Lecture notes


Statistical Techniques

  1. Case Study - Stat Grades

  2. Case Study - UCB Admissions

  3. Case Study - Lottery

  4. Case Study - Geyser

  5. Case Study - Simulations

  6. Case Study - Roulette

  7. Case Study - Hypothesis testing

  8. Case Study - SP500

  9. Case Study - ANOVA

  10. Case Study - Decline (oil production)

  11. Case Study - VA Cars

    • Data set: VACars.txt
    • Data set explanation
    • Techniques: Populations, Central Limit Theorem, Sampling distribution
    • Sub-case A:
      • Techniques: Sampling distribution for samples of size 2
      • R program
    • Sub-case B:
      • Techniques: Monte Carlo simulation: samples of size 5 and 20
      • R program
    • Notes