Continuous Methods Education
- Curran-Bauer Analytics (Chapel Hill, NC, USA) [06/2021] 3
- Machine Learning: Theory and Applications
- Curran-Bauer Analytics (Chapel Hill, NC, USA) [12/2020] 3
- Mixture Modeling and Latent Class Analysis
- Curran-Bauer Analytics (Chapel Hill, NC, USA) [12/2020] 3
- Introduction to Multilevel Modeling
- Curran-Bauer Analytics (Chapel Hill, NC, USA) [05/2020] 3
- Structural Equation Modeling
- Bremen Internalional Graduate School of Social Scienes (Bremen, Germany) [04/2020] 3
- Introduction to Structural Equation Modeling
- CvO UOL (Oldenburg/Germany) [04-07/2019] 2
- Introduction to Digital Trace Data in Social Science
- CvO UOL (Oldenburg/Germany) [10/2018 – 02/2019] 2
- Big Data and Machine Learning in Social Sciences with Python
- Essex Summer School in Social Science Data Analysis (Essex/UK) [07-08/2017] 1
- Survival Analysis and Event History Modeling
- ECPR (Bamberg, Germany) [03/2017] 1
- Interpreting Binary Logistic Regression Models
- ECPR (Ljubljana, Slovenia) [08/2013] 1
- Multiple Regression Analysis I: Estimation and Diagnostics
- Multiple Regression Analysis II: The Link Function
- ECPR (Vienna, Austria) [02/2013] 1
- Introduction to Statistics
1Summer/Winter School; 2Graduate-level seminar; 3Workshop
Methodological Expertise
Quantitative Methods
- Regression and Classification
- Quantitative Text Analysis
- Survival Analysis
- General Structural Equation Modeling Framework
Qualitative Methods
- Case Studies
- Process Tracing
- Qualitative Text Analysis