The exhaustive list of topics in Stochastic Processes in which we provide Help with Homework Assignment and Help with Project is as follows:
- Conditional Expectations, Filtration and Martingales
- Modes of Convergence and Convergence Theorems
- Functional Strong Law of Large Numbers and Functional Central Limit Theorem
- Large Deviations for i.i.d. Random Variables
- s-fields on Measure Spaces and Weak Convergence
- Fluid Model of a G/G/1 Queueing System
- Properties of the Distribution Function G
- Martingale Property of Ito Integral and Girsanov Theorem
- Random Variables and Measurable Functions; Strong Law of Large Numbers (SLLN)
- G/G/1 in Heavy-traffic; Introduction to Queueing Networks
- Probability on Metric Spaces
- Applications of Ito Calculus to Finance
- Reflection Principle; The Distribution of the Maximum; Brownian Motion with Drift
- Ito Process-Ito Formula
- Ito Integral- Properties
- Quadratic Variation Property of Brownian Motion
- Martingales and Stopping Times
- G/G/1 Queueing Systems and Reflected Brownian Motion (RBM)
- Probability Basics: Probability Space, s-algebras, Probability Measure
- Ito Calculus
- Brownian Motion