The Department of Statistical Sciences is one of 180 departments of excellence selected by the Italian Ministry for Education and University Research for the quality of their research. “Statistical methods and models for complex data” is the title of a project of excellence for which the Department has been awarded funding to develop its research and innovative teaching activities, and knowledge transfer between the business and academic worlds (2018-2022).
The goals of this project include:
– developing new and advanced expertise in the analysis of complex data;
– training researchers and professionals of excellence, boosting the educational content of the master’s degree and research doctorate;
– contributing to the dissemination and advancement of statistics on these topics;
– serving as a reference for statistical consulting and training activities for businesses, public bodies and universities.
What exactly do we mean by ‘complex data’?
They are heterogeneous data that reflect the complexity of reality and enable us to deal with scientific and social problems. They may be functional data derived from analyzing the forms of curves and surfaces, hierarchical data arranged on multiple levels, high-dimensionality data with a huge number of variables and/or units, networking data that reveal relations between statistical units, and multiple-source data that pool information coming from different settings.
Where do we find the complex data?
Particle physics and astrophysics, neurosciences, diagnostic imaging, genome analysis, and the ‘-omic’ sciences, medicine, and biology
Production of innovative goods and services, product life-cycle analyses, additive manufacturing – intelligent factories
Economics and business
Finance, business information systems, management, marketing and market segmentation, customer satisfaction, policy assessment
Society and population
Analyses for education, social and health services, construction of complex indicators, socio-economic and health inequalities, changes in the population and migrations, smart communities