/stochastic_processes

Stochastic Differential Equations

Primary LanguagePython

Stochastic Processes

Stochastic Differential Equations

  1. Simulation of brownian motion
  • 10 simulations of brownian motion
    after 100 iterations x each process...

10_samples_brownian_mot

  • 10000 simulations of brownian motion
    after 10000 iterations x each process...

10000_quadratic_variat

  1. Simulation of Ornstein-Unlenbeck Stochastic Process
    (Solution of the Langevin Stochastic Differential Equation)
  • Solution of Langevin equation

ornstein_process_solve

  • Evolution of probability distribution of Ornstein-Unlenbeck stochastic process

prob_dist_stochas_process

Observations:
The process becomes in stationary process, which estabilize in mean of 10 and standard deviation of 1