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Activity Number: 173 - 50th Anniversary of the Canadian Journal of Statistics and the Statistical Society of Canada
Type: Invited
Date/Time: Monday, August 8, 2022 : 2:00 PM to 3:50 PM
Sponsor: SSC (Statistical Society of Canada)
Abstract #323884
Title: A Random Walk Through Canadian Contributions on Empirical Processes and Their Applications in Probability and Statistics
Author(s): Bouchra Nasri*
Companies: École de Santé Publique de l’Université de Montréal

In this talk, we will present a review of important results and statistical applications obtained by Canadian statisticians and probabilists, for empirical processes of independent and identically distributed observations, pseudo-observations, and time series. In particular, we will consider weak convergence and strong approximations results, as well as tests for model adequacy such as tests of independence, tests of goodness-of-fit, tests of change-point and tests of serial dependence for time series. We will also consider applications of empirical processes of interacting particle systems for the approximation of measure-valued processes.

This is joint work with Miklós Csörgo, Donald A Dawson, Bouchra Nasri and Bruno Rémillard

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

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