Statistics, Econometrics and Quantitative Methods

S325 Applied Microeconometrics


Lecturer:Prof. Dr. Martin Biewen, Dipl.-Volksw. Gideon Becker
Profiles:B.Sc. in Economics and Business Administration
B.Sc. in International Economics
B.Sc. in International Business Administration
B.Sc. Volkswirtschaftslehre Nebenfach
M.Sc. in European Management
M.Sc. in General Management
Prerequisites:Quantitative Methods in Economics and Business Administration recommended
Time and Place:

Mon 10-12, E04, Mohlstr. 36
Tue 10-12, E03, Mohlstr. 36

Practical sessions/exercises: about every 4th session

On Dec 5, the lecture will take place in 332, Mohlstr. 36

Exam:Written exam (90 Min.)
Credits:7,5 ECTS

Course Outline

1) Introduction

2) Basic concepts from statistics

3) Linear regression

4) Instrumental variables, 2SLS

5) Linear panel data models

6) Maximum likelihood estimation

7) Binary response models

8) Multinomial response models

9) Ordered response models

10) Limited dependent variables

11) Selection models

12) Duration models

13) Count data models

14) Quantile regression

Course Materials

Course materials will be made available through Ilias.


Wooldridge: Introductory Econometrics

Winkelmann/Boes: Analysis of Microdata

Wooldridge: Analysis of Cross-Section and Panel Data

Cameron/Trivedi: Microeconometrics

Baum: An Introduction to Modern Econometrics Using Stata

Cameron/Trivedi: Microeconometrics Using Stata