Course Page

Econometrics II

Course Number:

47812


Faculty

Karam Kang, kangk@andrew.cmu.edu


Program

PHD


Concentrations

Economics


Course Description

This course is about estimating structural economic models. The basic question is how to use data to estimate the parameters of an economic model. We will want to establish:  1. establish the consistency of the estimators,  2. establish the asymptotic normality of the estimators,  3. the data has been used as efficiently as possible in terms of obtaining the smallest possible variance of the asymptotic distribution, and  4. test hypothesis about the parameters. We would like to use economic theory to restrict our estimation problem so that we has as much structure as possible implied by theory. Students should learn how to establish the consistency and asymptotic normality for parameters estimated from nonlinear objective functions. The students should also learn how to calculate the parameter estimates and perform inference.

Format

Lecture: 100min/wk and Recitation: 50min/wk


Pre-requisites

None