Statistical topics

  • Probability theory
    • sample spaces
    • counting problems
    • binomial distribution
  • Discrete distributions
    • Bernoulli
    • Binomial
    • Poisson
    • Geometric
  • Continuous distributions
    • Uniform
    • Gaussian
    • Exponential
    • Gamma
  • Inference
    • Parameter estimation
    • Confidence intervals
    • Z/T/F/Chi-squared tests
    • Numerical inference: randomization + bootstraps

R topics

  • combinations, sampling, simulating, counting
  • working with distributions