Teaching Material
Here you can find teaching material that I use across different lectures and which might be useful to a general audience. Feel free to re-use and let me know if you find any errors or inconsistencies.
Books and Lecture Notes
- Book: ANOVA and Mixed Models: A Short Introduction Using R [Online version | Feedback form]
- Book (German): Wahrscheinlichkeitsrechnung und Statistik (Springer) [Feedback form]
- Cheat Sheets (German): Grundlagen | Verteilungen | Statistik
- Lecture Notes (old, German): Statistik & Wahrscheinlichkeitsrechnung [PDF | Known Errors | Feedback form]
Interactive Stuff
- Some distributions: discrete | continuous
- Power: one-sided Z-Test
- Animation visualizing the distributional properties of estimators.
Courses Taught
- Statistik und W'keitsrechnung [2011-2019, 2021-]
- Applied Analysis of Variance and Experimental Design [2015-]
- Applied Statistics for Environmental Sciences [2012-2021]
- Repeated Measures [2016, 2018, 2020, 2022]
- Resampling Methods [2012, 2014, 2016, 2018, 2020, 2022]
- Statistics Lab [2011-]
- Statistical and Numerical Methods for Chemical Engineers [2011-2014]
- Angewandte Statistische Regression (mit Ergänzung) [2011]