Teaching
Courses With Materials
Course: Advanced Econometrics (Econometrics II)
Level: Undergraduate
Description: Advanced Econometrics builds on the basic econometrics course in three ways. First, the course discusses a range of practical methods used in economics and business. Second, it addresses both causal inference and forecasting. Third, it offers a deeper discussion of the underlying theory. All methods are illustrated with empirical examples in Python.
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Course: Econometrics with Unobserved Heterogeneity
Level: Graduate
Description: Unobserved heterogeneity is pervasive in economics, driven by heterogeneous parameters and treatment effects, unobserved characteristics of agents, missing variables, etc. This class introduces methods for estimating parameters of interest in settings with such unobserved heterogeneity. Topics include linear models with heterogeneous coefficients, nonparametric models with unobserved heterogeneity, and quantile and distribution regression.
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All Teaching Experience
Over the years, I have taught a number of course at Universitat Pompeu Fabra Barcelona (UPF) and the University of Bonn. Here is an overview, sorted by last time I taught each class.
Data Science, Machine Learning, Probability and Statistics
| Year | Course | Level | Institution |
|---|---|---|---|
| 2023-2024 | Data Science and Machine Learning with Python | Graduate/Professional | BSE |
| 2022 | Forecasting Techniques (TA) | Undergraduate | UPF |
| 2018-2021 | Probability and Statistics (TA) | Undergraduate | UPF |
| 2019 | Data Science BSE Summer School — Natural Language Processing with R (Labs) | Graduate/Professional | BSE |
Econometrics
| Year | Course | Level | Institution |
|---|---|---|---|
| 2025 | Advanced Econometrics | Undergraduate | Bonn |
| 2024 | Topics in Econometrics and Statistics | Graduate | Bonn |
| 2018-2022 | Advanced Econometrics I (TA) | Graduate | BSE |
| 2018-2022 | Advanced Econometrics II (TA) | Graduate | BSE |
| 2021-2022 | Econometrics 2 (TA) | Undergraduate | UPF |
| 2018 | Econometrics 1 (TA) | Undergraduate | UPF |
Other Courses
| Year | Course | Level | Institution |
|---|---|---|---|
| 2019 | Game Theory (TA) | Undergraduate | UPF |
