Schedule

This is a only tentative schedule, it may change during the semester.

Probability

  • Week 1: Simulation using Matlab
  • Week 2: Review of counting
  • Week 3: Sample space, Events, Equally likely outcomes
  • Week 4: Conditional Probability, Independence, Bayes theorem
  • Week 5: Test 1, Random variables, Expectation, Variance
  • Week 6: Properties of Expectations
  • Week 7: Binomial r.v., Poisson r.v. and other discrete r.v.s
  • Week 8: Continuous random variables, Density functions, Expectation, Variance
  • Week 9: Uniform r.v., Normal r.v., Exponential r.v. and other continuous r.v.s
  • Week 10: Test 2, Function of r.v., Joint distribution, Independence
  • Week 11: Independence, Covariance, Marginals
  • Week 11: Sum of Independent r.v., Conditional distributions

Statistics

  • Week 12: Point Estimation, Confidence Interval, Maximum likelihood
  • Week 13: Test 3, Tests of statistical hypotheses
  • Week 14: Tests of statistical hypotheses
  • Week 15: Review
  • Week 16: Final