Stochastic Process

Please find bellow the links to the lectures slides.

• Overview and content

• Reminders on probabilities

• Arrival, Bernouilli and Poisson processes

• Markov, Moran and Branching processes

• Gillespie Algorithm

Please find bellow the links to the practical work projects.

• Spike trains modeling based on Poisson process [download dataset]

• Cancer evolution model based on Moran process

• Stochastic Reaction Network (Gillespie)