Education

Dipl.-Stat.

University of Dortmund (1996)

Dr.rer.nat.

University of Dortmund (2000)

Publications

Identifying the consequences of dynamic treatment strategies: A decision theoretic overview (2010)
Dawid, AP, Didelez, V
Statistics Surveys vol: 4 , Pages: 184 - 231
DOI: 10.1214/10-SS081
URL provided by the author

Graphical models for inference under outcome dependent sampling (2010)
Didelez, Kreiner, Keiding
Statistical Science vol: 25 , Pages: 368 - 387
DOI: 10.1214/10-STS340
URL provided by the author

Full list of publications

Research Interests

I am interested in modelling of complex - high dimensional as well as dynamic - systems based on graphical models. Applications are for example in epidemiology, forensics, genetics or bio-medical research in general. In particular, my research deals with using graphical models for causal inference in such systems, i.e. when assessing the effect of interventions is the target of inference. This also has a philosophical touch to it - what is and how do we formalise causality?

Research Themes

• Bayesian Modelling & Analysis
• Optimisation under Uncertainty
• Statistical Bioinformatics