YoungStatS
The blog of Young Statisticians Europe (YSE)
graphical-models
Graphical modeling of stochastic processes driven by correlated noise
Søren Wengel Mogensen and Niels Richard Hansen
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2022-10-27
Complex systems are difficult to understand. We need good tools to study the interactions that define such systems. In this blog post, we describe how the framework in Mogensen and Hansen (2022) provides such a tool. This summary of the paper is meant to be accessible for readers with some…
webinars
Regularization by Noise for Stochastic Differential and Stochastic Partial Differential Equations
2022-06-03
Regularization by Noise for Stochastic Differential and Stochastic Partial Differential Equations The regularizing effects of noisy perturbations of differential equations is a central subject of stochastic analysis. Recent breakthroughs initiated a new wave of interest, particularly concerning…
bayesian-statistics
Measuring dependence in the Wasserstein distance for Bayesian nonparametric models
Marta Catalano, Antonio Lijoi and Igor Prünster
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2022-01-17
Bayesian nonparametric (BNP) models are a prominent tool for performing flexible inference with a natural quantification of uncertainty. Traditionallly, flexible inference within a homogeneous sample is performed with exchangeable models of the type \(X_1,\dots, X_n|\tilde \mu \sim T(\tilde \mu)\),…
webinars
Inclusion Process and Sticky Brownian Motions
2021-12-24
Inclusion Process and Sticky Brownian Motions The ninth “One World webinar” organized by YoungStatS will take place on February 9th, 2022. Inclusion process (IP) is a stochastic lattice gas where particles perform random walks subjected to mutual attraction. For the inclusion process in the…
probability
Frozen percolation on the binary tree is nonendogenous
Balázs Ráth, Jan M. Swart, Márton Szőke, and Tamás Terpai
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2021-11-25
In frozen percolation on a graph, there is a barrier located on each edge. Initially, the barriers are closed and they are assigned i.i.d. uniformly distributed activation times. At its activation time, a barrier opens, provided it is not frozen. At a fixed set \(\Xi\) of freezing times, all…