Marco Scutari is a research associate in statistical genetics at the Genetics Institute, University College London. His research focuses on the theory of Bayesian networks and their applications to biological data. Jean-Baptiste Denis is a senior scientist in the Applied Mathematics and Computer Science Department at the French National Institute for Agricultural Research. His research interests are Bayesian approaches to statistics and networks, especially applications to microbiological food safety.