The course introduces a number of econometric methods designed to study the behavior of economic agents with a specific focus on topics in applied health economics . For each model, the presentation of theoretical issues will be complemented by critical discussion and applications to a selection of case studies from recent applied health economics research
Poslední úprava: Čuprová Michaela, Mgr. (02.02.2020)
The course introduces a number of econometric methods designed to study the behavior of economic agents with a specific focus on topics in applied health economics. For each model, the presentation of theoretical issues will be complemented by critical discussion and applications to a selection of case studies from recent applied health economics research.
Poslední úprava: Šlegerová Lenka, Mgr. (08.09.2021)
Deskriptory -
Prospective course syllabus:
1. Introduction
- Identification strategies
- Data and measurement issues
2. Limited dependent variable models
- Linear probability models
- Logit and Probit models
3. Panel data models
- Pooled OLS, fixed and random effects models
4. Count data and duration models
- Censored and truncated models
- Survival analysis
5. Casual effect methods (introduction)
- Difference-in-differences estimation
- Regression discontinuity approaches
Poslední úprava: Šlegerová Lenka, Mgr. (10.09.2025)
Prospective course syllabus:
1. Introduction
- Identification strategies
- Data and measurement issues
2. Limited dependent variable models
- Linear probability models
- Logit and Probit models
3. Panel data models
- Pooled OLS, fixed and random effects models
4. Count data and duration models
- Censored and truncated models
- Survival analysis
5. Casual effect methods (introduction)
- Difference-in-differences estimation
- Regression discontinuity approaches
Poslední úprava: Šlegerová Lenka, Mgr. (27.09.2024)
Literatura -
Main textbook for the course:
- Wooldridge, J. M. (2016, 2013). Introductory Econometrics: A Modern Approach, Sixth or Fifth edition, Mason: Thompson South-Western.
- Cameron, C. and Trivedi, P. K. (2005). Microeconometrics: Methods and Applications, New York: Cambridge University Press.
- Cameron, C. and Trivedi, P. K. (2009). Microeconometrics Using Stata, College Station: Stata Press.
Useful reference for health economics applications: Jones, A. M., Rice, N., Bago d'Uva, T. and S. Balia (2007). Applied Health Economics, London: Roudledge.
Further references to academic papers with relevant health econometric applications will be provided during the course.
Poslední úprava: Bednařík Petr, PhDr., Ph.D. (15.05.2020)
Main textbook for the course:
- Wooldridge, J. M. (2016, 2013). Introductory Econometrics: A Modern Approach, Sixth or Fifth edition, Mason: Thompson South-Western.
- Cameron, C. and Trivedi, P. K. (2005). Microeconometrics: Methods and Applications, New York: Cambridge University Press.
- Cameron, C. and Trivedi, P. K. (2009). Microeconometrics Using Stata, College Station: Stata Press.
Useful reference for health economics applications: Jones, A. M., Rice, N., Bago d'Uva, T. and S. Balia (2007). Applied Health Economics, London: Roudledge.
Further references to academic papers with relevant health econometric applications will be provided during the course.
Poslední úprava: Bednařík Petr, PhDr., Ph.D. (06.06.2020)
