Statistical analysis of simulation output

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Statistical analysis of simulation output

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Winter Simulation Conference archive
Proceedings of the 29th conference on Winter simulation table of contents

Atlanta, Georgia, United States

Pages: 23 - 30

Year of Publication: 1997

ISBN:0-7803-4278-X

Author

W. David Kelton

Department of Quantitative Analysis and Operations Management, College of Business Administration, University of Cincinnati, Cincinnati, Ohio

Sponsors

IEEE-CS : Computer Society
IEEE-SMCS : Systems, Man & Cybernetics Society
ACM: Association for Computing Machinery
INFORMS/CS : Computer Science TC
SIGSIM: ACM Special Interest Group on Simulation and Modeling
SCS : Society for Computer Simulation
ASA : American Statistical Association
IEEE : Institute of Electrical and Electronics Engineers

Publisher

IEEE Computer Society Washington, DC, USA

Bibliometrics

Downloads (6 Weeks): 2, Downloads (12 Months): 27, Citation Count: 12

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references cited by index terms collaborative colleagues

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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	Christos Alexopoulos, Advanced simulation output analysis for a single system, Proceedings of the 25th conference on Winter simulation, p.89-96, December 12-15, 1993, Los Angeles, California, United States [doi>10.1145/256563.256593]
	2	Christos Alexopoulos, A review of advanced methods for simulation output analysis, Proceedings of the 26th conference on Winter simulation, p.133-140, December 11-14, 1994, Orlando, Florida, United States
	3	Farhad Azadivar, A tutorial on simulation optimization, Proceedings of the 24th conference on Winter simulation, p.198-204, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167332]
	4	Banks, J. and J.S. Carson, II. 1984. Discrete-event system simulation. Englewood Cliffs, New Jersey: Prentice-Hall.
	5	Russell R. Barton, Metamodels for simulation input-output relations, Proceedings of the 24th conference on Winter simulation, p.289-299, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167352]
	6	Paul Bratley , Bennett L. Fox , Linus E. Schrage, A guide to simulation (2nd ed.), Springer-Verlag New York, Inc., New York, NY, 1987
	7	John M. Charnes, Multivariate simulation output analysis, Proceedings of the 23rd conference on Winter simulation, p.187-193, December 08-11, 1991, Phoenix, Arizona, United States
	8	John M. Charnes, Statistical analysis of output processes, Proceedings of the 25th conference on Winter simulation, p.41-49, December 12-15, 1993, Los Angeles, California, United States [doi>10.1145/256563.256579]
	9	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 [doi>10.1145/167293.167327]
	10	George S. Fishman, Discrete-event simulation, Springer-Verlag, London, 2001
	11	Michael C. Fu, A tutorial review of techniques for simulation optimization, Proceedings of the 26th conference on Winter simulation, p.149-156, December 11-14, 1994, Orlando, Florida, United States
	12	Paul Glasserman , Peter W. Glynn, Gradient estimation for regenerative processes, Proceedings of the 24th conference on Winter simulation, p.280-288, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167350]
	13	David Goldsman, Simulation output analysis, Proceedings of the 24th conference on Winter simulation, p.97-103, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167310]
	14	David Goldsman , Barry L. Nelson, Ranking, selection and multiple comparisons in computer simulations, Proceedings of the 26th conference on Winter simulation, p.192-199, December 11-14, 1994, Orlando, Florida, United States
	15	David Goldsman , Barry L. Nelson , Bruce Schmeiser, Methods for selecting the best system, Proceedings of the 23rd conference on Winter simulation, p.177-186, December 08-11, 1991, Phoenix, Arizona, United States
	16	David Alan Grier, Graphical techniques for output analysis, Proceedings of the 24th conference on Winter simulation, p.314-319, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167356]
	17	Yu-Chi Ho, Perturbation analysis: concepts and algorithms, Proceedings of the 24th conference on Winter simulation, p.231-240, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167340]
	18	Sarah J. Hood , Peter D. Welch, Experimental design issues in simulation with examples from semiconductor manufacturing, Proceedings of the 24th conference on Winter simulation, p.255-263, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167346]
	19	Sarah J. Hood , Peter D. Welch, Response surface methodology and its application in simulation, Proceedings of the 25th conference on Winter simulation, p.115-122, December 12-15, 1993, Los Angeles, California, United States [doi>10.1145/256563.256598]
	20	W. David Kelton, Analysis of output data, Proceedings of the 26th conference on Winter simulation, p.62-68, December 11-14, 1994, Orlando, Florida, United States
	21	W. David Kelton, A tutorial on design and analysis of simulation experiments, Proceedings of the 27th conference on Winter simulation, p.24-31, December 03-06, 1995, Arlington, Virginia, United States [doi>10.1145/224401.224412]
	22	W. David Kelton, Statistical issues in simulation, Proceedings of the 28th conference on Winter simulation, p.47-54, December 08-11, 1996, Coronado, California, United States [doi>10.1145/256562.256570]
	23	Khoshnevis, B. 1994. Discrete systems simulation. New York: McGraw-Hill.
	24	Jack P C Kleijnen, Statistical tools for simulation practitioners, Marcel Dekker, Inc., New York, NY, 1986
	25	Averill M. Law , W. David Kelton, Simulation Modeling and Analysis, McGraw-Hill Higher Education, 1997
	26	Pierre L'Ecuyer, An overview of derivative estimation, Proceedings of the 23rd conference on Winter simulation, p.207-217, December 08-11, 1991, Phoenix, Arizona, United States
	27	Pierre L'Ecuyer, Efficiency improvement and variance reduction, Proceedings of the 26th conference on Winter simulation, p.122-132, December 11-14, 1994, Orlando, Florida, United States
	28	P. A. W. Lewis , E. J. Orav, Simulation methodology for statisticians, operations analysts, and engineers: vol. 1, Wadsworth Publ. Co., Belmont, CA, 1989
	29	Byron J.T. Morgan, Elements of simulation, Chapman & Hall, Ltd., London, UK, 1984
	30	Barry L. Nelson, Designing efficient simulation experiments, Proceedings of the 24th conference on Winter simulation, p.126-132, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167317]
	31	John S. Ramberg , Susan M. Sanchez , Paul J. Sanchez , Ludwig J. Hollick, Designing simulation experiments: Taguchi methods and response surface metamodels, Proceedings of the 23rd conference on Winter simulation, p.167-176, December 08-11, 1991, Phoenix, Arizona, United States
	32	Brian D. Ripley, Stochastic simulation, John Wiley & Sons, Inc., New York, NY, 1987
	33	Susan M. Sanchez, A robust design tutorial, Proceedings of the 26th conference on Winter simulation, p.106-113, December 11-14, 1994, Orlando, Florida, United States
	34	Andrew F. Seila, Output analysis for simulation, Proceedings of the 23rd conference on Winter simulation, p.28-36, December 08-11, 1991, Phoenix, Arizona, United States
	35	Andrew F. Seila, Advanced output analysis for simulation, Proceedings of the 24th conference on Winter simulation, p.190-197, December 13-16, 1992, Arlington, Virginia, United States [doi>10.1145/167293.167330]
	36	Stephen G. Strickland, Gradient/sensitivity estimation in discrete-event simulation, Proceedings of the 25th conference on Winter simulation, p.97-105, December 12-15, 1993, Los Angeles, California, United States [doi>10.1145/256563.256594]
	37	James J. Swain , Phillip A. Farrington, Designing simulation experiments for evaluating manufacturing systems, Proceedings of the 26th conference on Winter simulation, p.69-76, December 11-14, 1994, Orlando, Florida, United States
	38	Arne Thesen , Laurel E. Travis, Simulation for Decision Making, PWS Publishing Co., Boston, MA, 1991

CITED BY 12

	Susan M. Sanchez, It is a far, far better mean I find…, Proceedings of the 29th conference on Winter simulation, p.31-38, December 07-10, 1997, Atlanta, Georgia, United States
	Susan M. Sanchez, ABC's of output analysis, Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future, p.24-32, December 05-08, 1999, Phoenix, Arizona, United States
	Björn Gehlsen , Bernd Page, A framework for distributed simulation optimization, Proceedings of the 33nd conference on Winter simulation, December 09-12, 2001, Arlington, Virginia
	Edward J. Williams , Dean E. Orlando, Simulation applied to final engine drop assembly, Proceedings of the 30th conference on Winter simulation, p.943-950, December 13-16, 1998, Washington, D.C., United States
	W. David Kelton, Design of experiments: experimental design for simulation, Proceedings of the 32nd conference on Winter simulation, December 10-13, 2000, Orlando, Florida
	Susan M. Sanchez, Output modeling: abc's of output analysis, Proceedings of the 33nd conference on Winter simulation, December 09-12, 2001, Arlington, Virginia
	Peter W. Glynn , Shane G. Henderson, Estimation of stationary densities for Markov chains, Proceedings of the 30th conference on Winter simulation, p.647-652, December 13-16, 1998, Washington, D.C., United States
	G. I. Papadimitriou , B. Sadoun , C. Papazoglou, Fundamentals of system simulation, Applied system simulation: methodologies and applications, Kluwer Academic Publishers, Norwell, MA, 2003
	W. David Kelton, Designing simulation experiments, Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future, p.33-38, December 05-08, 1999, Phoenix, Arizona, United States
	Christopher M. Hill , Linda C. Malone, Support to decision makers: caveats for simulation modeling in support of decision making, Proceedings of the 35th conference on Winter simulation: driving innovation, December 07-10, 2003, New Orleans, Louisiana
	W. David Kelton , Russell R. Barton, Experimental design for simulation: experimental design for simulation, Proceedings of the 35th conference on Winter simulation: driving innovation, December 07-10, 2003, New Orleans, Louisiana
	K. O. Willis , D. F. Jones, Multi-objective simulation optimization through search heuristics and relational database analysis, Decision Support Systems, v.46 n.1, p.277-286, December, 2008