# 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.

## Introduction to Causal Inference

#### Slides

#### Videos

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

## Matching

#### Slides

#### Videos

No videos yet…

## Instrumental Variables

#### Slides

#### Videos

The following five videos cover instrumental variables and appliations: