Probability & Mathematical Statistics
Mon/Wed 10:00–11:15 AM
Foundations of probability theory, random variables, moment generating functions, and introduction to stochastic processes. Emphasis on proof-based reasoning alongside applied intuition.
Key topics
- Probability spaces & axioms
- Discrete & continuous distributions
- MGFs & characteristic functions
- Limit theorems (LLN, CLT)
- Stochastic processes intro