Andrea Cremaschi

Dr. Andrea Cremaschi is currently Assistant Professor at the School, of Science and Techonology, IE University in Madrid, Spain.

His research interests include both methodological and applied aspects of Statistics, particularly within the Bayesian framework. One of Andrea’s main interests is Bayesian nonparametrics (BNP), and the use of flexible mixture models for inference in scenarios where the data present peculiar features. In recent works, he focussed on modelling data presenting deviation from Gaussianity and a sparse dependence structure, group-specific dependencies, as well as the flexible modelling of mixed-type covariates. Other research interests are model-based cluster analysis, graphical models, multiple response analysis and item-response theory.