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 ...

Conditional probability and independence. Random variables and their distributions. Moments and generating functions. Transformations. Sequences of random variables and convergence. Multivariate ...

The course covers the probability, distribution theory and statistical ... Monte Carlo Simulation using R. Joint distributions and joint moments. Marginal and conditional densities. Independence, ...