Time: 17:30 - 20.30
Location: Seminar Room 1, Hohenstaufengasse 9
Start
Date: Monday, 5th October 2012
Description:
This course is an advanced course in applied econometrics for Undergraduate and Masters students. The aim is to discuss various econometric methods using examples from microeconomics and macroeconomics, and to apply such methods to real world data. The course will cover a number of topics including: heteroscedasticity, autocorrelation and omitted variable bias; instrumental variables estimation; systems estimation; simultaneous equation models; maximum likelihood estimation; binary response models; ordered response and corner solution models; duration models; and panel data econometrics (fixed and random effects models, hypothesis and specification tests with panel data, non-linear panel models, dynamic panel models, difference-in-difference estimation).
Assessment:
The course will be assessed through a combination of take-home exercises (25%), a final exam (40%) and a group project (35%). Details of the take-home exercises and group project will appear here in due course.
Problem Set 1 and Data
Grades can be found HERE
Reading List:
The main texts will be:
Cameron, A.C. and P.K. Trivedi, 2005. Microeconometrics: Methods and Applications, Cambridge University Press
Wooldridge, J., 2010. Econometric Analysis of Cross Section and Panel Data (2nd ed.), MIT Press.
Statistical Programmes:
Stata (Basic Stata commands)
Tentative Schedule:
5th March: Introduction
12th March: Rektorstag
19th March: Heteroscedasticity, Autocorrelation, Omitted Variable Bias, Measurement Error (Wage Regressions and some Data )
26th March: Instrumental Variables Estimation
2nd April: Easter Holiday
9th April: Easter Holiday
16th April: Systems of Equations and Simultaneous Equation Models (Data )
23rd April: Maximum Likelihood Estimation; Binary Response Models
30th April: Pooled and Panel Data Econometrics
7th May: Pooled and Panel Data Econometrics
14th May: Pooled and Panel Data Econometrics
21st May: Ordered Response Models, Corner Solution Responses; Count Data
28th May: Whitsun Holiday
4th June: Estimating Average Treatment Effects
11th June: Survival Analysis
18th June: Exam
25th June: Presentations