# Course Materials

On this page you will find the lecture slides and videos as well as links to papers with textbook-like applications of each technique. You can find more resources on learning R and learning econometrics and causal inference under Resources.

## 0 Housekeeping

#### Slides

## 1 Foundations of Causal Inference: DAGs

#### Slides

#### Videos

These two videos explain the foundations of causal inference based on directed acyclic graphs (DAGs)

## 2 Regression Recap

#### Slides

## 3 The Potential Outcomes Framework and Randomised Experiments

#### Slides

## 4 Matching

#### Slides A, Slides B

## 5 Instrumental Variables

#### Slides

#### Videos

The following five videos cover instrumental variables and applications: