# About these notes#

These notes synthesize a linear algebra approach to econometrics for undergraduates. Students are exposed to theory that is commonly taught at a graduate level.

These notes draw heavily from texts by Green [Greene, 2018] and Wooldridge [Wooldridge, 2010].

In these notes we explore the following models/methods:

Ordinary Least Squares

Endogeneity and Instrumental Variables Regression

Panel Data

Maximum Likelihood

Probit and Logit

Tobit, Truncated Regression, and the Heckman Model

Conditional and Multinomial Logit

Count Data Models

Bootstrapping