STA238 - Lecture Notes (Summer 2023)

• Lecture 1: Exploratory Data Analysis
• Lecture 2: Limit Theorems
• Lecture 3: Modelling & Estimators, Part 1
• Lecture 4: Estimators, Part 2 & Maximum Likelihood Estimation
• Lecture 5: Introduction to Bayesian Inference
• Lecture 6: The Bootstrap
• Lecture 7: Confidence Intervals
• Lecture 8: Statistical Testing
• Lecture 9: Bayesian Estimation