Teaching

Courses With Materials

Advanced Econometrics (Econometrics II)

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.
Access Materials GitHub DOI

Econometrics with Unobserved Heterogeneity

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.
Access Materials GitHub DOI

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

YearCourseLevelInstitution
2023-2024Data Science and Machine Learning with PythonGraduate/ProfessionalBSE
2022Forecasting Techniques (TA)UndergraduateUPF
2018-2021Probability and Statistics (TA)UndergraduateUPF
2019Data Science BSE Summer School — Natural Language Processing with R (Labs)Graduate/ProfessionalBSE

Econometrics

YearCourseLevelInstitution
2025Advanced EconometricsUndergraduateBonn
2024Topics in Econometrics and StatisticsGraduateBonn
2018-2022Advanced Econometrics I (TA)GraduateBSE
2018-2022Advanced Econometrics II (TA)GraduateBSE
2021-2022Econometrics 2 (TA)UndergraduateUPF
2018Econometrics 1 (TA)UndergraduateUPF

Other Courses

YearCourseLevelInstitution
2019Game Theory (TA)UndergraduateUPF

© 2025. All rights reserved.