Welcome to my personal web page!

I am a Postdoctoral researcher in Statistics at the Department of Statistics and Data Science at University of Texas at Austin (Austin, USA), under the mentorship of Prof. Peter Müller and Prof. Abhra Sarkar. I am also member of the Bayes Lab at the Bocconi Institute for Data Science and Analytics (BIDSA) and of the Complex Data Modeling Research Network led by MiDas.

Previously, I was a PhD student in Statistics at Bocconi University (Milan, Italy), under the supervision of Prof. Antonio Lijoi and Prof. Igor Prünster.

Research interest

I am interested in Bayesian modelling of complex data structures. More specifically, I am working on:

• Bayesian nonparametrics: discrete random probabilities and random partitions.

• Computational statistics: Monte Carlo, Markov chain Monte Carlo and sequential Monte Carlo methods.

• Dynamic regression: hidden Markov models for binary time series.

• Applications: auditory neuroscience, genomics and proteomics.

e-mail: rebaudo.giovanni@gmail.com