Christoph Bamberg, Dr.rer.nat.
Greetings and welcome to my webpage, I'm Christoph.
You can find an overview of my publications, skills and experience here.
Please refer to my CV for details.
CV & Contact
- Linkedin: Christoph Bamberg
- My CV.
- GitHub: ChristophBg
Publications
- ORCiD profile: A complete list of my publications
- OSF profile: My ongoing projects
- Most recent publication: Stable cognitive performance while adapting to intermittent fasting: A randomised controlled trial.
Scientific Outreach
- Wrote a column for "Spektrum der Wissenschaft", the German Scientific American on breakfast, Intermittent Fasting and concentration.
- In Mind Blog articles. Wrote several blog articles on fasting, eating breakfast and cognition. (also available in German).
- Pint of Science Salzburg 2025. Co-organising the Pint of Science Festival in Salzburg in 2023, 2024, 2025.
- Feel free to contact me to commission popular science articles and talks!
Blog
- Mixed Effects Location Scale Models for EMA: I showcase MELSM for EMA data, how to extract and plot the posteriors for random and fixed effects.
- DAG & Generative model. I made a Directed Acyclical Graph and wrote a generative model for a preregistration.
I later used these models to simulate data from and hope that the workflow might be interesting for others too.
Find the preregistration here: osf.io
- A guide for DAGs and Bayes with EMA data: I go through a workflow combining Directed Acyclical Graphs with Bayesian analysis for Ecological Momentary Assessment data.
- A guide for multi-level correlation in R using STAN: I use simulated nested data to show the benefit of multi-level correlations and how these can be written in STAN.
Experience
- Scientific programming using R and Python.
- Analysis of behavioural data, physiological measures, meta-analyses.
- Teaching (e.g. scientific methods, health behaviour seminars and lectures).
Skills
- Python: anything from programming experiments over data analysis to text-parsing, mostly using functional programming.
- R: preferrably Bayesian statistics.
- SQL: for business data analystics.
Hobbies
- Playing Jazz guitar, organising jam-sessions.
- Hiking along the rivers of Germany and mountains of Austria.
- Improving my freestyle swimming technique.