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Notebook 2: Confirming the Bullwhip Effect

This notebook reproduces and validates the classic bullwhip effect.

Topics covered:

  • Visual proof of order amplification across echelons
  • Bullwhip ratio measurement (variance amplification)
  • Lead time sensitivity analysis
  • Monte Carlo validation with 1000 paths (vectorized engine)
  • Theoretical lower bound verification (Theorem 1)

Open notebook on GitHub