UsefulLinks
Computer Science
System Modeling
System Modeling and Simulation
1. Introduction to System Modeling and Simulation
2. System Theory Fundamentals
3. Model Theory and Concepts
4. Simulation Fundamentals
5. The Simulation Study Methodology
6. Discrete-Event Simulation
7. Continuous Simulation
8. System Dynamics
9. Agent-Based Modeling
10. Monte Carlo Simulation
11. Hybrid and Multi-Paradigm Simulation
12. Input Modeling and Data Analysis
13. Random Number and Variate Generation
14. Model Verification and Validation
15. Output Analysis and Statistical Methods
16. Experimental Design for Simulation
17. Simulation Optimization
18. Advanced Simulation Topics
19. Simulation Software and Tools
20. Visualization and Animation
21. Applications and Case Studies
22. Professional Practice and Ethics
15.
Output Analysis and Statistical Methods
15.1.
Types of Simulation Studies
15.1.1.
Terminating Simulations
15.1.2.
Non-Terminating Simulations
15.1.3.
Comparison Studies
15.1.4.
Optimization Studies
15.2.
Analysis of Terminating Simulations
15.2.1.
Point Estimation
15.2.2.
Confidence Interval Estimation
15.2.3.
Sample Size Determination
15.2.4.
Multiple Replications
15.3.
Analysis of Non-Terminating Simulations
15.3.1.
Initial Bias Problem
15.3.2.
Warm-up Period Determination
15.3.3.
Steady-State Detection
15.3.4.
Replication/Deletion Method
15.3.5.
Batch Means Method
15.4.
Comparison of System Alternatives
15.4.1.
Paired Comparisons
15.4.2.
Multiple Comparisons
15.4.3.
Ranking and Selection
15.4.4.
Statistical Tests
15.5.
Variance Reduction Techniques
15.5.1.
Common Random Numbers
15.5.2.
Antithetic Variates
15.5.3.
Control Variates
15.5.4.
Importance Sampling
15.5.5.
Stratified Sampling
Previous
14. Model Verification and Validation
Go to top
Next
16. Experimental Design for Simulation