About Me
Economics | Data Science
Welcome!
I am a Master student of Economics at Ludwig Maximilians University in Munich. My main fields of interest are Econometrics and Data Science.
Next to Economics, I have a passion for coding. See below to check out some of my projects.
Projects
An overview over some of my projects. Click on the links to view the the code on Github.
synthpanel
An R package for the simulation of panel data with causal effects
- Simulation of panel data with heterogeneous treatment effects, violations in parallel trends and more
- Calculation of regression weights for various treatment effect aggregations
- Access to various heterogeneity robust DID estimators under unified syntax
Machine learning in Econometrics
An empirical policy evaluation
- R
- Machine learning: Dimension reduction, Regularization, Generalized Random Forests
- Causal inference
- Data preparation and visualization
Pagerank
Contains two implementations of Larry Page's pagerank algorithm to order webpages by relevance.
- Python
- Conditional probability
- Algorithms
GRF
An in-depth exploration of the Generalized Random Forests framework and its economic applications.
- R
- Machine learning
- Data preparation and visualization
Plenarsitzungen
A simple script to webscrape all speeches held during Bundestag Plenarsitzungen since 1949.
- Python
- Webscraping
Minesweeper
Implementation of a Minesweeper AI.
- Python
- Games and AI