Workshop on Econometric Analyses with STATA Syllabus
Workshop on Econometric Analyses with STATA (July, 21–23)
09.00 - 12.00
| Day |
Outlines |
Course Duration |
|
1st Day
July, 21
|
- What are IV techniques?
- 2SLS vs. IV-GMM?
- Tests of overidentifying restrictions
- Testing for endogeneity
- Testing for weak instruments
- LIML and GMM-CUE
- IV estimation with panel data
- Testing for heteroskedasticity in an IV context
- Testing for serial correlation in an IV context Identification via heteroskedasticity: the Lewbel approach Control function estimation
|
3 Hours |
2nd Day
July, 22 |
- What is social epidemiology?
- Models for count data
- An application of zero-inflated negative binomial regression conditional mixed-process modeling
- An application of conditional mixed-process modeling Challenge: addressing the critique of TWFE modeling
|
3 Hours |
3rd Day
July, 23 |
- What are linear mixed models?
- What is seemingly unrelated regression?
- Modeling factors related to the spread of COVID-19
- What is coarsened exact matching?
- What are recentered influence function quantile regressions? Modeling outcomes of refugee immigrants to Sweden
|
3 Hours |