Week - 1 |
Multi-Dimensional Stochastic Variables. |
Week - 2 |
Expected Value of Random Variables |
Week - 3 |
Moment Generating Functions. |
Week - 4 |
Characteristic Functions. |
Week - 5 |
Limit theorems in probability theory. |
Week - 6 |
Conditional probability and conditional distribution functions. |
Week - 7 |
Random Sums and Laplace Transformations of probability distrubutions. |
Week - 8 |
Stochastic processes. Markov chains with discrete parameter and continuous parameter. |
Week - 9 |
Transition probabilities and transition matrix. |
Week - 10 |
Poisson process. |
Week - 11 |
Gaussian Process |
Week - 12 |
Birth and Death Processes. |
Week - 13 |
Queuing Theory and Models. |