
• Stochastic Intrinsic Kriging for Simulation Metamodelling
  Discussion Paper, Tilburg University, Center for Economic Research (2015)
  by Mehdad, Ehsan & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:00bed9cb-d34c-4e98-93ef-e805fce63fa0)
• Factor Screening For Simulation With Multiple Responses : Sequential Bifurcation
  Discussion Paper, Tilburg University, Center for Economic Research (2013)
  by Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue
  (ReDIF-paper, tiu:tiucen:02d31acf-b6be-4c0f-beb7-59fd58cdf483)
• Kriging : Methods and Applications
  Discussion Paper, Tilburg University, Center for Economic Research (2017)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:0e31d8b9-596f-4bbc-a248-00b22c757ba9)
• Monte Carlo sampling and variance reduction techniques
  Discussion Paper, Tilburg University, Center for Economic Research (1994)
  by Kleijnen, J.P.C. & Rubinstein, R.Y.
  (ReDIF-paper, tiu:tiucen:11ad5d69-fbbf-4bfc-99a6-dfb7a97febe1)
• Configuring a pull production control strategy through a generic model
  Discussion Paper, Tilburg University, Center for Economic Research (1997)
  by Gaury, E.G.A. & Kleijnen, J.P.C. & Pierreval, H.
  (ReDIF-paper, tiu:tiucen:14fa31be-acdd-4bdc-9af1-e8141078b938)
• Statistical Testing of Optimality Conditions in Multiresponse Simulation-Based Optimization (Replaced by Discussion Paper 2007-45)
  Discussion Paper, Tilburg University, Center for Economic Research (2005)
  by Bettonvil, B.W.M. & Del Castillo, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:1534f13f-c7f4-407b-939a-feba422f5778)
• Short-term robustness of production management systems
  Discussion Paper, Tilburg University, Center for Economic Research (1998)
  by Kleijnen, J.P.C. & Gaury, E.G.A.
  (ReDIF-paper, tiu:tiucen:16242ef0-2b3d-4865-b71f-e911d737c4f7)
• Supply Chain Simulation : A Survey
  Discussion Paper, Tilburg University, Center for Economic Research (2003)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:1635e925-dd25-4c35-8677-67d72de29d85)
• Screening Experiments for Simulation : A Review
  Discussion Paper, Tilburg University, Center for Economic Research (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:164486bc-0852-4d15-bdf8-5521f1340833)
• Application-driven Sequential Designs for Simulation Experiments : Kriging Metamodeling
  Discussion Paper, Tilburg University, Center for Economic Research (2003)
  by Kleijnen, J.P.C. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiucen:1af5ac49-a5f3-4b8a-901c-b094a45ea518)
• Experimental Design for Sensitivity Analysis of Simulation Models
  Discussion Paper, Tilburg University, Center for Economic Research (2001)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:1c716145-1d34-41b5-b965-7b56096f1d7e)
• Sensitivity Analysis of Simulation Models
  Discussion Paper, Tilburg University, Center for Economic Research (2009)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:2016cf94-0329-4aa0-a4ea-499ebaa2cba9)
• Validating the Assumptions of Sequential Bifurcation in Factor Screening
  Discussion Paper, Tilburg University, Center for Economic Research (2015)
  by Shi, W. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:20917855-af54-4d4d-a54b-6235540f9bf7)
• Two-stage versus sequential sample-size determination in regression analysis of simulation experiments
  Discussion Paper, Tilburg University, Center for Economic Research (1994)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiucen:213408cc-6102-4c96-ab6d-059322488011)
• Finding the Important Factors in Large Discrete-Event Simulation : Sequential Bifurcation and its Applications
  Discussion Paper, Tilburg University, Center for Economic Research (2003)
  by Kleijnen, J.P.C. & Bettonvil, B.W.M. & Persson, F.
  (ReDIF-paper, tiu:tiucen:277fbead-f29b-4dee-a74d-c1093f42aac1)
• Kriging Metamodeling in Simulation : A Review
  Discussion Paper, Tilburg University, Center for Economic Research (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:29d6926e-c381-4b58-ae58-87116856e27c)
• Constrained Optimization in Simulation : Efficient Global Optimization and Karush-Kuhn-Tucker Conditions (revision of 2021-031)
  Discussion Paper, Tilburg University, Center for Economic Research (2022)
  by Kleijnen, Jack & van Nieuwenhuyse, I. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiucen:31a06a3b-dfc4-4431-a141-5f711ea73cc3)
• Statistical Analysis of Random Simulations : Bootstrap Tutorial
  Discussion Paper, Tilburg University, Center for Economic Research (2002)
  by Deflandre, D. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:351056e6-c63d-4fec-8c00-a7e5999dd944)
• Statistical Tests for Cross-Validation of Kriging Models
  Discussion Paper, Tilburg University, Center for Economic Research (2019)
  by Kleijnen, Jack & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiucen:35fba511-2931-47d5-a9ba-30b1229e9093)
• Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping
  Discussion Paper, Tilburg University, Center for Economic Research (2004)
  by van Beers, W.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:372530d0-3a48-43c5-a91a-456d48489b8e)
• Statistical Testing of Optimality Conditions in Multiresponse Simulation-based Optimization (Revision of 2005-81)
  Discussion Paper, Tilburg University, Center for Economic Research (2007)
  by Bettonvil, B.W.M. & Del Castillo, E. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:3e563d88-0029-47f6-a66b-ed001f03a5fb)
• Validation of Simulation, With and Without Real Data
  Discussion Paper, Tilburg University, Center for Economic Research (1998)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:40e44c6d-3f65-4f8f-8e30-cf9761b60eb8)
• Response Surface Methodology's Steepest Ascent and Step Size Revisited
  Discussion Paper, Tilburg University, Center for Economic Research (2002)
  by Kleijnen, J.P.C. & den Hertog, D. & Angun, M.E.
  (ReDIF-paper, tiu:tiucen:44a5bc64-49e5-47f5-abe7-3e950348564c)
• Adjustable Robust Parameter Design with Unknown Distributions
  Discussion Paper, Tilburg University, Center for Economic Research (2013)
  by Yanikoglu, I. & den Hertog, D. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:47fec228-1ffe-4803-8e97-58a9a822e96f)
• Validation of Simulation Models : Regression Analysis Revisited
  Discussion Paper, Tilburg University, Center for Economic Research (1996)
  by Kleijnen, J.P.C. & Bettonvil, B.W.M. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiucen:4891f156-fe9c-4360-b82d-3bd189a63247)
• 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 (2014)
  by Mehdad, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:4915047b-afe4-4fc7-8a1c-45b8537fb4ea)
• Statistical validation of simulation models : A case study
  Discussion Paper, Tilburg University, Center for Economic Research (1995)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:4da192cf-c3f4-40a4-aea4-59add2c55d89)
• Optimization of Simulated Inventory Systems : OptQuest and Alternatives
  Discussion Paper, Tilburg University, Center for Economic Research (2006)
  by Kleijnen, J.P.C. & Wan, J.
  (ReDIF-paper, tiu:tiucen:4de9f913-3c25-4750-9abb-6278a24d59e4)
• Monotonicity-Preserving Bootstrapped Kriging Metamodels for Expensive Simulations
  Discussion Paper, Tilburg University, Center for Economic Research (2009)
  by Kleijnen, Jack P.C. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiucen:59d5c29b-25a3-4af9-921f-bf3a28d93a38)
• 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 (2001)
  by Kleijnen, J.P.C. & Vonk Noordegraaf, A. & Nielen, M.
  (ReDIF-paper, tiu:tiucen:59f18375-cda1-4f21-afff-ba672a814aec)
• Optimization Versus Robustness in Simulation : A Practical Methodology, With a Production-Management Case-Study
  Discussion Paper, Tilburg University, Center for Economic Research (2001)
  by Kleijnen, J.P.C. & Gaury, E.G.A.
  (ReDIF-paper, tiu:tiucen:5b506682-ac58-4dd6-8c4c-cbed29f4e6ef)
• Identifying the important factors in simulation models with many factors
  Discussion Paper, Tilburg University, Center for Economic Research (1994)
  by Bettonvil, B. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:5da4bf9f-3126-4cf9-954f-f2140dbd8b4c)
• Efficient Global Optimization for Black-Box Simulation via Sequential Intrinsic Kriging
  Discussion Paper, Tilburg University, Center for Economic Research (2015)
  by Mehdad, Ehsan & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:5e785713-146c-4e5b-b671-f7eb4a8b7a41)
• Sequential Probability Ration Tests : Conservative and Robust
  Discussion Paper, Tilburg University, Center for Economic Research (2017)
  by Kleijnen, J.P.C. & Shi, Wen
  (ReDIF-paper, tiu:tiucen:5f24e30d-7931-4be4-96f0-68f8898e6667)
• Factor Screening for Simulation with Multiple Responses : Sequential Bifurcation
  Discussion Paper, Tilburg University, Center for Economic Research (2012)
  by Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue
  (ReDIF-paper, tiu:tiucen:631ee82e-aff7-468c-838a-966e800b6596)
• Simulation Experiments in Practice : Statistical Design and Regression Analysis
  Discussion Paper, Tilburg University, Center for Economic Research (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:66449de2-3d9c-4d19-a3e4-ada1b703bcde)
• Simulation-Optimization via Kriging and Bootstrapping : A Survey (Revision of CentER DP 2011-064)
  Discussion Paper, Tilburg University, Center for Economic Research (2013)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:6ac4e049-ad86-447f-aeec-ad5d9ccc7248)
• Constrained Optimization in Random Simulation : Efficient Global Optimization and Karush-Kuhn-Tucker Conditions
  Discussion Paper, Tilburg University, Center for Economic Research (2022)
  by Angun, Ebru & Kleijnen, Jack
  (ReDIF-paper, tiu:tiucen:7215b496-e653-434e-bde4-582e02dc9532)
• Testing the Assumptions of Sequential Bifurcation for Factor Screening (revision of CentER DP 2015-034)
  Discussion Paper, Tilburg University, Center for Economic Research (2017)
  by Shi, Wen & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:763fd6f8-b618-4b06-a284-5a1b27840044)
• Design and Analysis of Monte Carlo Experiments
  Discussion Paper, Tilburg University, Center for Economic Research (2004)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:7a12daae-c849-427e-8269-79cf3f8e68dd)
• Regression Models and Experimental Designs : A Tutorial for Simulation Analaysts
  Discussion Paper, Tilburg University, Center for Economic Research (2006)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:7b8ecddb-f49e-4b80-865b-aa8c76d813fa)
• Response Surface Methodology
  Discussion Paper, Tilburg University, Center for Economic Research (2014)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:7f9f17ee-db7f-4041-a686-d41f32a78539)
• An Overview of the Design and Analysis of Simulation Experiments for Sensitivity Analysis
  Discussion Paper, Tilburg University, Center for Economic Research (2004)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:8151e500-26af-4fb3-87cc-9800653de852)
• Variance Reduction Techniques in Monte Carlo Methods
  Discussion Paper, Tilburg University, Center for Economic Research (2010)
  by Kleijnen, Jack P.C. & Ridder, A.A.N. & Rubinstein, R.Y.
  (ReDIF-paper, tiu:tiucen:87680d1a-53c1-4107-ada4-71b0a2bf46a0)
• Sensitivity analysis and optimization of system dynamics models : Regression analysis and statistical design of experiments
  Discussion Paper, Tilburg University, Center for Economic Research (1995)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:87ee6ee0-592c-4204-ac50-65d83167bc91)
• Optimal design of experiments with simulation models of nearly saturated queues
  Discussion Paper, Tilburg University, Center for Economic Research (1999)
  by Cheng, R.C.H. & Kleijnen, J.P.C. & Melas, V.
  (ReDIF-paper, tiu:tiucen:880ba768-1785-4749-8c1b-47ad02ca3ee1)
• Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping
  Discussion Paper, Tilburg University, Center for Economic Research (2005)
  by van Beers, W.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:893d38f9-8ca5-42ae-9737-6083ea889cdd)
• Multivariate Versus Univariate Kriging Metamodels for Multi-Response Simulation Models (Revision of 2012-039)
  Discussion Paper, Tilburg University, Center for Economic Research (2014)
  by Kleijnen, Jack P.C. & Mehdad, E.
  (ReDIF-paper, tiu:tiucen:8a096696-f700-4cbe-9474-c6e93f5e323b)
• New species of hybrid pull systems
  Discussion Paper, Tilburg University, Center for Economic Research (1998)
  by Gaury, E.G.A. & Pierreval, H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:8be33c99-40bc-4af0-bdf8-8a38e12ca3fb)
• Global Optimization for Black-box Simulation via Sequential Intrinsic Kriging
  Discussion Paper, Tilburg University, Center for Economic Research (2014)
  by Mehdad, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:8fa8d96f-a086-4c4b-88ab-9c8b523beb64)
• Constrained Optimization in Simulation : Efficient Global Optimization and Karush-Kuhn-Tucker Conditions
  Discussion Paper, Tilburg University, Center for Economic Research (2022)
  by Kleijnen, Jack & van Nieuwenhuyse, I. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiucen:903e51c8-bed3-4e97-990f-c052a3686676)
• Optimization of System Dynamics Models : a Novel Methodology
  Discussion Paper, Tilburg University, Center for Economic Research (2023)
  by Angun, Ebru & Kleijnen, Jack & Smits, Martin
  (ReDIF-paper, tiu:tiucen:92562f81-182a-436e-8890-5fbf765aa2cf)
• Ethical Issues in Engineering Models : Personal Reflections
  Discussion Paper, Tilburg University, Center for Economic Research (2010)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:933d9e13-da33-43fd-a0fe-edb40f71c7cc)
• Short-Term Robustness of Production Management Systems : New Methodology
  Discussion Paper, Tilburg University, Center for Economic Research (2000)
  by Kleijnen, J.P.C. & Gaury, E.G.A.
  (ReDIF-paper, tiu:tiucen:984854b7-9f75-4b46-a279-2d19e5fffec2)
• Generalized Response Surface Methodology : A New Metaheuristic
  Discussion Paper, Tilburg University, Center for Economic Research (2006)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:9a11fb77-d2e1-4c6e-8bba-0c003a348f33)
• Stochastic Intrinsic Kriging for Simulation Metamodelling
  Discussion Paper, Tilburg University, Center for Economic Research (2014)
  by Mehdad, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiucen:9ab2e856-d971-475d-a842-de073d7b13b3)
• The Cost of Risk-Aversion In Inventory Management : An (s,S) Case Study
  Discussion Paper, Tilburg University, Center for Economic Research (2024)
  by Angun, Ebru & Kleijnen, Jack
  (ReDIF-paper, tiu:tiucen:a3a3e7ca-99a0-44bf-80c6-1541588d1997)
• A User's Guide to the Brave New World of Designing Simulation Experiments
  Discussion Paper, Tilburg University, Center for Economic Research (2003)
  by Kleijnen, J.P.C. & Sanchez, S.M. & Lucas, T.W. & Cioppa, T.M.
  (ReDIF-paper, tiu:tiucen:a6910d11-f9bc-4246-b1a7-2acf330acba8)
• Deterministic versus Stochastic Sensitivity Analysis in Investment Problems : An Environmental Case Study
  Discussion Paper, Tilburg University, Center for Economic Research (2001)
  by van Groenendaal, W.J.H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:ac367e60-1307-47e9-a27c-4240e5a4da9a)
• Customized Pull Systems for Single-Product Flow Lines
  Discussion Paper, Tilburg University, Center for Economic Research (1998)
  by Gaury, E.G.A. & Kleijnen, J.P.C. & Pierreval, H.
  (ReDIF-paper, tiu:tiucen:ac7da569-7495-4fc4-a4e1-083acea05e4f)
• Sealed-Bid Auction of Dutch Mussels : Statistical Analysis
  Discussion Paper, Tilburg University, Center for Economic Research (2007)
  by Kleijnen, J.P.C. & van Schaik, F.D.J.
  (ReDIF-paper, tiu:tiucen:ad4ed28a-8d20-4d5a-bdc2-fa6d86d42e98)
• Constrained optimization in Random Simulation : Efficient Global Optimization and Karush-Kuhn-Tucker Conditions (Revision of CentER DP 2022-022)
  Discussion Paper, Tilburg University, Center for Economic Research (2023)
  by Angun, Ebru & Kleijnen, Jack
  (ReDIF-paper, tiu:tiucen:ae1ec947-12e1-4bf7-89fb-7ccefb61c6f1)
• Prediction for Big Data through Kriging : Small Sequential and One-Shot Designs
  Discussion Paper, Tilburg University, Center for Economic Research (2018)
  by Kleijnen, J.P.C. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiucen:b0504930-f518-44f7-908c-6a147cef26bd)
• A Methodology for Fitting and Validating Metamodels in Simulation
  Discussion Paper, Tilburg University, Center for Economic Research (1997)
  by Kleijnen, J.P.C. & Sargent, R.
  (ReDIF-paper, tiu:tiucen:b8c2217c-f02c-4786-b704-77587495aec8)
• Optimization and sensitivity analysis of computer simulation models by the score function method
  Discussion Paper, Tilburg University, Center for Economic Research (1995)
  by Kleijnen, J.P.C. & Rubinstein, R.Y.
  (ReDIF-paper, tiu:tiucen:bf6eb5a0-3fef-46ef-a6f4-991518cf878e)
• Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models
  Discussion Paper, Tilburg University, Center for Economic Research (1997)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:c0e2bc10-e550-4cf2-b649-6452dfea1ffe)
• Robust Optimization in Simulation : Taguchi and Response Surface Methodology
  Discussion Paper, Tilburg University, Center for Economic Research (2008)
  by Dellino, G. & Kleijnen, J.P.C. & Meloni, C.
  (ReDIF-paper, tiu:tiucen:c4740efb-1374-491b-9e0c-ac916f031884)
• Regression and Kriging Metamodels with Their Experimental Designs in Simulation : Review
  Discussion Paper, Tilburg University, Center for Economic Research (2015)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:c592e895-1656-43c3-8c7e-f3530b04af9c)
• Design and Analysis of simulation experiments : Tutorial
  Discussion Paper, Tilburg University, Center for Economic Research (2017)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:c7ad6b68-dcd6-4485-9ee2-08d2e3eab6cb)
• Simulation Optimization through Regression or Kriging Metamodels
  Discussion Paper, Tilburg University, Center for Economic Research (2017)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:c7f60f02-9dc5-41fc-897f-2e58c1824f01)
• Kriging in Multi-response Simulation, including a Monte Carlo Laboratory (Replaced by 2014-012)
  Discussion Paper, Tilburg University, Center for Economic Research (2012)
  by Kleijnen, Jack P.C. & Mehdad, E.
  (ReDIF-paper, tiu:tiucen:cf311469-5f8c-4c1e-ad4f-6902b04e11eb)
• Measuring the Quality of Publications : New Methodology and Case Study
  Discussion Paper, Tilburg University, Center for Economic Research (2000)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiucen:d096c064-cfe9-4ba3-8cbb-956bf4b9b100)
• Convex and Monotonic Bootstrapped Kriging
  Discussion Paper, Tilburg University, Center for Economic Research (2012)
  by Kleijnen, Jack P.C. & Mehdad, E. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiucen:d1114eff-4ceb-4d67-9ab6-a746b7d016b8)
• Expected Improvement in Efficient Global Optimization Through Bootstrapped Kriging - Replaces CentER DP 2010-62
  Discussion Paper, Tilburg University, Center for Economic Research (2011)
  by Kleijnen, Jack P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I.
  (ReDIF-paper, tiu:tiucen:d3b15c46-27c4-493e-8c53-9df60be8ff0b)
• Simulation Experiments in Practice : Statistical Design and Regression Analysis
  Discussion Paper, Tilburg University, Center for Economic Research (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:d4bee6b0-7a00-4695-85ed-6975fe7cb1f2)
• Optimal design of simulation experiments with nearly saturated queues
  Discussion Paper, Tilburg University, Center for Economic Research (1995)
  by Cheng, R.C.H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:d66d1566-1244-40ff-bfcd-ce61b0608d6a)
• Improved design of queuing simulation experiments with highly heteroscedastic responses
  Discussion Paper, Tilburg University, Center for Economic Research (1996)
  by Cheng, R.C.H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:d8a325a9-82bf-4d23-839e-264c40acc7fd)
• White Noise Assumptions Revisited : Regression Models and Statistical Designs for Simulation Practice
  Discussion Paper, Tilburg University, Center for Economic Research (2006)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:d8c37ad3-f9a5-4824-986d-274bf7fe91bb)
• Robust Optimization in Simulation : Taguchi and Krige Combined
  Discussion Paper, Tilburg University, Center for Economic Research (2009)
  by Dellino, G. & Kleijnen, Jack P.C. & Meloni, C.
  (ReDIF-paper, tiu:tiucen:d919b893-db2b-4d97-a392-4a55e2ad2494)
• Estimating the Variance of the Predictor in Stochastic Kriging
  Discussion Paper, Tilburg University, Center for Economic Research (2015)
  by Kleijnen, J.P.C. & Mehdad, Ehsan
  (ReDIF-paper, tiu:tiucen:dbbd2fa2-eccf-4f71-be9b-cb15f9ebad30)
• Sealed-Bid Auctions : Case Study
  Discussion Paper, Tilburg University, Center for Economic Research (2001)
  by van Schaik, F.D.J. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:dd93bf40-d790-4fd1-ac2c-f1f770825935)
• Kriging for Interpolation in Random Simulation
  Discussion Paper, Tilburg University, Center for Economic Research (2001)
  by van Beers, W.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:e007110c-e224-484d-92f0-caae6a13f3e4)
• Design of Experiments : An Overview
  Discussion Paper, Tilburg University, Center for Economic Research (2008)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:e05cfa13-127a-48c9-a5b6-78e320ade144)
• Constrained Optimization in Simulation : A Novel Approach
  Discussion Paper, Tilburg University, Center for Economic Research (2008)
  by Kleijnen, J.P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I.
  (ReDIF-paper, tiu:tiucen:e49ba0fc-853c-4a13-b564-d34fce620b71)
• Methodology for Determining the Acceptability of Given Designs in Uncertain Environments
  Discussion Paper, Tilburg University, Center for Economic Research (2009)
  by Kleijnen, J.P.C. & Pierreval, H. & Zhang, J.
  (ReDIF-paper, tiu:tiucen:e4f96b06-a05f-4da2-b651-86bfb6314a47)
• Validation of Models : Statistical Techniques and Data Availability
  Discussion Paper, Tilburg University, Center for Economic Research (1999)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiucen:f7518d14-a5e9-4c69-a579-6f514489c246)
• The role of statistical methodology in simulation
  Research Memorandum, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:05085a08-4669-4775-adc5-439697b2363d)
• Regression analysis for simulation practitioners
  Research Memorandum, Tilburg University, School of Economics and Management (1981)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:146b7f08-9a53-44a0-82d6-f8cb1c35366a)
• Analyzing simulation experiments with common random number, part II : Rao's approach
  Research Memorandum, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:18f1a3e3-e82a-4c21-b3bf-b2f02395ecb1)
• Variance heterogeneity in experimental design
  Research Memorandum, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:1b3b8f68-d6f4-42da-9a57-8fca95c7c2c2)
• Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs
  Research Memorandum, Tilburg University, School of Economics and Management (1990)
  by van Eijs, M.J.G. & Heuts, R.M.J. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:1e41f7d9-16e8-4518-a660-66c5111545ff)
• Regression analysis : Assumptions, alternatives, applications
  Research Memorandum, Tilburg University, School of Economics and Management (1983)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:1f65af2d-8958-4929-a726-0543b6213a7e)
• Sensitivity analysis of simulation experiments : Regression analysis and statistical design
  Research Memorandum, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:25aee5db-38eb-4e05-b032-2f126e4e4b09)
• Analyzing simulation experiments with common random numbers (Part I, 2nd rev. and expanded version)
  Research Memorandum, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:270d903a-119d-4a53-8392-824ab4ea7603)
• Regression estimators in simulation
  Research Memorandum, Tilburg University, School of Economics and Management (1977)
  by Hopmans, A.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:3008f4d6-c3cc-494b-bc87-d88f8168c6e5)
• Small-jobs-first : A combined queuing, simulation, and regression analysis
  Research Memorandum, Tilburg University, School of Economics and Management (1979)
  by Keyzer, F. & Kleijnen, J.P.C. & Mullenders, E. & van Reken, A.J.
  (ReDIF-paper, tiu:tiurem:33270f95-8627-4ea7-8e7b-ae9d374475a5)
• Statistical analysis of steady-state simulations : Survey of recent progress
  Research Memorandum, Tilburg University, School of Economics and Management (1983)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:34ff11e5-a609-4d11-8e23-8f65097f922b)
• Sampling for quality inspection and correction : AOQL performance criteria
  Research Memorandum, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & Kriens, J. & Lafleur, M.
  (ReDIF-paper, tiu:tiurem:37cc7469-5c76-4504-adec-45f5c805c1fb)
• Regression sampling in statistical auditing
  Research Memorandum, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C. & Kriens, J. & Timmermans, H. & van den Wildenberg, H.
  (ReDIF-paper, tiu:tiurem:38f1865d-8749-4ba5-9be0-0860a16ab06f)
• Verification and validation of models
  Research Memorandum, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:423de07e-cd28-49ef-b335-7541a1505d2e)
• Economic framework for information systems
  Research Memorandum, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:45d15745-54b7-49ee-8b4e-d4a1079353d0)
• Simulation with too many factors : Review of random and group-screening designs
  Research Memorandum, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:468b5175-404b-4eb0-85ca-202ebb6b4a5e)
• Experimental design and regression analysis in simulation : An FMS case study
  Research Memorandum, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & Standridge, C.R.
  (ReDIF-paper, tiu:tiurem:4dab0d4f-75ae-4329-a794-6e603cecf46e)
• Superefficient estimation of power functions in simulation experiments
  Research Memorandum, Tilburg University, School of Economics and Management (1984)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:559fbcc7-e1d5-44c5-a658-a34301d72953)
• Importance sampling in systems simulation : A practical failure?
  Research Memorandum, Tilburg University, School of Economics and Management (1978)
  by Hopmans, A.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:5ca90b5f-60b8-4d60-a723-61d678fb9d75)
• The power of weighted and ordinary least squares with estimated unequal variances in experimental design
  Research Memorandum, Tilburg University, School of Economics and Management (1984)
  by Kleijnen, J.P.C. & Cremers, P. & van Belle, F.
  (ReDIF-paper, tiu:tiurem:5dffce48-1b2f-48b8-b958-31e0d8bd8997)
• Pseudorandom number generation on supercomputers
  Research Memorandum, Tilburg University, School of Economics and Management (1989)
  by Kleijnen, J.P.C. & Adams, N.
  (ReDIF-paper, tiu:tiurem:5ef11890-90b4-43ee-90cb-256b1090d339)
• Supercomputers, Monte Carlo simulation and regression analysis
  Research Memorandum, Tilburg University, School of Economics and Management (1989)
  by Kleijnen, J.P.C. & Annink, B.
  (ReDIF-paper, tiu:tiurem:5f17d2a8-d211-4c1c-9f8a-3c4af8d2c256)
• Regression metamodels for simulation with common random numbers : Comparison of techniques
  Research Memorandum, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:5fd22b3f-acd9-4309-9090-15d4d687f6f4)
• Regression metamodel summarization of model behaviour
  Research Memorandum, Tilburg University, School of Economics and Management (1982)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:5ff81a8b-a5ca-4405-8606-e89bb2f5208f)
• Jackknifing estimated weighted least squares
  Research Memorandum, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & Karremans, P. & Oortwijn, W.
  (ReDIF-paper, tiu:tiurem:663e996b-5c8c-46f4-ab23-b50d95dddf3b)
• A scenario for sequential experimentation
  Research Memorandum, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:66e3aece-fa85-4afd-817c-4abeb1293537)
• Identifying the important factors in simulation models with many factors
  Research Memorandum, Tilburg University, School of Economics and Management (1991)
  by Bettonvil, B.W.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:69669687-58b0-43b6-b04a-d1f721793820)
• A DSS for production planning : A case study including simulation and optimization
  Research Memorandum, Tilburg University, School of Economics and Management (1987)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:6c1f2c14-d4db-43a4-98b5-b1c3aaa01350)
• Pseudorandom number generators revisited
  Research Memorandum, Tilburg University, School of Economics and Management (1989)
  by Kleijnen, J.P.C. & Annink, B.
  (ReDIF-paper, tiu:tiurem:70869d41-8c48-422e-b762-11f50fe7b230)
• Validation of simulation models : Mine-hunting case-study
  Research Memorandum, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C. & Alink, G.A.
  (ReDIF-paper, tiu:tiurem:7158fbd4-2932-4cc9-8c10-54608b17af01)
• Sampling for quality inspection and correction : AOQL performance criteria (Version 3)
  Research Memorandum, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C. & Kriens, J. & Lafleur, M.C.H.M. & Pardoel, J.H.F.
  (ReDIF-paper, tiu:tiurem:7d94cfa3-f84e-411c-b9d6-d442f86ad35c)
• Vector computers, Monte Carlo simulation, and regression analysis : An introduction (Version 2)
  Research Memorandum, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C. & Annink, B.
  (ReDIF-paper, tiu:tiurem:7f5d2937-24c1-4edb-b479-258d9e5d7953)
• Decision Support Systems (DSS), en de kleren van de keizer ..
  Research Memorandum, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:87f070ee-2352-4db6-8e0b-ce58b74dfc8d)
• On the interpretation of variables
  Research Memorandum, Tilburg University, School of Economics and Management (1983)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:89630dcd-d50d-4fe7-981f-b213de79f5f6)
• Timeliness of information : A basic model
  Research Memorandum, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:92703852-926e-4f20-a7b7-410918fdb860)
• Measurement scales and resolution IV designs : A note (Version 3)
  Research Memorandum, Tilburg University, School of Economics and Management (1988)
  by Bettonvil, B.W.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:93837dd8-9a93-4d67-acb7-6f82017ecc2a)
• Simulation and optimization in production planning : A case study (Version 2)
  Research Memorandum, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:97a8a024-2229-4f33-8edb-1bea5638b134)
• Generalizations of simulation results : Practicality of statistical methods (Part one)
  Research Memorandum, Tilburg University, School of Economics and Management (1977)
  by van den Burg, A.J. & van der Ham, R.T. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:9b75fb1e-414a-471b-b3c5-901f6904ca34)
• Cross-validation using the t statistic
  Research Memorandum, Tilburg University, School of Economics and Management (1981)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:a0f1d641-dfb5-4b46-b739-97cd3540f5ac)
• Operations research and computers
  Research Memorandum, Tilburg University, School of Economics and Management (1977)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:a32ddec4-cafb-4dfa-93f6-696b3e5aa060)
• Sensitivity analysis of simulation experiments : Tutorial on regression analysis and statistical design
  Research Memorandum, Tilburg University, School of Economics and Management (1991)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:b3c349a9-ab3e-4a20-90ae-90c58ea77130)
• Regression analysis of simulation experiments : Functional software specification
  Research Memorandum, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:bc5d0c89-0fc1-42ce-8183-ba2887860fca)
• Sensitivity analysis and related analysis : A survey of statistical techniques
  Research Memorandum, Tilburg University, School of Economics and Management (1995)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:bcf947da-25e3-431d-a1f6-6f2f388b48ee)
• Simulation in the evaluation of management information systems : An overview and evaluation
  Research Memorandum, Tilburg University, School of Economics and Management (1979)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:c1598f8d-2d8d-4bda-802e-842786447031)
• Scoring methods, multiple criteria, and utility analysis
  Research Memorandum, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:c43ac459-55ef-4e4d-ad9c-229a18f72b35)
• Efficient estimation of power functions
  Research Memorandum, Tilburg University, School of Economics and Management (1984)
  by Kleijnen, J.P.C. & Denis, H.M.M.T. & Kerckhoffs, R.M.G.
  (ReDIF-paper, tiu:tiurem:c4b6866c-c4df-4104-8cc7-ebaf9e46f395)
• Techniques for sensitivity analysis of simulation models : A case study of the CO2 greenhouse effect
  Research Memorandum, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C. & van Ham, G. & Rotmans, J.
  (ReDIF-paper, tiu:tiurem:c6c8ee93-e434-44ec-be11-e568c727db7f)
• Two-stage versus sequential sample-size determination in regression analysis of simulation experiments
  Research Memorandum, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiurem:cac61c9f-0967-4f5a-aab1-9ecfec2206ad)
• Verification and validation of simulation models
  Research Memorandum, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:cb477373-4711-405d-b712-3587bd81e878)
• Selecting random number seeds in practice
  Research Memorandum, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:cbc570eb-2689-42e3-b78c-884de8f563da)
• Statistical aspects of simulation : An updated survey
  Research Memorandum, Tilburg University, School of Economics and Management (1981)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:d25cfc24-3780-4c8f-a414-6f47c852a76c)
• Regression analysis of factoral designs with sequential replication
  Research Memorandum, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiurem:e0bf2494-2e2f-478f-aee7-582bd5f18412)
• Testing the mean of an asymmetric population : Johnson's modified t test revisited
  Research Memorandum, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C. & Kloppenburg, G. & Meeuwsen, F.
  (ReDIF-paper, tiu:tiurem:f3e0bcb6-b583-464c-aecb-c1755b9d5140)
• Statistics and deterministic simulation models : Why not?
  Research Memorandum, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:f732b666-c52a-46e3-af23-af3f60e6398c)
• Design of simulation experiments
  Research Memorandum, Tilburg University, School of Economics and Management (1982)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiurem:fe43d49a-7307-4393-8bd7-e70ca541cc68)
• The Correct Kriging Variance Estimated by Bootstrapping
  Other publications TiSEM, Tilburg University, School of Economics and Management (2004)
  by den Hertog, D. & Kleijnen, J.P.C. & Siem, A.Y.D.
  (ReDIF-paper, tiu:tiutis:00a66547-3e9a-4ccf-8c7b-8d62bd7b460e)
• Stochastic Intrinsic Kriging for Simulation Metamodelling
  Other publications TiSEM, Tilburg University, School of Economics and Management (2015)
  by Mehdad, Ehsan & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:00bed9cb-d34c-4e98-93ef-e805fce63fa0)
• Factor Screening For Simulation With Multiple Responses : Sequential Bifurcation
  Other publications TiSEM, Tilburg University, School of Economics and Management (2013)
  by Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue
  (ReDIF-paper, tiu:tiutis:02d31acf-b6be-4c0f-beb7-59fd58cdf483)
• The role of statistical methodology in simulation
  Other publications TiSEM, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:05085a08-4669-4775-adc5-439697b2363d)
• Kriging : Methods and Applications
  Other publications TiSEM, Tilburg University, School of Economics and Management (2017)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:0e31d8b9-596f-4bbc-a248-00b22c757ba9)
• Monte Carlo sampling and variance reduction techniques
  Other publications TiSEM, Tilburg University, School of Economics and Management (1994)
  by Kleijnen, J.P.C. & Rubinstein, R.Y.
  (ReDIF-paper, tiu:tiutis:11ad5d69-fbbf-4bfc-99a6-dfb7a97febe1)
• Regression analysis for simulation practitioners
  Other publications TiSEM, Tilburg University, School of Economics and Management (1981)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:146b7f08-9a53-44a0-82d6-f8cb1c35366a)
• De rol van simulatie in de algemene econometrie
  Other publications TiSEM, Tilburg University, School of Economics and Management (1975)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:14cfc265-e227-41f9-b51c-9c35dd86fbe8)
• Configuring a pull production control strategy through a generic model
  Other publications TiSEM, Tilburg University, School of Economics and Management (1997)
  by Gaury, E.G.A. & Kleijnen, J.P.C. & Pierreval, H.
  (ReDIF-paper, tiu:tiutis:14fa31be-acdd-4bdc-9af1-e8141078b938)
• Statistical Testing of Optimality Conditions in Multiresponse Simulation-Based Optimization (Replaced by Discussion Paper 2007-45)
  Other publications TiSEM, Tilburg University, School of Economics and Management (2005)
  by Bettonvil, B.W.M. & Del Castillo, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:1534f13f-c7f4-407b-939a-feba422f5778)
• Short-term robustness of production management systems
  Other publications TiSEM, Tilburg University, School of Economics and Management (1998)
  by Kleijnen, J.P.C. & Gaury, E.G.A.
  (ReDIF-paper, tiu:tiutis:16242ef0-2b3d-4865-b71f-e911d737c4f7)
• Supply Chain Simulation : A Survey
  Other publications TiSEM, Tilburg University, School of Economics and Management (2003)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:1635e925-dd25-4c35-8677-67d72de29d85)
• Screening Experiments for Simulation : A Review
  Other publications TiSEM, Tilburg University, School of Economics and Management (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:164486bc-0852-4d15-bdf8-5521f1340833)
• Analyzing simulation experiments with common random number, part II : Rao's approach
  Other publications TiSEM, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:18f1a3e3-e82a-4c21-b3bf-b2f02395ecb1)
• Application-driven Sequential Designs for Simulation Experiments : Kriging Metamodeling
  Other publications TiSEM, Tilburg University, School of Economics and Management (2003)
  by Kleijnen, J.P.C. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:1af5ac49-a5f3-4b8a-901c-b094a45ea518)
• Variance heterogeneity in experimental design
  Other publications TiSEM, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:1b3b8f68-d6f4-42da-9a57-8fca95c7c2c2)
• Experimental Design for Sensitivity Analysis of Simulation Models
  Other publications TiSEM, Tilburg University, School of Economics and Management (2001)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:1c716145-1d34-41b5-b965-7b56096f1d7e)
• 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 (1990)
  by van Eijs, M.J.G. & Heuts, R.M.J. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:1e41f7d9-16e8-4518-a660-66c5111545ff)
• Regression analysis : Assumptions, alternatives, applications
  Other publications TiSEM, Tilburg University, School of Economics and Management (1983)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:1f65af2d-8958-4929-a726-0543b6213a7e)
• Sensitivity Analysis of Simulation Models
  Other publications TiSEM, Tilburg University, School of Economics and Management (2009)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:2016cf94-0329-4aa0-a4ea-499ebaa2cba9)
• Validating the Assumptions of Sequential Bifurcation in Factor Screening
  Other publications TiSEM, Tilburg University, School of Economics and Management (2015)
  by Shi, W. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:20917855-af54-4d4d-a54b-6235540f9bf7)
• Two-stage versus sequential sample-size determination in regression analysis of simulation experiments
  Other publications TiSEM, Tilburg University, School of Economics and Management (1994)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiutis:213408cc-6102-4c96-ab6d-059322488011)
• Maximizing the simulation output : A competition
  Other publications TiSEM, Tilburg University, School of Economics and Management (1998)
  by Kleijnen, J.P.C. & Pala, O.
  (ReDIF-paper, tiu:tiutis:24153bd9-7220-4888-8403-4723db0f6206)
• Sensitivity analysis of simulation experiments : Regression analysis and statistical design
  Other publications TiSEM, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:25aee5db-38eb-4e05-b032-2f126e4e4b09)
• Analyzing simulation experiments with common random numbers (Part I, 2nd rev. and expanded version)
  Other publications TiSEM, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:270d903a-119d-4a53-8392-824ab4ea7603)
• Finding the Important Factors in Large Discrete-Event Simulation : Sequential Bifurcation and its Applications
  Other publications TiSEM, Tilburg University, School of Economics and Management (2003)
  by Kleijnen, J.P.C. & Bettonvil, B.W.M. & Persson, F.
  (ReDIF-paper, tiu:tiutis:277fbead-f29b-4dee-a74d-c1093f42aac1)
• Kriging Metamodeling in Simulation : A Review
  Other publications TiSEM, Tilburg University, School of Economics and Management (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:29d6926e-c381-4b58-ae58-87116856e27c)
• Minimizing waiting times using priority classes : A case study in response surface methodology
  Other publications TiSEM, Tilburg University, School of Economics and Management (1977)
  by van den Bogaard, W. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:2bb41f9c-6254-441b-ba32-0911202cd04a)
• Regression estimators in simulation
  Other publications TiSEM, Tilburg University, School of Economics and Management (1977)
  by Hopmans, A.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:3008f4d6-c3cc-494b-bc87-d88f8168c6e5)
• 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 (2022)
  by Kleijnen, Jack & van Nieuwenhuyse, I. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:31a06a3b-dfc4-4431-a141-5f711ea73cc3)
• Small-jobs-first : A combined queuing, simulation, and regression analysis
  Other publications TiSEM, Tilburg University, School of Economics and Management (1979)
  by Keyzer, F. & Kleijnen, J.P.C. & Mullenders, E. & van Reken, A.J.
  (ReDIF-paper, tiu:tiutis:33270f95-8627-4ea7-8e7b-ae9d374475a5)
• Statistical analysis of steady-state simulations : Survey of recent progress
  Other publications TiSEM, Tilburg University, School of Economics and Management (1983)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:34ff11e5-a609-4d11-8e23-8f65097f922b)
• Statistical Analysis of Random Simulations : Bootstrap Tutorial
  Other publications TiSEM, Tilburg University, School of Economics and Management (2002)
  by Deflandre, D. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:351056e6-c63d-4fec-8c00-a7e5999dd944)
• Statistical Tests for Cross-Validation of Kriging Models
  Other publications TiSEM, Tilburg University, School of Economics and Management (2019)
  by Kleijnen, Jack & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:35fba511-2931-47d5-a9ba-30b1229e9093)
• Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping
  Other publications TiSEM, Tilburg University, School of Economics and Management (2004)
  by van Beers, W.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:372530d0-3a48-43c5-a91a-456d48489b8e)
• Sampling for quality inspection and correction : AOQL performance criteria
  Other publications TiSEM, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & Kriens, J. & Lafleur, M.
  (ReDIF-paper, tiu:tiutis:37cc7469-5c76-4504-adec-45f5c805c1fb)
• Regression sampling in statistical auditing
  Other publications TiSEM, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C. & Kriens, J. & Timmermans, H. & van den Wildenberg, H.
  (ReDIF-paper, tiu:tiutis:38f1865d-8749-4ba5-9be0-0860a16ab06f)
• "Information economics" : Inleiding en kritiek
  Other publications TiSEM, Tilburg University, School of Economics and Management (1976)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:3b0a0c54-ff9b-4f20-bd6e-aa3a472233e4)
• 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 (1997)
  by van Heck, H.W.G.M. & van Damme, E.E.C. & Kleijnen, J.P.C. & Ribbers, P.M.A.
  (ReDIF-paper, tiu:tiutis:3e3fb2b7-065f-44e3-825d-98be9b9ac767)
• Statistical Testing of Optimality Conditions in Multiresponse Simulation-based Optimization (Revision of 2005-81)
  Other publications TiSEM, Tilburg University, School of Economics and Management (2007)
  by Bettonvil, B.W.M. & Del Castillo, E. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:3e563d88-0029-47f6-a66b-ed001f03a5fb)
• Validation of Simulation, With and Without Real Data
  Other publications TiSEM, Tilburg University, School of Economics and Management (1998)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:40e44c6d-3f65-4f8f-8e30-cf9761b60eb8)
• Verification and validation of models
  Other publications TiSEM, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:423de07e-cd28-49ef-b335-7541a1505d2e)
• Response Surface Methodology's Steepest Ascent and Step Size Revisited
  Other publications TiSEM, Tilburg University, School of Economics and Management (2002)
  by Kleijnen, J.P.C. & den Hertog, D. & Angun, M.E.
  (ReDIF-paper, tiu:tiutis:44a5bc64-49e5-47f5-abe7-3e950348564c)
• Economic framework for information systems
  Other publications TiSEM, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:45d15745-54b7-49ee-8b4e-d4a1079353d0)
• Simulation with too many factors : Review of random and group-screening designs
  Other publications TiSEM, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:468b5175-404b-4eb0-85ca-202ebb6b4a5e)
• Quantile estimation in regenerative simulation : A case study
  Other publications TiSEM, Tilburg University, School of Economics and Management (1975)
  by Coppens, G.W.J. & van Dongen, M.P.F.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:47d08ba8-1213-41a9-8524-3002b30e1cb3)
• Adjustable Robust Parameter Design with Unknown Distributions
  Other publications TiSEM, Tilburg University, School of Economics and Management (2013)
  by Yanikoglu, I. & den Hertog, D. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:47fec228-1ffe-4803-8e97-58a9a822e96f)
• Validation of Simulation Models : Regression Analysis Revisited
  Other publications TiSEM, Tilburg University, School of Economics and Management (1996)
  by Kleijnen, J.P.C. & Bettonvil, B.W.M. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiutis:4891f156-fe9c-4360-b82d-3bd189a63247)
• Classic Kriging versus Kriging with Bootstrapping or Conditional Simulation : Classic Kriging's Robust Confidence Intervals and Optimization (Revised version of CentER DP 2013-038)
  Other publications TiSEM, Tilburg University, School of Economics and Management (2014)
  by Mehdad, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:4915047b-afe4-4fc7-8a1c-45b8537fb4ea)
• Statistical validation of simulation models : A case study
  Other publications TiSEM, Tilburg University, School of Economics and Management (1995)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:4da192cf-c3f4-40a4-aea4-59add2c55d89)
• Experimental design and regression analysis in simulation : An FMS case study
  Other publications TiSEM, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & Standridge, C.R.
  (ReDIF-paper, tiu:tiutis:4dab0d4f-75ae-4329-a794-6e603cecf46e)
• Optimization of Simulated Inventory Systems : OptQuest and Alternatives
  Other publications TiSEM, Tilburg University, School of Economics and Management (2006)
  by Kleijnen, J.P.C. & Wan, J.
  (ReDIF-paper, tiu:tiutis:4de9f913-3c25-4750-9abb-6278a24d59e4)
• Simulatie
  Other publications TiSEM, Tilburg University, School of Economics and Management (1987)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:4dfa8aad-59c2-471e-ad93-93d995d1f335)
• Conditional simulation for efficient global optimization
  Other publications TiSEM, Tilburg University, School of Economics and Management (2013)
  by Kleijnen, Jack P.C. & Mehdad, E.
  (ReDIF-paper, tiu:tiutis:52e4860d-9887-4a63-b19a-738cff130a47)
• Superefficient estimation of power functions in simulation experiments
  Other publications TiSEM, Tilburg University, School of Economics and Management (1984)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:559fbcc7-e1d5-44c5-a658-a34301d72953)
• When is the design of a manufacturing system acceptable in the presence of uncertainty?
  Other publications TiSEM, Tilburg University, School of Economics and Management (2009)
  by Kleijnen, Jack P.C. & Pierreval, H. & Zhang, J.
  (ReDIF-paper, tiu:tiutis:58fba7c4-8fd2-44d4-8ec3-f9d851906ffe)
• Monotonicity-Preserving Bootstrapped Kriging Metamodels for Expensive Simulations
  Other publications TiSEM, Tilburg University, School of Economics and Management (2009)
  by Kleijnen, Jack P.C. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:59d5c29b-25a3-4af9-921f-bf3a28d93a38)
• 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 (2001)
  by Kleijnen, J.P.C. & Vonk Noordegraaf, A. & Nielen, M.
  (ReDIF-paper, tiu:tiutis:59f18375-cda1-4f21-afff-ba672a814aec)
• Optimization Versus Robustness in Simulation : A Practical Methodology, With a Production-Management Case-Study
  Other publications TiSEM, Tilburg University, School of Economics and Management (2001)
  by Kleijnen, J.P.C. & Gaury, E.G.A.
  (ReDIF-paper, tiu:tiutis:5b506682-ac58-4dd6-8c4c-cbed29f4e6ef)
• Importance sampling in systems simulation : A practical failure?
  Other publications TiSEM, Tilburg University, School of Economics and Management (1978)
  by Hopmans, A.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:5ca90b5f-60b8-4d60-a723-61d678fb9d75)
• Identifying the important factors in simulation models with many factors
  Other publications TiSEM, Tilburg University, School of Economics and Management (1994)
  by Bettonvil, B. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:5da4bf9f-3126-4cf9-954f-f2140dbd8b4c)
• The power of weighted and ordinary least squares with estimated unequal variances in experimental design
  Other publications TiSEM, Tilburg University, School of Economics and Management (1984)
  by Kleijnen, J.P.C. & Cremers, P. & van Belle, F.
  (ReDIF-paper, tiu:tiutis:5dffce48-1b2f-48b8-b958-31e0d8bd8997)
• Efficient Global Optimization for Black-Box Simulation via Sequential Intrinsic Kriging
  Other publications TiSEM, Tilburg University, School of Economics and Management (2015)
  by Mehdad, Ehsan & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:5e785713-146c-4e5b-b671-f7eb4a8b7a41)
• Pseudorandom number generation on supercomputers
  Other publications TiSEM, Tilburg University, School of Economics and Management (1989)
  by Kleijnen, J.P.C. & Adams, N.
  (ReDIF-paper, tiu:tiutis:5ef11890-90b4-43ee-90cb-256b1090d339)
• Supercomputers, Monte Carlo simulation and regression analysis
  Other publications TiSEM, Tilburg University, School of Economics and Management (1989)
  by Kleijnen, J.P.C. & Annink, B.
  (ReDIF-paper, tiu:tiutis:5f17d2a8-d211-4c1c-9f8a-3c4af8d2c256)
• Sequential Probability Ration Tests : Conservative and Robust
  Other publications TiSEM, Tilburg University, School of Economics and Management (2017)
  by Kleijnen, J.P.C. & Shi, Wen
  (ReDIF-paper, tiu:tiutis:5f24e30d-7931-4be4-96f0-68f8898e6667)
• Regression metamodels for simulation with common random numbers : Comparison of techniques
  Other publications TiSEM, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:5fd22b3f-acd9-4309-9090-15d4d687f6f4)
• Regression metamodel summarization of model behaviour
  Other publications TiSEM, Tilburg University, School of Economics and Management (1982)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:5ff81a8b-a5ca-4405-8606-e89bb2f5208f)
• Ethische vragen in Operations Research
  Other publications TiSEM, Tilburg University, School of Economics and Management (2012)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:62e545b8-c424-4967-97eb-28ee5f3137cd)
• Factor Screening for Simulation with Multiple Responses : Sequential Bifurcation
  Other publications TiSEM, Tilburg University, School of Economics and Management (2012)
  by Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue
  (ReDIF-paper, tiu:tiutis:631ee82e-aff7-468c-838a-966e800b6596)
• Jackknifing estimated weighted least squares
  Other publications TiSEM, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & Karremans, P. & Oortwijn, W.
  (ReDIF-paper, tiu:tiutis:663e996b-5c8c-46f4-ab23-b50d95dddf3b)
• Simulation Experiments in Practice : Statistical Design and Regression Analysis
  Other publications TiSEM, Tilburg University, School of Economics and Management (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:66449de2-3d9c-4d19-a3e4-ada1b703bcde)
• A scenario for sequential experimentation
  Other publications TiSEM, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:66e3aece-fa85-4afd-817c-4abeb1293537)
• Identifying the important factors in simulation models with many factors
  Other publications TiSEM, Tilburg University, School of Economics and Management (1991)
  by Bettonvil, B.W.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:69669687-58b0-43b6-b04a-d1f721793820)
• Robust optimization in simulation : Taguchi and Response Surface Methodology
  Other publications TiSEM, Tilburg University, School of Economics and Management (2010)
  by Dellino, G. & Kleijnen, Jack P.C. & Meloni, C.
  (ReDIF-paper, tiu:tiutis:6a101dae-10b0-40af-815f-0e7c0eceb6be)
• Simulation-Optimization via Kriging and Bootstrapping : A Survey (Revision of CentER DP 2011-064)
  Other publications TiSEM, Tilburg University, School of Economics and Management (2013)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:6ac4e049-ad86-447f-aeec-ad5d9ccc7248)
• Monotonicity-preserving bootstrapped kriging metamodels for expensive simulations
  Other publications TiSEM, Tilburg University, School of Economics and Management (2013)
  by Kleijnen, Jack P.C. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:6b0d8c68-19f5-485b-b3e2-9e92770efae5)
• A DSS for production planning : A case study including simulation and optimization
  Other publications TiSEM, Tilburg University, School of Economics and Management (1987)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:6c1f2c14-d4db-43a4-98b5-b1c3aaa01350)
• Pseudorandom number generators revisited
  Other publications TiSEM, Tilburg University, School of Economics and Management (1989)
  by Kleijnen, J.P.C. & Annink, B.
  (ReDIF-paper, tiu:tiutis:70869d41-8c48-422e-b762-11f50fe7b230)
• Validation of simulation models : Mine-hunting case-study
  Other publications TiSEM, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C. & Alink, G.A.
  (ReDIF-paper, tiu:tiutis:7158fbd4-2932-4cc9-8c10-54608b17af01)
• Parametric and distribution-free bootstrapping in robust simulation-optimization
  Other publications TiSEM, Tilburg University, School of Economics and Management (2010)
  by Dellino, G. & Kleijnen, Jack P.C. & Meloni, C.
  (ReDIF-paper, tiu:tiutis:752f82df-4427-4208-b56f-61d10fbf7e43)
• 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 (2017)
  by Shi, Wen & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:763fd6f8-b618-4b06-a284-5a1b27840044)
• Design and Analysis of Monte Carlo Experiments
  Other publications TiSEM, Tilburg University, School of Economics and Management (2004)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:7a12daae-c849-427e-8269-79cf3f8e68dd)
• Regression Models and Experimental Designs : A Tutorial for Simulation Analaysts
  Other publications TiSEM, Tilburg University, School of Economics and Management (2006)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:7b8ecddb-f49e-4b80-865b-aa8c76d813fa)
• Sampling for quality inspection and correction : AOQL performance criteria (Version 3)
  Other publications TiSEM, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C. & Kriens, J. & Lafleur, M.C.H.M. & Pardoel, J.H.F.
  (ReDIF-paper, tiu:tiutis:7d94cfa3-f84e-411c-b9d6-d442f86ad35c)
• Vector computers, Monte Carlo simulation, and regression analysis : An introduction (Version 2)
  Other publications TiSEM, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C. & Annink, B.
  (ReDIF-paper, tiu:tiutis:7f5d2937-24c1-4edb-b479-258d9e5d7953)
• Response Surface Methodology
  Other publications TiSEM, Tilburg University, School of Economics and Management (2014)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:7f9f17ee-db7f-4041-a686-d41f32a78539)
• An Overview of the Design and Analysis of Simulation Experiments for Sensitivity Analysis
  Other publications TiSEM, Tilburg University, School of Economics and Management (2004)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:8151e500-26af-4fb3-87cc-9800653de852)
• Variance Reduction Techniques in Monte Carlo Methods
  Other publications TiSEM, Tilburg University, School of Economics and Management (2010)
  by Kleijnen, Jack P.C. & Ridder, A.A.N. & Rubinstein, R.Y.
  (ReDIF-paper, tiu:tiutis:87680d1a-53c1-4107-ada4-71b0a2bf46a0)
• 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 (1995)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:87ee6ee0-592c-4204-ac50-65d83167bc91)
• Decision Support Systems (DSS), en de kleren van de keizer ..
  Other publications TiSEM, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:87f070ee-2352-4db6-8e0b-ce58b74dfc8d)
• Optimal design of experiments with simulation models of nearly saturated queues
  Other publications TiSEM, Tilburg University, School of Economics and Management (1999)
  by Cheng, R.C.H. & Kleijnen, J.P.C. & Melas, V.
  (ReDIF-paper, tiu:tiutis:880ba768-1785-4749-8c1b-47ad02ca3ee1)
• Ethical issues in engineering models : An operations researcher's reflections
  Other publications TiSEM, Tilburg University, School of Economics and Management (2011)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:88caba9e-1d78-47d7-9a0b-b80b8e5a4814)
• Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping
  Other publications TiSEM, Tilburg University, School of Economics and Management (2005)
  by van Beers, W.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:893d38f9-8ca5-42ae-9737-6083ea889cdd)
• On the interpretation of variables
  Other publications TiSEM, Tilburg University, School of Economics and Management (1983)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:89630dcd-d50d-4fe7-981f-b213de79f5f6)
• Multivariate Versus Univariate Kriging Metamodels for Multi-Response Simulation Models (Revision of 2012-039)
  Other publications TiSEM, Tilburg University, School of Economics and Management (2014)
  by Kleijnen, Jack P.C. & Mehdad, E.
  (ReDIF-paper, tiu:tiutis:8a096696-f700-4cbe-9474-c6e93f5e323b)
• New species of hybrid pull systems
  Other publications TiSEM, Tilburg University, School of Economics and Management (1998)
  by Gaury, E.G.A. & Pierreval, H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:8be33c99-40bc-4af0-bdf8-8a38e12ca3fb)
• Global Optimization for Black-box Simulation via Sequential Intrinsic Kriging
  Other publications TiSEM, Tilburg University, School of Economics and Management (2014)
  by Mehdad, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:8fa8d96f-a086-4c4b-88ab-9c8b523beb64)
• Computers and operations research : A survey
  Other publications TiSEM, Tilburg University, School of Economics and Management (1976)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:902bbc90-b697-402d-ba0f-8d8562f2d648)
• Timeliness of information : A basic model
  Other publications TiSEM, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:92703852-926e-4f20-a7b7-410918fdb860)
• Ethical Issues in Engineering Models : Personal Reflections
  Other publications TiSEM, Tilburg University, School of Economics and Management (2010)
  by Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:933d9e13-da33-43fd-a0fe-edb40f71c7cc)
• Measurement scales and resolution IV designs : A note (Version 3)
  Other publications TiSEM, Tilburg University, School of Economics and Management (1988)
  by Bettonvil, B.W.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:93837dd8-9a93-4d67-acb7-6f82017ecc2a)
• Convex and monotonic bootstrapped kriging
  Other publications TiSEM, Tilburg University, School of Economics and Management (2012)
  by Kleijnen, Jack P.C. & Mehdad, E. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:972e079d-0209-45bf-b25e-ae65c56b853a)
• Simulation and optimization in production planning : A case study (Version 2)
  Other publications TiSEM, Tilburg University, School of Economics and Management (1988)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:97a8a024-2229-4f33-8edb-1bea5638b134)
• Short-Term Robustness of Production Management Systems : New Methodology
  Other publications TiSEM, Tilburg University, School of Economics and Management (2000)
  by Kleijnen, J.P.C. & Gaury, E.G.A.
  (ReDIF-paper, tiu:tiutis:984854b7-9f75-4b46-a279-2d19e5fffec2)
• Generalized Response Surface Methodology : A New Metaheuristic
  Other publications TiSEM, Tilburg University, School of Economics and Management (2006)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:9a11fb77-d2e1-4c6e-8bba-0c003a348f33)
• Stochastic Intrinsic Kriging for Simulation Metamodelling
  Other publications TiSEM, Tilburg University, School of Economics and Management (2014)
  by Mehdad, E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:9ab2e856-d971-475d-a842-de073d7b13b3)
• Generalizations of simulation results : Practicality of statistical methods (Part one)
  Other publications TiSEM, Tilburg University, School of Economics and Management (1977)
  by van den Burg, A.J. & van der Ham, R.T. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:9b75fb1e-414a-471b-b3c5-901f6904ca34)
• Cross-validation using the t statistic
  Other publications TiSEM, Tilburg University, School of Economics and Management (1981)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:a0f1d641-dfb5-4b46-b739-97cd3540f5ac)
• Operations research and computers
  Other publications TiSEM, Tilburg University, School of Economics and Management (1977)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:a32ddec4-cafb-4dfa-93f6-696b3e5aa060)
• A User's Guide to the Brave New World of Designing Simulation Experiments
  Other publications TiSEM, Tilburg University, School of Economics and Management (2003)
  by Kleijnen, J.P.C. & Sanchez, S.M. & Lucas, T.W. & Cioppa, T.M.
  (ReDIF-paper, tiu:tiutis:a6910d11-f9bc-4246-b1a7-2acf330acba8)
• An asymptotic test of optimality conditions in multiresponse simulation optimization
  Other publications TiSEM, Tilburg University, School of Economics and Management (2012)
  by Angun, M.E. & Kleijnen, Jack P.C.
  (ReDIF-paper, tiu:tiutis:a69dfa59-b0e1-45bd-8cd6-a9529d4d8d96)
• 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 (1979)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:ab924271-4c76-4574-9294-9c62d8a77adf)
• Deterministic versus Stochastic Sensitivity Analysis in Investment Problems : An Environmental Case Study
  Other publications TiSEM, Tilburg University, School of Economics and Management (2001)
  by van Groenendaal, W.J.H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:ac367e60-1307-47e9-a27c-4240e5a4da9a)
• Customized Pull Systems for Single-Product Flow Lines
  Other publications TiSEM, Tilburg University, School of Economics and Management (1998)
  by Gaury, E.G.A. & Kleijnen, J.P.C. & Pierreval, H.
  (ReDIF-paper, tiu:tiutis:ac7da569-7495-4fc4-a4e1-083acea05e4f)
• Sealed-Bid Auction of Dutch Mussels : Statistical Analysis
  Other publications TiSEM, Tilburg University, School of Economics and Management (2007)
  by Kleijnen, J.P.C. & van Schaik, F.D.J.
  (ReDIF-paper, tiu:tiutis:ad4ed28a-8d20-4d5a-bdc2-fa6d86d42e98)
• Prediction for Big Data through Kriging : Small Sequential and One-Shot Designs
  Other publications TiSEM, Tilburg University, School of Economics and Management (2018)
  by Kleijnen, J.P.C. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:b0504930-f518-44f7-908c-6a147cef26bd)
• Constrained optimization in simulation : A novel approach
  Other publications TiSEM, Tilburg University, School of Economics and Management (2010)
  by Kleijnen, Jack P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I.
  (ReDIF-paper, tiu:tiutis:b3655866-b593-4854-a4fd-559e6e6ff4a9)
• Sensitivity analysis of simulation experiments : Tutorial on regression analysis and statistical design
  Other publications TiSEM, Tilburg University, School of Economics and Management (1991)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:b3c349a9-ab3e-4a20-90ae-90c58ea77130)
• A Methodology for Fitting and Validating Metamodels in Simulation
  Other publications TiSEM, Tilburg University, School of Economics and Management (1997)
  by Kleijnen, J.P.C. & Sargent, R.
  (ReDIF-paper, tiu:tiutis:b8c2217c-f02c-4786-b704-77587495aec8)
• Regression analysis of simulation experiments : Functional software specification
  Other publications TiSEM, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:bc5d0c89-0fc1-42ce-8183-ba2887860fca)
• Sensitivity analysis and related analysis : A survey of statistical techniques
  Other publications TiSEM, Tilburg University, School of Economics and Management (1995)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:bcf947da-25e3-431d-a1f6-6f2f388b48ee)
• Een toepassing van "importance sampling"
  Other publications TiSEM, Tilburg University, School of Economics and Management (1969)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:bf0af012-6182-410c-ab63-e62849a98600)
• Optimization and sensitivity analysis of computer simulation models by the score function method
  Other publications TiSEM, Tilburg University, School of Economics and Management (1995)
  by Kleijnen, J.P.C. & Rubinstein, R.Y.
  (ReDIF-paper, tiu:tiutis:bf6eb5a0-3fef-46ef-a6f4-991518cf878e)
• Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models
  Other publications TiSEM, Tilburg University, School of Economics and Management (1997)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:c0e2bc10-e550-4cf2-b649-6452dfea1ffe)
• Simulation in the evaluation of management information systems : An overview and evaluation
  Other publications TiSEM, Tilburg University, School of Economics and Management (1979)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:c1598f8d-2d8d-4bda-802e-842786447031)
• Scoring methods, multiple criteria, and utility analysis
  Other publications TiSEM, Tilburg University, School of Economics and Management (1978)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:c43ac459-55ef-4e4d-ad9c-229a18f72b35)
• Robust Optimization in Simulation : Taguchi and Response Surface Methodology
  Other publications TiSEM, Tilburg University, School of Economics and Management (2008)
  by Dellino, G. & Kleijnen, J.P.C. & Meloni, C.
  (ReDIF-paper, tiu:tiutis:c4740efb-1374-491b-9e0c-ac916f031884)
• Efficient estimation of power functions
  Other publications TiSEM, Tilburg University, School of Economics and Management (1984)
  by Kleijnen, J.P.C. & Denis, H.M.M.T. & Kerckhoffs, R.M.G.
  (ReDIF-paper, tiu:tiutis:c4b6866c-c4df-4104-8cc7-ebaf9e46f395)
• Regression and Kriging Metamodels with Their Experimental Designs in Simulation : Review
  Other publications TiSEM, Tilburg University, School of Economics and Management (2015)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:c592e895-1656-43c3-8c7e-f3530b04af9c)
• Techniques for sensitivity analysis of simulation models : A case study of the CO2 greenhouse effect
  Other publications TiSEM, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C. & van Ham, G. & Rotmans, J.
  (ReDIF-paper, tiu:tiutis:c6c8ee93-e434-44ec-be11-e568c727db7f)
• Design and Analysis of simulation experiments : Tutorial
  Other publications TiSEM, Tilburg University, School of Economics and Management (2017)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:c7ad6b68-dcd6-4485-9ee2-08d2e3eab6cb)
• Simulation Optimization through Regression or Kriging Metamodels
  Other publications TiSEM, Tilburg University, School of Economics and Management (2017)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:c7f60f02-9dc5-41fc-897f-2e58c1824f01)
• Two-stage versus sequential sample-size determination in regression analysis of simulation experiments
  Other publications TiSEM, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiutis:cac61c9f-0967-4f5a-aab1-9ecfec2206ad)
• Verification and validation of simulation models
  Other publications TiSEM, Tilburg University, School of Economics and Management (1992)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:cb477373-4711-405d-b712-3587bd81e878)
• Selecting random number seeds in practice
  Other publications TiSEM, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:cbc570eb-2689-42e3-b78c-884de8f563da)
• Kriging in Multi-response Simulation, including a Monte Carlo Laboratory (Replaced by 2014-012)
  Other publications TiSEM, Tilburg University, School of Economics and Management (2012)
  by Kleijnen, Jack P.C. & Mehdad, E.
  (ReDIF-paper, tiu:tiutis:cf311469-5f8c-4c1e-ad4f-6902b04e11eb)
• Measuring the Quality of Publications : New Methodology and Case Study
  Other publications TiSEM, Tilburg University, School of Economics and Management (2000)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiutis:d096c064-cfe9-4ba3-8cbb-956bf4b9b100)
• Convex and Monotonic Bootstrapped Kriging
  Other publications TiSEM, Tilburg University, School of Economics and Management (2012)
  by Kleijnen, Jack P.C. & Mehdad, E. & van Beers, W.C.M.
  (ReDIF-paper, tiu:tiutis:d1114eff-4ceb-4d67-9ab6-a746b7d016b8)
• Statistical aspects of simulation : An updated survey
  Other publications TiSEM, Tilburg University, School of Economics and Management (1981)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:d25cfc24-3780-4c8f-a414-6f47c852a76c)
• Expected Improvement in Efficient Global Optimization Through Bootstrapped Kriging - Replaces CentER DP 2010-62
  Other publications TiSEM, Tilburg University, School of Economics and Management (2011)
  by Kleijnen, Jack P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I.
  (ReDIF-paper, tiu:tiutis:d3b15c46-27c4-493e-8c53-9df60be8ff0b)
• Simulation Experiments in Practice : Statistical Design and Regression Analysis
  Other publications TiSEM, Tilburg University, School of Economics and Management (2007)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:d4bee6b0-7a00-4695-85ed-6975fe7cb1f2)
• Optimal design of simulation experiments with nearly saturated queues
  Other publications TiSEM, Tilburg University, School of Economics and Management (1995)
  by Cheng, R.C.H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:d66d1566-1244-40ff-bfcd-ce61b0608d6a)
• Improved design of queuing simulation experiments with highly heteroscedastic responses
  Other publications TiSEM, Tilburg University, School of Economics and Management (1996)
  by Cheng, R.C.H. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:d8a325a9-82bf-4d23-839e-264c40acc7fd)
• White Noise Assumptions Revisited : Regression Models and Statistical Designs for Simulation Practice
  Other publications TiSEM, Tilburg University, School of Economics and Management (2006)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:d8c37ad3-f9a5-4824-986d-274bf7fe91bb)
• Robust Optimization in Simulation : Taguchi and Krige Combined
  Other publications TiSEM, Tilburg University, School of Economics and Management (2009)
  by Dellino, G. & Kleijnen, Jack P.C. & Meloni, C.
  (ReDIF-paper, tiu:tiutis:d919b893-db2b-4d97-a392-4a55e2ad2494)
• Estimating the Variance of the Predictor in Stochastic Kriging
  Other publications TiSEM, Tilburg University, School of Economics and Management (2015)
  by Kleijnen, J.P.C. & Mehdad, Ehsan
  (ReDIF-paper, tiu:tiutis:dbbd2fa2-eccf-4f71-be9b-cb15f9ebad30)
• Sealed-Bid Auctions : Case Study
  Other publications TiSEM, Tilburg University, School of Economics and Management (2001)
  by van Schaik, F.D.J. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:dd93bf40-d790-4fd1-ac2c-f1f770825935)
• Kriging for Interpolation in Random Simulation
  Other publications TiSEM, Tilburg University, School of Economics and Management (2001)
  by van Beers, W.C.M. & Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:e007110c-e224-484d-92f0-caae6a13f3e4)
• Design of Experiments : An Overview
  Other publications TiSEM, Tilburg University, School of Economics and Management (2008)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:e05cfa13-127a-48c9-a5b6-78e320ade144)
• Regression analysis of factoral designs with sequential replication
  Other publications TiSEM, Tilburg University, School of Economics and Management (1986)
  by Kleijnen, J.P.C. & van Groenendaal, W.J.H.
  (ReDIF-paper, tiu:tiutis:e0bf2494-2e2f-478f-aee7-582bd5f18412)
• Constrained Optimization in Simulation : A Novel Approach
  Other publications TiSEM, Tilburg University, School of Economics and Management (2008)
  by Kleijnen, J.P.C. & van Beers, W.C.M. & van Nieuwenhuyse, I.
  (ReDIF-paper, tiu:tiutis:e49ba0fc-853c-4a13-b564-d34fce620b71)
• Methodology for Determining the Acceptability of Given Designs in Uncertain Environments
  Other publications TiSEM, Tilburg University, School of Economics and Management (2009)
  by Kleijnen, J.P.C. & Pierreval, H. & Zhang, J.
  (ReDIF-paper, tiu:tiutis:e4f96b06-a05f-4da2-b651-86bfb6314a47)
• Generalizing simulation results through metamodels
  Other publications TiSEM, Tilburg University, School of Economics and Management (1977)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:e671b2d6-c334-4938-99aa-3ca00f64b9fc)
• Methodology for determining the acceptability of system designs in uncertain environments
  Other publications TiSEM, Tilburg University, School of Economics and Management (2011)
  by Kleijnen, Jack P.C. & Pierreval, H. & Zhang, J.
  (ReDIF-paper, tiu:tiutis:e7680883-7f29-4452-9533-662a0738b7ed)
• Testing the mean of an asymmetric population : Johnson's modified t test revisited
  Other publications TiSEM, Tilburg University, School of Economics and Management (1985)
  by Kleijnen, J.P.C. & Kloppenburg, G. & Meeuwsen, F.
  (ReDIF-paper, tiu:tiutis:f3e0bcb6-b583-464c-aecb-c1755b9d5140)
• Statistics and deterministic simulation models : Why not?
  Other publications TiSEM, Tilburg University, School of Economics and Management (1990)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:f732b666-c52a-46e3-af23-af3f60e6398c)
• Validation of Models : Statistical Techniques and Data Availability
  Other publications TiSEM, Tilburg University, School of Economics and Management (1999)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:f7518d14-a5e9-4c69-a579-6f514489c246)
• Design of simulation experiments
  Other publications TiSEM, Tilburg University, School of Economics and Management (1982)
  by Kleijnen, J.P.C.
  (ReDIF-paper, tiu:tiutis:fe43d49a-7307-4393-8bd7-e70ca541cc68)
• Stochastic intrinsic Kriging for simulation metamodeling
  Applied Stochastic Models in Business and Industry, John Wiley & Sons (2018)
  by Ehsan Mehdad & Jack P.C. Kleijnen
  (ReDIF-article, wly:apsmbi:v:34:y:2018:i:3:p:322-337)