Statistical Inference And Applied Statistics

  1. 1.From Descriptive to Inferential: What This Course Adds
  2. 2.Sampling & the Sampling Distribution
  3. 3.Confidence Intervals
  4. 4.Hypothesis Testing Fundamentals
  5. 5.The t-test & Comparing Two Groups
  6. 6.A/B Testing in Practice
  7. 7.Correlation vs. Causation
  8. 8.Linear Regression as Statistical Inference
  9. 9.Bayesian Inference & Updating Beliefs
  10. 10.Capstone — Designing and Analyzing a Real Experiment