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Probability in R is a course that links mathematical theory with programming application. Discrete Random Variables series gives overview of the most important discrete probability distributions together with methods of generating them in R and basics of numerical methods.
  1. Bernoulli distribution (2 tutorials)
  2. Binomial distribution (3 tutorials)
  3. Geometric distribution (3 tutorials)
  4. Borel-Cantelli lemma (4 tutorials)
  5. Exercises
  6. Application in Financial Engineering