Material

Core Material

Slides

  1. Central Limit Theorem PDF
  2. Sampling Distributions PDF
  3. Point Estimation PDF
  4. Interval Estimation I PDF
  5. Interval Estimation II PDF
  6. Hypothesis Testing Introduction, p-value PDF
  7. Hypothesis Testing for \(\mu\) and \(\sigma^2\), mean difference PDF
  8. Linear Regression Introduction PDF
  9. Linear Regression Fit PDF
  10. Linear Regression Inference PDF

Applied Lectures R

We are going to try to apply what we have been learing in R. You can access a platform that will let you play with it in Jupyter.

  1. SLR
  2. MLR
  3. Inference

Exercises

  1. Central Limit Theorem
  2. Sampling Distributions
  3. Point Estimation
  4. Interval Estimation
  5. Hypothesis Testing
  6. Linear Regression