Statistical analysis of simulation output data

Proceedings of the 4th Symposium on Simulation of Computer Systems, ANSS 1976

Volumn , Issue , 1976, Pages 38-50

  Sargent, Robert G ^a  

^a SYRACUSE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CIRCUIT SIMULATION; COMPUTERS; SOFTWARE ENGINEERING;

ANALYSIS OF SIMULATIONS; COMPUTER MODELING; CONFIDENCE INTERVAL; INTERVAL ESTIMATE; POINT ESTIMATE; REGENERATIVE CYCLE; SIMULATION OUTPUTS; TIME SERIES METHOD;

COMPUTER SCIENCE;

EID: 84976861154     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1013610.807298     Document Type: Conference Paper

References (23)

1. Adiri, Land Avi-Itzhak, B., "A T ime-Sharing Queue With a Finite Number of Customers", Journal of ACM, Vol. 16, No. 2, April 1969.
2. Anderson, H.A. and Sargent, R.G., "A Statistical Evaluation of the Scheduler of an Experimental Interactive Computing System", Statistical Computer Performance Evaluation. Academic Press, 1972.
3. Anderson, H.A. and Sargent, R.G., "Investigation into Scheduling for an Interactive Computing System" IBM Journal of Res. & Dev., Vol. 18, No. 2, March 1974.
4. Baskett, F., "Confidence Intervals for Simulation Results: A Case Study of Buffer Pool Performance", Proceedings of Computer Science & Statistics: 7th Annual Symposium on the Interface.
5. Box, G.E.P. and Jenkins, G.M., Time Series Analysis Forecasting and Control, Holden-Day, 1970.
6. Conway, R.W., "Some Tactical Problems in Digital Simulation", Management Science, Vol. 10, No. 1, October 1973.
7. Crane, M.A. and Iglehart, D.L., "Simulating Stable Stochastic Systems, I: General Multiserver Queues", Journal of the ACM. Vol. 21, No. 1, January 1974.
8. Crane, M.A. and Iglehart, D.L., "Simulating Stable Stochastic Systems, II: Markov Chains", Journal of the ACM. Vol. 21, No. 1, January 1974.
9. Crane, M.A. and Iglehart, D.L., "Simulating Stable Stochastic Systems, III: Regenerative Processes and Discrete-Events Simulations", Operations Research. Vol. 23, No. 1, Jan.-Feb. 1975.
10. Crane, M.A. and Iglehart, D.L., "Simulating Stable Stochastic Systems, IV: Approximation Techniques", Management Science, Vol. 21, No. 11, July 1975.
11. Devor, R.E., Fisher, R.R. and Dessouky, M.F., "Analysis of Simulation Output Characteristics by Autoregressive-Integrated Moving Average Models", Technical Report, Department of Mechanical and Industrial Engineering, University of Illinois at Urbana-Champaign, 1972.
12. Duket, S.D. and Pritsker, A.A.B., "Spectral Methods for Simulation Output", Technical Paper, Pritsker and Associates.
13. Emshoff, J.R. and Sisson, R.L., Design and Use of Computer Simulation Models. The Macmillen Co., 1970.
14. Fishman, G.S., "The Analysis of Simulation-Generated Time Series", Management Science. Vol. 13, No. 7, March 1967.
15. Fishman, G.S., Concepts and Methods In Discrete Event Digital Simulation. John Wiley & Sons, 1973.
16. Fishman, G.S., "Batch Means in Digital Simulation", Technical Report No. 75-7, Curriculum in Operations Research and System Analysis, University of North Carolina at Chapel Hill, 1975.
17. Hunt, A.W., "Statistical Evaluation and Verification of Digital Simulation Models Through Spectral Analysis", Ph.D. Dissertation, The University of Texas at Austin, 1970.
18. Iglehart, D.L., "Simulating Stable Stochastic Systems, V: Comparison of Ratio Estimators", Naval Res. Logist. Quart., Vol. 22, No. 3, Sept. 1975.
19. Iglehart, D.L., "Simulating Stable Stochastic Systems, VI: Quantile Estimation", Journal of ACM, Vol. 23, No. 2, April 1976.
20. Jenkin, CM. and Watts, D.G., Spectral Analysis and Its Application, Holden-Day, 1968.
21. Kleijnen, J.P.C., Statistical Techniques in Simulation: Part I and Part II'.' Marcel Dekker, 1974 and 1975.
22. Lavenberg, S.S. and Slutz, D.R., "Introduction to Regenerative Simulation", IBM Journal of Res. & Dev. Vol. 19, No. 5, Sept. 1975.
23. Law, A.M., "A Comparison of Two Techniques for Determining the Accuracy of Simulation Output", Technical Report No. 75-11, Department of Industrial Engineering at Madison, 1975.