Examples of Instrumental Variables Analysis Module

This module takes you through several examples of instrumental variables analysis, showing you how researchers deal with its strict requirements in different datasets.

Instrumental Variables in Action: Education and Wages (graphs)

In this video we use some fake data to illustrate the idea behind instrumental variables analysis. Using fake data lets us see the relationships between all the variables, including potential confounders, whereas we never observe potential confounders in real data.