1 | Introduction to Stochastic Processes | PDF unavailable |
2 | Introduction to Stochastic Processes (Contd.) | PDF unavailable |
3 | Problems in Random Variables and Distributions | PDF unavailable |
4 | Problems in Sequences of Random Variables | PDF unavailable |
5 | Definition, Classification and Examples | PDF unavailable |
6 | Simple Stochastic Processes | PDF unavailable |
7 | Stationary Processes | PDF unavailable |
8 | Autoregressive Processes | PDF unavailable |
9 | Introduction, Definition and Transition Probability Matrix | PDF unavailable |
10 | Chapman-Kolmogrov Equations | PDF unavailable |
11 | Classification of States and Limiting Distributions | PDF unavailable |
12 | Limiting and Stationary Distributions | PDF unavailable |
13 | Limiting Distributions, Ergodicity and Stationary Distributions | PDF unavailable |
14 | Time Reversible Markov Chain, Application of Irreducible Markov Chain in Queueing Models | PDF unavailable |
15 | Reducible Markov Chains | PDF unavailable |
16 | Definition, Kolmogrov Differential Equations and Infinitesimal Generator Matrix | PDF unavailable |
17 | Limiting and Stationary Distributions, Birth Death Processes | PDF unavailable |
18 | Poisson Processes | PDF unavailable |
19 | M/M/1 Queueing Model | PDF unavailable |
20 | Simple Markovian Queueing Models | PDF unavailable |
21 | Queueing Networks | PDF unavailable |
22 | Communication Systems | PDF unavailable |
23 | Stochastic Petri Nets | PDF unavailable |
24 | Conditional Expectation and Filtration | PDF unavailable |
25 | Definition and Simple Examples | PDF unavailable |
26 | Definition and Properties | PDF unavailable |
27 | Processes Derived from Brownian Motion | PDF unavailable |
28 | Stochastic Differential Equations | PDF unavailable |
29 | Ito Integrals | PDF unavailable |
30 | Ito Formula and its Variants | PDF unavailable |
31 | Some Important SDE`s and Their Solutions | PDF unavailable |
32 | Renewal Function and Renewal Equation | PDF unavailable |
33 | Generalized Renewal Processes and Renewal Limit Theorems | PDF unavailable |
34 | Markov Renewal and Markov Regenerative Processes | PDF unavailable |
35 | Non Markovian Queues | PDF unavailable |
36 | Non Markovian Queues Cont,, | PDF unavailable |
37 | Application of Markov Regenerative Processes | PDF unavailable |
38 | Galton-Watson Process | PDF unavailable |
39 | Markovian Branching Process | PDF unavailable |