output
20002026
most citedInformation theory explanation of the fluctuation theorem, maximum entropy production and self-organized criticality in non-equilibrium stationary states

479 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2022 · stat.MEShow all

6 papers · 2 filters

stat.ME2022

Disentangling the structure of ecological bipartite networks from observation processes

Emre Anakok, Pierre Barbillon, Colin Fontaine +1

The structure of a bipartite interaction network can be described by providing a clustering for each of the two types of nodes. Such clusterings are outputted by fitting a Latent B…

stat.ME2022★ 1 cited

A novel family of beta mixture models for the differential analysis of DNA methylation data: an application to prostate cancer

Koyel Majumdar, Romina Silva, Antoinette Sabrina Perry +5

Identifying differentially methylated cytosine-guanine dinucleotide (CpG) sites between benign and tumour samples can assist in understanding disease. However, differential analysi…

stat.ME2022

Variable selection in sparse multivariate GLARMA models: Application to germination control by environment

M. Gomtsyan, C. Lévy-Leduc, S. Ouadah +3

We propose a novel and efficient iterative two-stage variable selection approach for multivariate sparse GLARMA models, which can be used for modelling multivariate discrete-valued…

stat.ME2022

A Comprehensive Framework for the Evaluation of Individual Treatment Rules From Observational Data

François Grolleau, Francois Petit, Raphaël Porcher

Individualized treatment rules (ITRs) are deterministic decision rules that recommend treatments to individuals based on their characteristics. Though ubiquitous in medicine, ITRs…

stat.ME2022★ 2 cited

Learning common structures in a collection of networks. An application to food webs

Saint-Clair Chabert-Liddell, Pierre Barbillon, Sophie Donnet

Let a collection of networks represent interactions within several (social or ecological) systems. We pursue two objectives: identifying similarities in the topological structures…

stat.ME2022

Performing global sensitivity analysis on simulations of a continuous-time Markov chain model motivated by epidemiology

Henri Mermoz Kouye, Gildas Mazo, Clémentine Prieur +1

In this paper we apply a methodology introduced in Navarro Jimenez et al (2016) in the framework of chemical reaction networks to perform a global sensitivity analysis on simulatio…