Teaching

I have developed and taught lectures and workshops for students of varying levels and backgrounds, covering topics such as introductory statistics and mathematics, machine learning, spatial statistics, mixed models, and statistical programming.
2018-2024 Workshop: Basic Concepts of Machine Learning Methods (2-4 hrs, reocurring), EMD Serono, USA.
2021 Workshop: Building Tidy R Packages , R/Pharma, USA.
2019 Workshop: Introduction to Building R Packages, R Ladies Boston, USA.
2016 Lecture (incl. conception): Advanced Topics in Statistics: Machine Learning (postgraduate, 4 hrs/week), Boston University, USA.
2015 Lecture (incl. conception): Advanced Statistical Programing with R (postgraduate, 2 hrs/week), Georg-August-University of Göttingen, Germany.
2014/15 Lecture: Mathematics for Economists (undergraduate, 4 hrs/week), Georg-August- University of Göttingen, Germany.
2014 Supervision of Bachelor thesis by Gordian Bartel: ‘Implementation of a Gibbs sampler with CUDA’.
2013/14 Lecture: Statistics for Economists (undergraduate, 4 hrs/week), Georg-August-University of Göttingen, Germany.
2013/14 Lecture: Statistics for Economists (undergraduate, 4 hrs/week), Georg-August-University of Göttingen, Germany.
2013 Supervision of Master thesis by Maike Tahden: Ökologische Regression zur Bestimmung sozio-ökonomischer Assoziationen der EHEC-Ausbreitung in Hamburg. Revised published at PLOS ONE.
2010/11 Tutorials: Spatial Statistics and Mixed Models for Research Training Group 1644 (postgraduate, 4 hrs/week), Georg-August-University of Göttingen, Germany.
2009/10 Supervision Statistics Project for Beginners (undergraduate, 2 hrs/week), Ludwig-Maximilians-University, Munich, Germany.
2009/10 Tutorial: Statistics for communication science (undergraduate, 2 hrs/week), Ludwig-Maximilians-University, Munich, Germany.
2009 Workshop: Mixed Models with SPSS for Psychologists (researchers, 2 days), Ludwig-Maximilians-University, Munich, Germany.
2006/07 Tutorial: Statistics for Economists II (undergraduate, 4 hrs/week), Ludwig- Maximilians-University, Germany.
2006-2009 2006–2009 Lecture Notes Linear Models by Prof. Dr. Helmut Küchenhoff, Ludwig-Maximilians-University, Germany. Compiled from lecture documents and related materials.