This course covers the following areas of probability theory: axiomatic foundations, random variables, distributions and densities; transformations and expectations; introduces both discrete and continuous families of distributions; multiple random variables: joint and marginal distributions, hierarchical models, inequalities; properties of random samples: convergence, sampling from normal distribution, Delta method, direct and indirect methods of generating random samples.

- Teacher: Dr. Javed Hussain