System Dynamics and Causal Modeling

Classifications / Complexity Dynamics And Control / System Dynamics and Causal Modeling

TRACK

Stocks, flows, calibration, validation, and causal reasoning for system-level decision support.

16 lessons

LESSONS

1. 001
   System Dynamics - Stocks, Flows, and Feedback Loops

   30 min

   [TODO]
2. 002
   Pandemic Modeling - Disease Dynamics on Networks

   30 min

   [TODO]
3. 003
   Climate Systems - Planetary Complexity and Tipping Points

   30 min

   [TODO]
4. 004
   Hybrid Models - Combining Multiple Modeling Approaches

   30 min

   [TODO]
5. 005
   Parameter Sweeps - Systematic Exploration of Model Space

   30 min

   [TODO]
6. 006
   Calibration - Fitting Models to Real Data

   30 min

   [TODO]
7. 007
   Validation - Testing Model Predictions

   30 min

   [TODO]
8. 008
   Sensitivity Analysis - Identifying What Matters

   30 min

   [TODO]
9. 009
   Causal Inference - Interventions, Counterfactuals, and Confounding

   30 min

   [TODO]
10. 010
    Uncertainty Communication - Ranges, Scenarios, and Decision Support

    30 min

    [TODO]
11. 011
    Financial Markets - Modeling Complexity in Markets

    30 min

    [TODO]
12. 012
    Testing & Validation - Making Your Model Credible

    30 min

    [TODO]
13. 013
    Documentation & Sharing - Making Assumptions Auditable

    30 min

    [TODO]
14. 014
    Policy Design Under Uncertainty and Adaptive Control

    30 min

    [TODO]
15. 015
    Portfolio Critique - Decision Memo and Model Review CAPSTONE

    30 min

    [TODO]
16. 016
    Integration Synthesis - The Complete Picture FINAL CAPSTONE

    30 min

    [TODO]

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