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portfolio
projects
Project: Verspätungs-Statistik 2023 - S-Bahn München
Descriptive data analysis of delays in the Munich S-Bahn based on a self-collected dataset on my line [DE]
publications
Boosting-basierende Modellierung des Aufstiegs der NSDAP in der Weimarer Republik unter besonderer Berücksichtigung von Interaktionen
Published in Ludwig-Maximilians-Universität München, 2021
Bachelor’s Thesis. This work analyzes the voters of the Nazi party (NSDAP) during the five elections held between 1928 and 1933, using the model-based boosting approach provided by the R package mboost. [German]
Time Series Analysis for Prediction of Geomagnetic Indices
Published in Ludwig-Maximilians-Universität München, 2025
Master’s Thesis. This study evaluates the three modelling approaches Cumulative Odds Model, XGBoost and LSTM to forecast the global geomagnetic index Hp30 up to 9 hours ahead, using a direct forecasing approach, provided by the forecastML R package.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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