Free Access

Feature Article—Statistical Analysis of Simulation Output Data

Averill M. Law
Averill M. Law
University of Arizona, Tucson, Arizona
Search for more papers by this author

Averill M. Law

University of Arizona, Tucson, Arizona

Search for more papers by this author

Published Online:1 Dec 1983https://doi.org/10.1287/opre.31.6.983

Cited by
- Stakeholder-Centric Analyses of Simulated Shipping Port Disruptions
- Isınma Periyodu Belirleme Yöntemlerinin Etkinliklerinin Analizi
  15 December 2017 | Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, Vol. 32, No. 4
- A concise history of simulation output analysis
- A framework for capturing, statistically modeling and analyzing the evolution of software models
  Journal of Systems and Software, Vol. 118
- Confidence intervals for adequacy assessment using Monte Carlo sequential simulation
- References
  29 March 2016
- Bed capacity and surgical waiting lists: a simulation analysis
  30 December 2015 | European Journal of Government and Economics, Vol. 4, No. 2
- CUSUM Statistical Monitoring of M/M/1 Queues and Extensions
  3 July 2014 | Technometrics, Vol. 57, No. 2
- Towards a standard model for research in agent-based modeling and simulation
  25 November 2015 | PeerJ Computer Science, Vol. 1
- Decision-Analytic Models: Current Methodological Challenges
  2 July 2014 | PharmacoEconomics, Vol. 32, No. 10
- Finite-Sample Performance of Absolute Precision Stopping Rules
  Dashi I. Singham,
  Lee W. Schruben,
  25 August 2011 | INFORMS Journal on Computing, Vol. 24, No. 4
- On the departure process of jitter buffer in TDMoIP
- Teaching Emergency Medical Services Management Skills Using a Computer Simulation Exercise
  Simulation in Healthcare: The Journal of the Society for Simulation in Healthcare, Vol. 6, No. 1
- Initial Transient Period in Steady‐State Systems
  14 January 2011
- Automating warm-up length estimation
  21 December 2017 | Journal of the Operational Research Society, Vol. 61, No. 9
- Automating warm-up length estimation
- Using slithers of simulation in a new approach for intelligent initialization of non-terminating systems
- Analysis of the behavior of the transient period in non-terminating simulations
  European Journal of Operational Research, Vol. 173, No. 1
- A principal-components approach to assign confidence intervals in steady-state simulation
  15 August 2006 | IIE Transactions, Vol. 38, No. 2
- INFLUENCE OF INPUT/OUTPUT OPERATIONS ON PROCESSOR PERFORMANCE
  21 November 2011 | Journal of Circuits, Systems and Computers, Vol. 15, No. 01
- Reallocation of Beds to Reduce Waiting Time for Cardiac Surgery
  Health Care Management Science, Vol. 7, No. 2
- A Sequential Stopping Rule for a Steady-State Simulation Based on Time-Series Forecasting
  1 November 2002 | SIMULATION, Vol. 78, No. 11
- Multivariate Standardized Time Series for Steady-State Simulation Output Analysis
  David F. Muñoz,
  Peter W. Glynn,
  1 June 2001 | Operations Research, Vol. 49, No. 3
- New Modeling Approach for Mixed-Traffic Streams with Nonmotorized Vehicles
  1 January 2000 | Transportation Research Record: Journal of the Transportation Research Board, Vol. 1705, No. 1
- Coverage of confidence intervals in sequential steady-state simulation
  Simulation Practice and Theory, Vol. 6, No. 3
- The Usability of User Interfaces to Simulation Systems
- Telecommunications network design using modeling and simulation
  IEEE Transactions on Education, Vol. 41, No. 1
- A preemptive polling protocol for applications in wireless LANs
  Telecommunication Systems, Vol. 7, No. 4
- Crop Modeling and Applications: A Cotton Example
- Quantitative stochastic simulation of telecommunication networks in DESC+ +
  Computers & Electrical Engineering, Vol. 22, No. 6
- Validation of the soil-temperature model of GOSSYM-COMAX
  Agricultural Systems, Vol. 51, No. 2
- Risk of extreme events via multiobjective decision trees: application to telecommunications
  IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 26, No. 2
- On the use of variance reduction techniques when comparing simulation systems at the steady state
  Computers & Industrial Engineering, Vol. 29, No. 1-4
- Autocorrelation of cycle times in semiconductor manufacturing systems
- Computer simulation
  1 January 1995 | ACM SIGSIM Simulation Digest, Vol. 24, No. 3
- Validation, verification, and testing techniques throughout the life cycle of a simulation study
  Annals of Operations Research, Vol. 53, No. 1
- Controlling the precision of estimated means in interactive simulation
  Annals of Operations Research, Vol. 53, No. 1
- Approximate analysis of multiqueue systems with multiple cyclic servers
  Performance Evaluation, Vol. 20, No. 4
- Metamodels in manufacturing: a review
  International Journal of Production Research, Vol. 32, No. 4
- Stochastic simulation using gPROMS
  Computers & Chemical Engineering, Vol. 18
- Comparative performance analysis of priority rules in a constrained flow shop with multiple processors environment
  European Journal of Operational Research, Vol. 72, No. 1
- Parameter estimation for partially observed queues
  IEEE Transactions on Communications, Vol. 42, No. 9
- Model validation: a systemic and systematic approach
  Reliability Engineering & System Safety, Vol. 42, No. 2-3
- Approximation for the mean value performance of locking algorithms for distributed database systems: a partitioned database
  Annals of Operations Research, Vol. 36, No. 1
- Validation of Simulation Models: Statistical Approach
- Analysis of a fluid approximation to flow control dynamics
- An experimental design strategy for designing robust systems using discrete-event simulation
  1 December 1991 | SIMULATION, Vol. 57, No. 6
- Mean delay in synchronous packet networks with priority queueing disciplines
  IEEE Transactions on Communications, Vol. 39, No. 4
- Validation of agricultural expert systems
  Agricultural Systems, Vol. 35, No. 3
- Experimental studies in real-time, Monte Carlo simulation
  IEEE Transactions on Systems, Man, and Cybernetics, Vol. 21, No. 4
- Output analysis for simulation
- Steady-state simulation of queueing processes: survey of problems and solutions
  1 June 1990 | ACM Computing Surveys, Vol. 22, No. 2
- Regression of a model on real-system output: An invalid test of model validity
  Agricultural Systems, Vol. 34, No. 3
- Simulation methods for studying nonstationary behavior of computer networks
  IEEE Journal on Selected Areas in Communications, Vol. 8, No. 9
- Rapid assessment of decentralized algorithms
- Guidelines for successful simulation studies
- Output analysis for simulation
- Sequential Bayesian analysis of simulation experiments
- Interactive simulation
- Dynamic priority protocols for packet voice
  IEEE Journal on Selected Areas in Communications, Vol. 7, No. 5
- Testing for initialization bias in simulation output
  1 April 1989 | SIMULATION, Vol. 52, No. 4
- Applying geographical queueing theory: a crop distribution case
  Geoforum, Vol. 20, No. 4
- The multivariate metamodel in queuing system simulation
  Computers & Industrial Engineering, Vol. 16, No. 2
- Expert simulation systems—recent developments and applications in flexible manufacturing systems
  Computers & Industrial Engineering, Vol. 16, No. 4
- Performance analysis of synchronous packet networks with priority queueing disciplines
- Simulating the nonstationary behavior of communication networks
- A prototype implementation of GPSS in SAS
  1 January 1989 | SIMULATION, Vol. 52, No. 1
- Confidence interval scatterplots for evaluating confidence interval performance
  Journal of Statistical Computation and Simulation, Vol. 30, No. 2
- Evaluating multiprocessor performance: an exercise in metamodeling
  1 August 1988 | SIMULATION, Vol. 51, No. 2
- Die statistische Auswertung von Simulationsdaten
- A simulation model for use in designing robotic assembly cells
  Journal of Manufacturing Systems, Vol. 7, No. 4
- Validation of dynamic thermal models
  Energy and Buildings, Vol. 10, No. 3
- Computer-aided modeling, analysis, and design of communication networks
  IEEE Journal on Selected Areas in Communications, Vol. 6, No. 1
- A statistical approach to computer performance modeling
  1 May 1987
- A statistical approach to computer performance modeling
  1 May 1987 | ACM SIGMETRICS Performance Evaluation Review, Vol. 15, No. 1
- Predicting the impact of instituting a priority readmission policy in nursing homes
  Computers & Operations Research, Vol. 14, No. 6
- Approximate Analysis of Time-Synchronous Packet Networks
  IEEE Journal on Selected Areas in Communications, Vol. 4, No. 6
- Performance Analysis Techniques for IC Manufacturing Lines
  29 July 2013 | AT&T Technical Journal, Vol. 65, No. 4
- A control perspective on recent trends in manufacturing systems
  IEEE Control Systems Magazine, Vol. 6, No. 2
- A simulation model for bed allocation to hospital inpatient departments
  1 November 1985 | SIMULATION, Vol. 45, No. 5
- Management Science and Marketing Management
  1 March 1985 | Journal of Marketing, Vol. 49, No. 2
- Computer Performance Evaluation Methodology
  IEEE Transactions on Computers, Vol. C-33, No. 12
- Arma-Based Confidence Intervals for Simulation Output Analysis
  American Journal of Mathematical and Management Sciences, Vol. 4, No. 3-4
- Validation of Simulation Models via Simultaneous Confidence Intervals
  American Journal of Mathematical and Management Sciences, Vol. 4, No. 3-4

Volume 31, Issue 6

November-December 1983

Pages 981-1197

Article Information

Metrics

Information

Published Online:December 01, 1983

Cite as

Averill M. Law, (1983) Feature Article—Statistical Analysis of Simulation Output Data. Operations Research 31(6):983-1029.

https://doi.org/10.1287/opre.31.6.983

Keywords

PDF download

Available Issues

Available Issues

Available Issues

Available Issues

Available Issues

Available Issues

Available Issues

Available Issues

Available Issues

Feature Article—Statistical Analysis of Simulation Output Data

Volume 31, Issue 6

Article Information

Metrics

Information

Cite as

Keywords

Sign Up for INFORMS Publications Updates and News