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Tutorial 3: Combining determinism and stochasticity

Difficulty level

This tutorial builds on how deterministic and stochastic processes can both be a part of a dynamical system by:

  • Simulating random walks
  • Investigating the mean and variance of a Ornstein-Uhlenbeck (OU) process
  • Quantifying the OU process's behavior at equilibrium



Topics covered in this lesson
  • Random Walks
  • Ornstein-Uhlenbeck (OU) processes
  • Variance of Ornstein-Uhlenbeck (OU) process


Experience with Python Programming Language.

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