Welcome to my website!

I am currently an Assistant Professor of Health Statistics (“Juniorprofessor” in German) and an Emmy Noether junior research group leader at Karlsruhe Institute of Technology, Germany. I am moreover affiliated with the Heidelberg Institute for Theoretical Studies and serve as a PI in the Helmholtz Information and Data Science School for Health.

You can also find me on my institutional website, Google Scholar and mastodon.

My email address is [my first name].[my last name]@kit.edu.


News

Research interests

Most of my group’s research is centered around statistical methods for infectious disease epidemiology, but we also do some more theoretical work as well as statistical consulting. The following are our main topics (click to expand).

Multi-model nowcasting and forecasting of infectious disease spread

Over time, we have operated various collaborative platforms for real-time nowcasting and short-term forecasting of infectious diseases (most recently the RESPINOW Hub). We also work on methodological topics in this domain as part of my Emmy Noether grant.

Selected papers:

Forecast evaluation

We are interested in principled and interpretable evaluation methods for probabilistic forecasts in infectious disease epidemiology and other fields.

Selected papers:

Simple statistical methods for disease surveillance.

Many types of statistical analyses in infectious disease surveillance are recurrent and need to be run on many time series without specific tuning. This creates a need for simple and robust methods. We are interested in the properties and improvement of such methods.

Selected papers:

Count time series modelling

Count time series arise commonly in epidemiology and many other fields. We develop time series models tailored to such data.

Selected papers:

Statistical consulting

We collaborate with researchers from various disciplines, providing statistical expertise for applied work.

Selected papers:

Teaching

I teach various courses at KIT, a little different each semester (mainly on regression, forecasting and epidemic modelling). Please check the current Vorlesungsverzeichnis. I also supervise BSc and MSc theses related to my research topics (see above). Don’t hesitate to get in touch if you are a student at KIT.

Short Bio