AUEB Stats Seminar by Anastasia Mantziou
Schedule
Wed, 03 Jun, 2026 at 12:15 pm
UTC+03:00Location
Τροίας, Αθήνα, Ελλάδα | Athens, AT
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ΚΥΚΛΟΣ ΣΕΜΙΝΑΡΙΩΝ ΣΤΑΤΙΣΤΙΚΗΣ 2025-2026Anastasia Mantziou,
Harrison Assistant Professor, University of Warwick
Bayesian modelling for populations of network data
Αίθουσα: Τ105
ΠΕΡΙΛΗΨΗ
There is a broad literature for the statistical analysis of a network as a snapshot, while the formulation of statistical frameworks for modelling populations of network data is still a developing area. Network populations are data sets where now each observation in the data comprises a network rather than a scalar quantity. In this talk I will present two modelling frameworks for making inferences for network populations. The first study provides a model-based approach for clustering network observations in a population using the Bayesian machinery. The second study provides a framework that allows inferences that explicitly capture information on cycles in a network population. Both methods will be illustrated using two real data applications in neuroscience and ecology, respectively.
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Where is it happening?
Τροίας, Αθήνα, Ελλάδα, Τροίας 27, 112 57 Αθήνα, Ελλάδα, Athens, GreeceEvent Location & Nearby Stays:
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