School of Science
Department of Physics
ΥΚΟ13
10ΥΚΟ13 Probability Theory
Course webpage: https://eclass.uoa.gr/courses/PHYS369/
Course outline
Course content
- Combinatorial analysis. Stirling’s formula.
- Axiomatic foundation of the Theory of Probability. Independence. Conditional probability. Bayes theorem.
- Discrete random variables. Continuous random variables.
- Random walk. Diffusion as random walk.
- Estimate of a random variable. Least mean square error.
- Weak law of large numbers. The central limit theorem.