Output data analysis for simulations

Winter Simulation Conference Proceedings

Volumn 1, Issue , 2001, Pages 115-122

  Alexopoulos, Christos ^a   Seila, Andrew F ^a  

^a Georgia Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; COMPUTER SYSTEMS; ENCODING (SYMBOLS); PARAMETER ESTIMATION; RANDOM PROCESSES; TIME SERIES ANALYSIS;

STEADY-STATE SIMULATIONS;

DATA REDUCTION;

EID: 0035694482     PISSN: 02750708     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (59)

1. Properties of batched quadratic-form variance parameter estimators for simulations
2. Output data analysis
3. Computational experience with the batch means method
4. Power comparisons for the multivariate batch-means method
5. Multivariate simulation output analysis
6. Multivariate inference in stationary simulation using batch means
7. Large-sample results for batch means
8. On the asymptotic theory of fixed-width sequential confidence intervals for the mean
9. Some tactical problems in digital simulation
10. Simulating stable stochastic systems, I: General multiserver queues
11. Simulating stable stochastic systems, II: Markov chains
12. Simulating stable stochastic systems III: Regenerative processes and discrete-event simulations
13. Strong consistency of the variance estimator in steady-state simulation output analysis
14. Statistical analysis for queueing simulations
15. Estimation of multiserver queueing simulations
16. An implementation of the batch means method
17. Evaluation of commonly used rules for detecting steady-state in computer simulation
18. Simulation analysis using standardized time series
19. Properties of standardized time series weighted area variance estimators
20. Asymptotic properties of some confidence interval estimators for simulation output
21. New confidence interval estimators using standardized time series
22. Tests for transient means in simulated time series
23. Quantile estimation in dependent sequences
24. Simulating stable stochastic systems, V: Comparison of ratio estimators
25. Simulating stable stochastic systems, VI: Quantile estimation
26. The regenerative method for simulation analysis
27. Random initialization methods in simulation
28. A sequential procedure for determining the length of a steady-state simulation
29. On tests for multivariate normality
30. Overlapping batch means: Something for nothing?
31. Quantile estimation in regenerative processes
32. An investigation of finite-sample behavior of confidence interval estimators
33. Batch size effects in the analysis of simulation output
34. Interactive analysis of simulation output by the method of batch means
35. Detecting initialization bias in simulation output
36. Confidence interval estimation using standardized time series
37. Optimal tests for initialization bias in simulation output
38. A batching approach to quantite estimation in regenerative simulations
39. Percentile estimation in discrete event simulation
40. Optimal mean-squared-error batch sizes
41. Convergence properties of the batch-means method for simulation output analysis
42. The mean square difference
43. Distribution of the ratio of the mean square successive difference and the variance
44. The statistical analysis of simulation results
45. On the relationship between batch means, overlapping batch means and spectral estimation
46. A survey of research on the simulation startup problem
47. Evaluation of startup policies in simulation experiments