Complex Graphical Models for Biological Network Science
Project Description
This project concerns the development of novel principled statistical tools for the analysis of complex networks under non-standard experimental setups.
The methodological innovations are achieved with this proposal are as follows:
- Development of multiple, paired, and covariate-dependent graphical models for heterogeneous networks;
- Development of single and multiple graphical models for causal inference based on observational and interventional data;
- Development of graphical models for non-normal and censored random variables.
This projects is developed by the collaborative efforts of four research units based at the University of Florence (UNIFI), Università Cattolica del Sacro Cuore, (UCSC), University of Padova (UNIPD), and University of Palermo (UNIPA).
Principal Investigator
Francesco C. Stingo
Associate Professor
Local Coordinators
Francesco C. Stingo
Associate Professor
Alberto Roverato
Full Professor
Luigi Augugliaro
Full Professor
Guido Consonni
Full Professor
University of Florence
Francesco C. Stingo
Associate Professor
Elena Stenghellini
Full Professor
Anna Gottard
Associate Professor
Luca La Rocca
Associate Professor
Monia Lupparelli
Associate Professor
Agnese Panzera
Associate Professor
Alejandra Avalos-Pacheco
Assistant Professor
Claudio Busatto
Postdoctoral Researcher
Lorenzo Focardi Olmi
PhD Student
Giovanni Poli
PhD Student
University of Padua
Alberto Roverato
Full Professor
Mauro Bernardi
Associate Professor
Manuela Cattelan
Associate Professor
Veronica Vinciotti
Associate Professor
Nicolas Bianco
Postdoctoral Researcher
Cristian Castiglione
Postdoctoral Researcher
Dung Ngoc Nguyen
Postdoctoral Researcher
Piergiacomo Andrea Carlesi
PhD Student
Università Cattolica del Sacro Cuore
Guido Consonni
Full Professor
Lucia Paci
Associate Professor
Stefano Peluso
Associate Professor
Federico Castelletti
Assistant Professor
Francesco Denti
Assistant Professor
University of Palermo
Luigi Augugliaro
Full Professor
Angelo M. Mineo
Full Professor
Antonino Abbruzzo
Associate Professor
Gianluca Sottile
Assistant Professor
Chiara Di Maria
Assistant Professor
