The course covers the probability, distribution theory and statistical inference needed for third year courses ... Functions of random variables. Monte Carlo Simulation using R. Joint distributions ...

Thus, in this module, we’ll learn about the concept of “joint distribution” which allows us to generalize probability theory to the multivariate case. The Central Limit Theorem (CLT) is a crucial ...

The course covers the probability and distribution theory needed for advanced courses in statistics and econometrics ... Sequences of random variables and convergence. Multivariate distributions.