Simulation - The Challenge for Data Science

Simulation - The Challenge for Data Science

Alan Turing Institute via YouTube Direct link

Closed Form Solutions

8 of 19

8 of 19

Closed Form Solutions

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Classroom Contents

Simulation - The Challenge for Data Science

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  1. 1 Introduction
  2. 2 Trading in Markets
  3. 3 Background Comment
  4. 4 Why Simulation
  5. 5 Machine Learning
  6. 6 AgentBased Modeling
  7. 7 Traditional Economic Models
  8. 8 Closed Form Solutions
  9. 9 AgentBased Models
  10. 10 Advantages of AgentBased Models
  11. 11 Challenges of AgentBased Models
  12. 12 Design Philosophy
  13. 13 Housing Markets
  14. 14 Challenges
  15. 15 Parameter estimation
  16. 16 Timeseries forecasting
  17. 17 Snapshot
  18. 18 Weather Prediction
  19. 19 Conclusion

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