Accounting Data Analytics

  1. Prescriptive Analytics: Determining What Should Be Done
    1. Optimization Modeling
      1. Linear Programming Fundamentals
        1. Objective Function Definition
          1. Constraint Formulation
            1. Feasible Region Analysis
            2. Product Mix Optimization
              1. Supply Chain Optimization
                1. Resource Allocation Optimization
                2. Simulation and Scenario Analysis
                  1. Monte Carlo Simulation
                    1. Random Variable Generation
                      1. Probability Distribution Modeling
                        1. Risk Assessment Applications
                        2. Scenario Analysis Techniques
                          1. Best Case Scenarios
                            1. Worst Case Scenarios
                              1. Most Likely Scenarios
                            2. Goal-Seek Analysis Applications
                              1. Break-Even Analysis
                                1. Target Setting Methodologies
                                  1. Sensitivity Analysis
                                    1. What-If Analysis
                                    2. Decision Support Systems
                                      1. DSS Components
                                        1. Data Management
                                          1. Model Management
                                            1. User Interface
                                            2. Integration with Accounting Systems
                                              1. Implementation Strategies

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                                            6. Predictive Analytics: Forecasting What Will Happen

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                                            8. Auditing and Assurance Applications