This is a completely incomplete but hopefully useful small collection of references related to the topic.

• Crispin W. Gardiner,
  Handbook of Stochastic Methods,
  Springer Berlin 2002
• Andrzej Lasota and Michael C. Mackey
  Chaos, Fractals and Noise,
  Springer, New York 1997
• Sean P. Meyn and Richard L. Tweedie
  Markov Chains and Stochastic Stability,
  Springer, Berlin, 1993