Week - 1 |
Multi-Dimensional Stochastic Variables. |
Week - 2 |
Expected Values of Random Variables |
Week - 3 |
Moment Generating Functions. |
Week - 4 |
Characteristic Functions. |
Week - 5 |
Limit theoremsof probability theory. |
Week - 6 |
Review |
Week - 7 |
Conditional probability and probability functions. |
Week - 8 |
Random Sums and Laplace Transforms of probability distrubutions. |
Week - 9 |
Stochastic porcesses, Markov chains for discrete and continous parameter spaces. |
Week - 10 |
Transition probabilities and probability matrix. |
Week - 11 |
Exponential distrubution and poisson process. |
Week - 12 |
Review |
Week - 13 |
Birth and Death Processes. |
Week - 14 |
Queuing Theory and Models. |