- Productions scientifiques
This work results from a collaboration in the Statistics for Systems Biology group between
We present a software package based on a new probabilistic model for random graphs called MixNet (Erdös-Renyi Mixture for Networks). This model is based on the hypothesis that real networks are made of classes which show specific connectivity patterns. We compute algorithms to estimate the model's parameters as well as a statistical criterion ICL to select the number of classes.
We analysed various biological networks and summarize the results here.
The MixNet package provides two programs :
Read their I/O specifications.
A short practise is also available.
The Mixer R package allows the use of the basical options of MixNet software and the post-treatment of the results. It is available at the CRAN.