Introduction to the theories of probability and random variables, and their applications in the analysis and modelling of engineering systems. Topics include: a review of probability and random variables; joint and conditional densities and distributions; functions of random variables; characteristic functions; random vectors and covariance matrices; transformations of random vectors; convergence of sequences of random variables; random sequences; random processes; introduction to estimation theory; selected applications.
Lectures and course material