Lecture

Instrumental Variables: Part 1

Description

This lecture covers the concept of instrumental variables (IV) in econometrics, focusing on the intuition behind IV and its application in addressing endogeneity issues. The instructor explains how IV helps in isolating the causal effect of a variable on the outcome by using a third variable that is correlated with the endogenous variable but not with the error term. The lecture delves into the instrumental variables estimator, discussing its relevance and exclusion restriction conditions. Through an example from Card (1995) on college proximity and schooling, the lecture illustrates the practical application of IV in empirical analysis, highlighting the importance of testing for weak instruments and the exogeneity of variables. The lecture concludes by introducing extensions of the IV framework and the generalized method of moments (GMM).

About this result
This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.