Cornell Math - MATH 671, Fall 2006
MATH 671: Probability Theory I (Fall 2006)
Instructor: Lea Popovic
This is the first half of a year course in mathematical probability at the measure-theoretic level. The course will cover:
- Measure-theoretic formulation of probability theory
- Classical theory of sums of independent random variables: laws of large numbers
- Technical topics relating to proofs of above: notions of convergence, a.s. convergence techniques
- Conditional distributions, conditional expectation
- Discrete time martingales
- Markov chains