Introduction

Course Outline
Course Introduction

Introduction to R

Handout - R Intro
R exercise

Chapter 2

Probability review - Part 1
Probability review - Part 2

Chapter 3

Statistics review - Part 1
Statistics review - Part 2
Statistics review - Part 3

Chapter 4

Part 1
Part 2
Part 3
Experiment

Chapter 5

Part 1 - R-squared
Part 2 - Variance of the OLS estimator
Part 3 - Dummy variables || R code
Exercise

Chapter 6

Part 1 - OVB
Part 2 - Multiple regression continued

Chapter 7

Part 1 - The F-test
Part 2 - The F-test continued

Chapter 8

Part 1 - Polynomial regression model
Part 2 - An example showing that OLS can be be very biased
Part 3 - Logs
Part 4 - Interaction terms

Chapter 9

Heteroskedasticity
Assignment 4 Answers
In-class exercise