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Statistical inference on networks

Grant number: 18/18115-2
Support type:Scholarships abroad - Research Internship - Post-doctor
Effective date (Start): December 01, 2018
Effective date (End): November 30, 2019
Field of knowledge:Physical Sciences and Mathematics - Probability and Statistics - Applied Probability and Statistics
Principal researcher:Nancy Lopes Garcia
Grantee:Andressa Cerqueira
Supervisor abroad: Elizaveta Levina
Home Institution: Instituto de Matemática, Estatística e Computação Científica (IMECC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Research place: University of Michigan, United States  
Associated to the scholarship:17/25926-4 - Gibbs measures for infinite random graphs, BP.PD

Abstract

In this research project we aim to study new statistical inference approaches for networks' analysis. In particular we focus on networks that exhibit community structure, that is, the nodes are organized into groups with similar connection patterns. We are interested in developing new statistical approaches applied to the study of a single network as well as for random samples of networks.

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