8.3 Wrapping up Statistics and Probability

Week 8

Objectives

• Confidence Intervals
  • Overview
  • Bootstrap confidence intervals
• Estimator Properties
  • Estimator Bias
  • Estimator Variance
  • Bias-Variance Tradeoff
• Law of Large Numbers
• Central Limit Theorem
  

Lecture