Validation of Trace-Driven Simulation Models: A Novel Regression Test
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DOI: 10.1287/mnsc.44.6.812
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References listed on IDEAS
- Kleijnen, Jack P. C., 1995.
"Verification and validation of simulation models,"
European Journal of Operational Research, Elsevier, vol. 82(1), pages 145-162, April.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Other publications TiSEM cb477373-4711-405d-b712-3, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Research Memorandum FEW 542, Tilburg University, School of Economics and Management.
- Jeffrey D. Tew & James R. Wilson, 1992. "Validation of Simulation Analysis Methods for the Schruben-Margolin Correlation-Induction Strategy," Operations Research, INFORMS, vol. 40(1), pages 87-103, February.
- Harrison, S. R., 1990. "Regression of a model on real-system output: An invalid test of model validity," Agricultural Systems, Elsevier, vol. 34(3), pages 183-190.
- Dennis J. Aigner, 1972. "A Note on Verification of Computer Simulation Models," Management Science, INFORMS, vol. 18(11), pages 615-619, July.
- Kalman J. Cohen & Richard M. Cyert, 1961. "Computer Models in Dynamic Economics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(1), pages 112-127.
Citations
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Cited by:
- Rizzoli, Andrea E. & Fornara, Nicoletta & Gambardella, Luca Maria, 2002. "A simulation tool for combined rail/road transport in intermodal terminals," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 59(1), pages 57-71.
- Kleijnen, Jack P.C. & van Schaik, Frans D.J., 2011. "Sealed-bid auction of Netherlands mussels: Statistical analysis," International Journal of Production Economics, Elsevier, vol. 132(1), pages 154-161, July.
- Kleijnen, J.P.C., 1999.
"Validation of Models : Statistical Techniques and Data Availability,"
Other publications TiSEM
f7518d14-a5e9-4c69-a579-6, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 1999. "Validation of Models : Statistical Techniques and Data Availability," Discussion Paper 1999-104, Tilburg University, Center for Economic Research.
- Legato, Pasquale & Mazza, Rina M., 2001. "Berth planning and resources optimisation at a container terminal via discrete event simulation," European Journal of Operational Research, Elsevier, vol. 133(3), pages 537-547, September.
- van Schaik, F.D.J. & Kleijnen, J.P.C., 2001.
"Sealed-Bid Auctions : Case Study,"
Other publications TiSEM
dd93bf40-d790-4fd1-ac2c-f, Tilburg University, School of Economics and Management.
- van Schaik, F.D.J. & Kleijnen, J.P.C., 2001. "Sealed-Bid Auctions : Case Study," Discussion Paper 2001-73, Tilburg University, Center for Economic Research.
- Kleijnen, Jack P. C. & Sargent, Robert G., 2000.
"A methodology for fitting and validating metamodels in simulation,"
European Journal of Operational Research, Elsevier, vol. 120(1), pages 14-29, January.
- Kleijnen, J.P.C. & Sargent, R., 1997. "A Methodology for Fitting and Validating Metamodels in Simulation," Other publications TiSEM b8c2217c-f02c-4786-b704-7, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C. & Sargent, R., 1997. "A Methodology for Fitting and Validating Metamodels in Simulation," Discussion Paper 1997-116, Tilburg University, Center for Economic Research.
- Ilan Halachmi & Yitzhak Simon & Noam Mozes, 2014. "Simulation of the shift from marine netcages to inland recirculating aquaculture systems," Annals of Operations Research, Springer, vol. 219(1), pages 85-99, August.
- Halachmi, I. & Dzidic, A. & Metz, J. H. M. & Speelman, L. & Dijkhuizen, A. A. & Kleijnen, J. P. C., 2001. "Validation of simulation model for robotic milking barn design," European Journal of Operational Research, Elsevier, vol. 134(3), pages 677-688, November.
- Jack P. C. Kleijnen & Russell C. H. Cheng & Bert Bettonvil, 2001. "Validation of Trace-Driven Simulation Models: Bootstrap Tests," Management Science, INFORMS, vol. 47(11), pages 1533-1538, November.
- Kleijnen, J.P.C. & Cheng, R.C.H. & Bettonvil, B.W.M., 2000. "Validation of trace-driven simulation models : More on bootstrap tests," Other publications TiSEM 78dda39d-725a-488b-9618-b, Tilburg University, School of Economics and Management.
- Şükrü İmre & Fatih Canıtez & Dilay Çelebi, 2021. "The Socio-Technical Transition to Electric Vehicle Mobility in Turkey: A Multi-Level Perspective," International Journal of Operations Research and Information Systems (IJORIS), IGI Global, vol. 12(4), pages 1-17, October.
- Reis dos Santos, Pedro M. & Isabel Reis dos Santos, M., 2009. "Using subsystem linear regression metamodels in stochastic simulation," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1031-1040, August.
- Tedeschi, Luis Orlindo, 2006. "Assessment of the adequacy of mathematical models," Agricultural Systems, Elsevier, vol. 89(2-3), pages 225-247, September.
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More about this item
Keywords
Correlation; Paired Observations; Goodness-of-Fit; Type II Error; Power; Simultaneous Tests;All these keywords.
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