You can use Markov Chains and stationary (steady-state) distributions to understand a system's tendencies and forecast the likelihood of a given event. Suppose you are trying to understand the tendencies of Amazon's stock (ticker AMZN). Using the daily stock data, build a simple Markov Chain and calculate the steady-state distribution. ...