Phone: (+420) 224 005 154
E-mail: petr.zemcik@cerge-ei.cz
Web page: http://home.cerge-ei.cz/petrz
Teaching assistants: Oliya Aslanidi
(olia.aslanidi@gmail.com)
and Sherzod
Tashpulatov
COURSE DESCRIPTION
This course is a sequel to Econometrics I and assumes basic understanding of regression analysis in both cross-sectional and time series contexts. The previously acquired knowledge of econometrics will be enhanced and applied to real-world problems. Each econometric method will be motivated by a particular issue facing researchers analyzing non-experimental data. The emphasis will be on understanding and interpreting assumptions in light of actual empirical applications.
REQUIRED TEXT
SUPPLEMENTARY TEXTS
Jeffrey M. Wooldridge. Econometric Analysis of Cross Section and Panel
Data. Massachusetts Institute of Technology, 2002.
William H. Greene. Econometric Analysis. 5th edition, Prentice
Hall, 2003.
Walter Enders. Applied Econometric Time Series.2nd edition, John Wiley
& Sons.
GRADING
Midterm, June 21 - Overview
Final Exam - Overview, 10:30-12:00 on Wednesday
July 18 (changed!!!), room 7,
exercise session
in the room 7, July 25, 10:30-12:00, histogram
from graded exams, results by questions & total:
Q1 | Q2 | Q3 | Q4 | Exam Sum | |
Max | 8 | 8 | 5.5 | 6 | 25.5 |
Min | 2 | 2 | 0.5 | 0.5 | 9 |
Avg | 7.26 | 5.84 | 2.24 | 3.18 | 18.29 |
St.dev | 1.66 | 2.46 | 1.43 | 1.70 | 4.47 |
Cross-Sectional and
Panel Data
Specification and Data Problems
Pooling Cross Sections Across Time. Simple Panel Data Methods
Advanced Panel Data Methods
Instrumental Variables Estimation and Two Stage Least Squares
Simultaneous Equation Models
Limited Dependent Variable Models and Sample Selection Corrections.
Regression Analysis
with Time Series Data
Basic Regression Analysis with Time Series Data
Further Issues Using OLS with Time Series Data
Serial Correlation and Heteroskedasticity in Time
Series
Regressions
Advanced Time Series Topics