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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.
Last update: Šlegerová Lenka, Mgr. (08.09.2021)
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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 Last update: Šlegerová Lenka, Mgr. (27.09.2024)
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Please switch to the English version. Last update: Šlegerová Lenka, Mgr. (13.09.2021)
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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. Last update: Bednařík Petr, PhDr., Ph.D. (06.06.2020)
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Please switch to the English version. Last update: Šlegerová Lenka, Mgr. (08.09.2021)
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Please switch to the English version. Last update: Šlegerová Lenka, Mgr. (08.09.2021)
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