A methodology for cost-risk analysis in the statistical validation of simulation models

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A methodology for cost-risk analysis in the statistical validation of simulation models

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Communications of the ACM archive
Volume 24 , Issue 4 (April 1981) table of contents
Special issue on simulation modeling and statistical computing

Pages: 190 - 197

Year of Publication: 1981

ISSN:0001-0782

Authors

Osman Balci	Syracuse Univ., Syracuse, NY
Robert G. Sargent	Syracuse Univ., Syracuse, NY

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 9, Downloads (12 Months): 98, Citation Count: 30

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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	Balci, O. and Sargent, R.G. Bibliography on validation of simulation models. Newsletter--TIMS College on Simulation and Gaming, 4, 2, (Spring 1980) 11-15.
	2	Donald S. Burdick , Thomas H. Naylor, Design of computer simulation experiments for industrial systems, Communications of the ACM, v.9 n.5, p.329-339, May 1966 [doi>10.1145/355592.365616]
	3	Garratt, M. Statistical validation of simulation models. Proc. Summer Computer Simulation Conf., Houston, TX, July 1974, 915- 926.
	4	Grant, E.I. and Leavenworth, R.S. Statistical Quality Control McGraw-Hill, New York, 1972.
	5	Graybill, F.A. Theory and Application of the Linear Model Duxbury, North Scituate, 1976.
	6	Ito, K. and Schull, WJ. On the robustness of the To 2 test in multivariate analysis of variance when variance-covariance matrices are not equal. Biometrika, 51, Parts 1 and 2, (June 1964), 71-82.
	7	Luenberger, D.G. Introduction to Linear and Nonlinear Programming. Addison-Wesley, London, 1973.
	8	Mihram, G.A. Simular Credibility. Proc. Summer Computer Simulation Conf., Montreal, Canada, July 1973, 96-99.
	9	Miller, I. and Freund, J.E. Probability and Statistics for Engineers. Prentice-Hall, New Jersey, 1977.
	10	Morrison, D.F. Multivariate Statistical Methods. McGraw-Hill, New York, 1976.
	11	Naylor, T.H. and Finger, J.M. Verification of computer simulation models. Management Sci., 14, 2, (October 1967), B92- BI01.
	12	Robert G. Sargent, Validation of simulation models, Proceedings of the 11th conference on Winter simulation, p.497-503, December 03-05, 1979, San Diego, CA, United States
	13	Sargent, R.G. Verification and validation of simulation models. In Progress in Modelling and Simulation, edited by F.E. Cellier, Academic, London, 1981.
	14	Schlesinger, S. et al. Terminology for model credibility. Simulation, 32, 3, (March 1980), 103-104.
	15	Schruben, L.W. Establishing the credibility of simulations. Simulation, 34, 3, (March 1980), 101-105.
	16	Shannon, R.E. Systems Simulation: The Art and Science. Prentice-Hall, New Jersey, 1975.
	17	Bernard P. Zeigler, Theory of Modelling and Simulation, Krieger Publishing Co., Inc., Melbourne, FL, 1984

CITED BY 30

	Linda Weiser Friedman, Multivariate simulation output analysis: Past, present, and future, Proceedings of the 16th conference on Winter simulation, p.276-281, December 28-30, 1984, Dallas, TX
	Osman Balci, Guidelines for successful simluation studies (tutorial session), Proceedings of the 22nd conference on Winter simulation, p.25-32, December 09-12, 1990, New Orleans, Louisiana, United States
	Robert G. Sargent, A tutorial on verification and validation of simulation models, Proceedings of the 16th conference on Winter simulation, p.114-121, December 28-30, 1984, Dallas, TX
	Osman Balci, Credibility assessment of simulation results, Proceedings of the 18th conference on Winter simulation, p.38-44, December 08-10, 1986, Washington, D.C., United States
	Robert G. Sargent, Verifying and validating simulation models, Proceedings of the 28th conference on Winter simulation, p.55-64, December 08-11, 1996, Coronado, California, United States
	Robert G. Sargent, An overview of verification and validation of simulation models, Proceedings of the 19th conference on Winter simulation, p.33-39, December 14-16, 1987, Atlanta, Georgia, United States
	Osman Balci, Principles and techniques of simulation validation, verification, and testing, Proceedings of the 27th conference on Winter simulation, p.147-154, December 03-06, 1995, Arlington, Virginia, United States
	Robert G. Sargent, Validation and verification of simulation models, Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future, p.39-48, December 05-08, 1999, Phoenix, Arizona, United States
	Lori S. Cook, Factor screening of multiple responses, Proceedings of the 24th conference on Winter simulation, p.174-180, December 13-16, 1992, Arlington, Virginia, United States
	Robert G. Sargent, Validation and verification of simulation models, Proceedings of the 24th conference on Winter simulation, p.104-114, December 13-16, 1992, Arlington, Virginia, United States
	Robert G. Sargent, An expository on verification and validation of simulation models, Proceedings of the 17th conference on Winter simulation, p.15-22, December 11-13, 1985, San Francisco, California, United States
	Robert G. Sargent, Verification and validation of simulation models, Proceedings of the 26th conference on Winter simulation, p.77-87, December 11-14, 1994, Orlando, Florida, United States
	Robert G. Sargent, Verification, validation, and accreditation: verification, validation, and accreditation of simulation models, Proceedings of the 32nd conference on Winter simulation, December 10-13, 2000, Orlando, Florida
	Robert G. Sargent, Validating simulation models, Proceedings of the 15th conference on Winter simulation, p.333-338, December 12-14, 1983, Arlington, Virginia, United States
	Robert G. Sargent, Simulation model verification and validation, Proceedings of the 23rd conference on Winter simulation, p.37-47, December 08-11, 1991, Phoenix, Arizona, United States
	Lei Rao , Larry Owen , David Goldsman, Development and application of a validation framework for traffic simulation models, Proceedings of the 30th conference on Winter simulation, p.1079-1086, December 13-16, 1998, Washington, D.C., United States
	Robert G. Sargent, Verification and validation of simulation models, Proceedings of the 30th conference on Winter simulation, p.121-130, December 13-16, 1998, Washington, D.C., United States
	Robert G. Sargent, Some subjective validation methods using graphical displays of data, Proceedings of the 28th conference on Winter simulation, p.345-351, December 08-11, 1996, Coronado, California, United States
	Robert G. Sargent, A tutorial on validation and verification of simulation models, Proceedings of the 20th conference on Winter simulation, p.33-39, December 12-14, 1988, San Diego, California, United States
	Dimosthenis Anagnostopoulos , Vassilis Dalakas , Mara Nikolaidou, A m-fold-decimation-based technique for model validation using a single system output data set, Mathematics and Computers in Simulation, v.65 n.3, p.273-288, 22 April 2004
	Timothy J. O'Leary , Michael Goul , Kathleen E. Moffitt , A. Essam Radwan, Validating Expert Systems, IEEE Expert: Intelligent Systems and Their Applications, v.5 n.3, p.51-58, June 1990
	Osman Balci , Robert G. Sargent, Some examples of simulation model validation using hypothesis testing, Proceedings of the 14th conference on Winter Simulation, December 06-08, 1982, San Diego, California
	Robert G. Sargent, Verification and validation: verification and validation of simulation models, Proceedings of the 35th conference on Winter simulation: driving innovation, December 07-10, 2003, New Orleans, Louisiana
	Esther E. Klein , Paul J. Herskovitz, Philosophical foundations of computer simulation validation, Simulation and Gaming, v.36 n.3, p.303-329, September 2005
	Robert G. Sargent, Verification and validation of simulation models, Proceedings of the 37th conference on Winter simulation, December 04-07, 2005, Orlando, Florida
	Robert G. Sargent, Validation and verification of simulation models, Proceedings of the 36th conference on Winter simulation, December 05-08, 2004, Washington, D.C.
	Nicholas A. Allen , Clifford A. Shaffer , Layne T. Watson, Building modeling tools that support verification, validation, and testing for the domain expert, Proceedings of the 37th conference on Winter simulation, December 04-07, 2005, Orlando, Florida
	Robert G. Sargent, Verification and validation of simulation models, Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come, December 09-12, 2007, Washington D.C.
	Robert G. Sargent, A tutorial on verification and validation of simulation models (1984), Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come, December 09-12, 2007, Washington D.C.
	Robert G. Sargent, Verification and validation of simulation models, Proceedings of the 40th Conference on Winter Simulation, December 07-10, 2008, Miami, Florida