This unit introduces the methods of stochastic processes and statistics used in the analysis of biological data, physics, economics and engineering. At the completion of the unit students will understand the application of classical techniques, such as Poisson processes, Markov chains, hidden Markov chains, random walks, martingale theory, birth and death processes, and branching processes in the analysis of DNA sequences, population genetics, dynamics of populations, telecommunications and economic analysis. -- Course Website
Instructor: Dr Kais Hamza
Prerequisites: One of MTH1030, MTH1035 or ETC2440 and one of MTH2010, MTH2015, MTH2032, MTH2222 or ETC2520. Either MTH2222 or ETC2520 is highly recommended.