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]