Probability & Statistics

From classical probability to measure-theoretic foundations. Direct prerequisite for stochastic calculus.

Topics

• Sample spaces and events
• Random variables
• Distributions (discrete and continuous)
• Expectation and variance
• Limit theorems (LLN, CLT)
• Conditional expectation
• Measure-theoretic probability