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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.