This course will introduce the definitions, theories and applications of different stochastic processes. Topics include Markov chains, Poisson processes, renewal processes, continuous time Markov chains and Martingales.
- Understand the stochastic processes in the areas of biology, ecology, finance and engineering
- Calculate probabilities related to the stochastic processes
- Construct stochastic models using the stochastic processes