System Modeling and Simulation

  1. Model Verification and Validation
    1. Verification Concepts and Methods
      1. Code Verification
        1. Model Logic Verification
          1. Data Verification
            1. Animation and Visualization
              1. Debugging Techniques
              2. Validation Concepts and Approaches
                1. Conceptual Model Validation
                  1. Computerized Model Validation
                    1. Operational Validation
                      1. Data Validation
                      2. Validation Techniques
                        1. Face Validity
                          1. Historical Data Validation
                            1. Predictive Validation
                              1. Turing Tests
                                1. Sensitivity Analysis
                                2. Statistical Validation Methods
                                  1. Hypothesis Testing
                                    1. Confidence Intervals
                                      1. Regression Analysis
                                        1. Time Series Analysis
                                        2. Model Credibility Assessment
                                          1. Stakeholder Involvement
                                            1. Independent Verification
                                              1. Peer Review
                                                1. Documentation Standards

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                                              13. Random Number and Variate Generation

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                                              15. Output Analysis and Statistical Methods