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Dettaglio Insegnamento

Context
Academic Year 2021/2022
Name Dott. - MI (1385) Modelli e Metodi Matematici per l'Ingegneria / Mathematical Models and Methods in Engineering
Programme Year 1

Course Details
ID Code 057333
Course Title ADVANCED STATISTICAL LEARNING FOR COMPLEX DATA
Course Type MONODISCIPLINARE
Credits (CFU / ECTS) 5.0
Course Description The course proposes lessons about the following topics: - Intro & project presentation (2h) - How to face and manage complexity in the data deluge era (3h) - Depth Measures. (3h) - Hierarchical and Mixed Effects Models. (3h) - Spatial Statistics (3h) - Functional Data Analysis (+ focus on Compositional Data) (5h) - Survival and Multistate Models. (3h) - Network Analysis and Neural Networks (3h) For each topic, practical sessions presenting case studies and applied analyses carried out with R will be proposed.
Scientific-Disciplinary Sector (SSD) --

Details
Alphabetical group Professor Course details
From (included) To (excluded)
A ZZZZ Ieva Francesca, Menafoglio Alessandra
manifestidott v. 1.7.0 / 1.7.0
Area Servizi ICT
23/05/2022