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Activity Number: 359 - Introductory Overview Lecture: Statistics and Networks: Looking Back and Looking Forward
Type: Invited
Date/Time: Wednesday, August 10, 2022 : 8:30 AM to 10:20 AM
Sponsor: JSM Partner Societies
Abstract #322269
Title: Through the Lens of Graphons: An Examination of Models, Inference, and Uncertainty Quantification
Author(s): Purnamrita Sarkar*
Companies: U. T. Austin

In this talk, we will delve into network models and inference for graphon models. We will touch on past work on limit theorems and inference for subgraph counts and inference for widely used subclasses of graphon models and model selection and cross-validation for networks. Looking forward, we will talk about the emerging area of resampling for network structured data and recent advances.

Authors who are presenting talks have a * after their name.

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