Computing in Statistics. University of St Andrews, UK, winter term 2020/2021. Topics covered: modular programming, manipulating data, simulating data with specific properties, and investigating procedures under the failure of statistical assumptions.
Generalised Linear Models. Bielefeld University, GER, winter term 2019/2020. Topics covered: simple and multiple linear regression models, generalised linear and additive models, generalised linear mixed models, parameter estimation and inference, model selection and model checking.
Multivariate Methods. Bielefeld University, GER, winter terms 2016/2017, 2017/2018, and 2018/2019. Topics covered: simple and multiple linear regression models, various classification and clustering techniques, dimensionality reduction.
Statistics 1. Bielefeld University, GER, winter term 2018/2019.
Applied Statistics. Bielefeld University, GER, summer terms 2014 and 2018.