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Introduction to System Dynamics Modeling

Introduction to System Dynamics Modeling

IIT Bombay July 2018 via YouTube Direct link

Week 4: Lecture 12.1: Diffusion Model and parameter estimation-I

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Week 4: Lecture 12.1: Diffusion Model and parameter estimation-I

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Introduction to System Dynamics Modeling

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  1. 1 Course Introduction: Introduction to System Dynamics Modeling
  2. 2 Week 1: Lecture 1.1: Introduction to Systems Thinking
  3. 3 Week 1: Lecture 1.2: Systems Thinking and System Dynamics
  4. 4 Week 1: Lecture 2.1: Causal Loop Diagram (CLD)
  5. 5 Week 1: Lecture 2.2: Guidelines to build CLD-I
  6. 6 Week 1: Lecture 2.3: Guidelines to build CLD-II
  7. 7 Week 1: Lecture 3.1: Guidelines to build CLD-III
  8. 8 Week 1: Lecture 3.2: Examples of CLD
  9. 9 Week 2: Lecture 4.1: Study Traffic Congestion using CLD-I
  10. 10 Week 2: Lecture 4.2: Study Traffic Congestion using CLD-II
  11. 11 Week 2: Lecture 5.1: Stock & Flow Diagram Brief History
  12. 12 Week 2: Lecture 5.2: Stock & Flow Diagram: Basics-I
  13. 13 Week 2: Lecture 5.3: Stock & Flow Diagram: Basics-II
  14. 14 Week 2: Lecture 6.1: Stock & Flow Diagram: Basics-III
  15. 15 Week 2: Lecture 6.2: Graphical Integration
  16. 16 Week 2: Lecture 6.3: Patterns of Behaviour: Types
  17. 17 Week 3: Lecture 7.1: Dynamics of Positive Feedback systems
  18. 18 Week 3: Lecture 7.2: Doubling Time in Positive Feedback systems
  19. 19 Week 3: Lecture 7.3: Introduction to Modeling using Vensim software
  20. 20 Week 3: Lecture 8.1: Dynamics of Negative Feedback system: Introduction
  21. 21 Week 3: Lecture 8.2: Dynamics of Negative Feedback System: Modelling in Vensim
  22. 22 Week 3: Lecture 8.3: Negative Feedback Loop: Analytical equation
  23. 23 Week 3: Lecture 9.1: Dynamics of Negative Feedback System: Extension of Model
  24. 24 Week 3: Lecture 9.2: Zero-Value Goal system, Positive and Negative Loop Systems
  25. 25 Week 4: Lecture 10.1: Dynamic of Simple Structures: S-Shaped Growth limited by Capacity
  26. 26 Week 4: Lecture 10.2: Dynamic of Simple Structures: S-Shaped Growth- Conversion of CLD to SFD
  27. 27 Week 4: Lecture 10.3: Dynamic of Simple Structures: S-Shaped Growth- Customisation in Vensim
  28. 28 Week 4: Lecture 10.4: Dynamic of Simple Structures: Extension of model to include death rate
  29. 29 Week 4: Lecture 11.1: Dynamic of Simple Structures: Examples of systems exhibiting S-shaped growth
  30. 30 Week 4: Lecture 11.2: Dynamic of Simple Structures: Second Structure of S-Shaped Growth
  31. 31 Week 4: Lecture 11.3: Dynamic of Simple Structures: SFD of New Products
  32. 32 Week 4: Lecture 12.1: Diffusion Model and parameter estimation-I
  33. 33 Week 4: Lecture 12.2: Diffusion Model and parameter estimation-II
  34. 34 Week 4: Lecture 13.1: Bass Diffusion Model
  35. 35 Week 4: Lecture 13.2: Bass Diffusion Model(Contd.)
  36. 36 Week 5: Lecture 14.1: Modeling Delays: Material Delay
  37. 37 Week 5: Lecture 14.2: Modeling Delays: Graphical Representation
  38. 38 Week 5: Lecture 14.3: Modeling Delays: Higher order Material Delay
  39. 39 Week 5: Lecture 15.1: Delays: Information Delay
  40. 40 Week 5: Lecture 15.2: Delays: Modeling Information Delay
  41. 41 Week 5: Lecture 15.3: Delays: Higher Order Information Delay
  42. 42 Week 5: Lecture 16.1: Second Order Systems: Romeo and Juliet Model
  43. 43 Week 5: Lecture 16.2: Second Order Systems: The Red and the Black, Gone with the Wind
  44. 44 Week 5: Lecture 16.3: Lecture 43: Modeling Oscillations Part-I
  45. 45 Week 6: Lecture 16.4: Lecture 44: Modeling Oscillations Part-II
  46. 46 Week 6: Lecture 17.1: Modeling Non-linear Relations: Introduction
  47. 47 Week 6: Lecture 17.2: Modeling Non-linear Relations: Table or Lookup function
  48. 48 Week 6: Lecture 18.1: Formulation Non Linear Relationship Table Functions: Part I
  49. 49 Week 6: Lecture 18.2: Formulation Non Linear Relationship Table Functions: Part II
  50. 50 Week 6: Lecture 19.1: Stock Management Structure: Part I
  51. 51 Week 6: Lecture 19.2: Stock Management Structure: Part II
  52. 52 Week 7: Lecture 20.1: Supply Chain Models-I
  53. 53 Week 7: Lecture 20.2: Supply Chain Models-II
  54. 54 Week 7: Lecture 20.3: Lecture 53: Supply Chain Models-III
  55. 55 Week 7: Lecture 21.1: Supply Chain Models-IV
  56. 56 Week 7: Lecture 22.1: Modeling Example: Societal Ageing
  57. 57 Week 7: Lecture 23.1: Testing System Dynamics Models: Introduction with example 1
  58. 58 Week 7: Lecture 23.3: Testing System Dynamics Models: Example 2
  59. 59 Week 7: Lecture 23.3: Testing System Dynamics Models: Example 3
  60. 60 Week 8: Lecture 24.1: Model Validation and Policy design
  61. 61 Week 8: Lecture 24.2: Sensitivity analysis and policy analysis
  62. 62 Week 8: Lecture 25.1: Modeling Example
  63. 63 Week 8: Lecture 25.2: System Archetypes
  64. 64 Week 8: Lecture 26: Course Wrap-up

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