Articles
Published Articles
2025
Model-Based Clustering and Variable Selection for Multivariate Count Data
Julien Jacques and Thomas Brendan Murphy
Reservoir Computing in R: a Tutorial for Using reservoirnet to Predict Complex Time-Series
Thomas Ferté, Kalidou Ba, Dan Dutartre, Pierrick Legrand, Vianney Jouhet, Rodolphe Thiébaut, Xavier Hinaut and Boris P Hejblum
Efficient simulation of individual-based population models
Daphné Giorgi, Sarah Kaakai and Vincent Lemaire
2024
Spectral Bridges
Félix Laplante and Christophe Ambroise
AdaptiveConformal: An `R` Package for Adaptive Conformal Inference
Herbert Susmann, Antoine Chambaz and Julie Josse
Bayesian spatiotemporal modelling of wildfire occurrences and sizes for projections under climate change
Juliette Legrand, François Pimont, Jean-Luc Dupuy and Thomas Opitz
Geometric-Based Pruning Rules for Change Point Detection in Multiple Independent Time Series
Liudmila Pishchagina, Guillem Rigaill and Vincent Runge
Peerannot: classification for crowdsourced image datasets with Python
Tanguy Lefort, Benjamin Charlier, Alexis Joly and Joseph Salmon
Optimal projection for parametric importance sampling in high dimensions
Maxime El Masri, Jérôme Morio and Florian Simatos
Point Process Discrimination According to Repulsion
Hamza Adrat and Laurent Decreusefond
A hierarchical model to evaluate pest treatments from prevalence and intensity data
Armand Favrot and David Makowski
2023
Local tree methods for classification: a review and some dead ends
Alice Cleynen, Louis Raynal and Jean-Michel Marin
Computing an empirical Fisher information matrix estimate in latent variable models through stochastic approximation
Maud Delattre and Estelle Kuhn
Inference of Multiscale Gaussian Graphical Models
Edmond Sanou, Christophe Ambroise and Geneviève Robin
Macrolitter video counting on riverbanks using state space models and moving cameras
Mathis Chagneux, Sylvain Le Corff, Pierre Gloaguen, Charles Ollion, Océane Lepâtre and Antoine Bruge
A Python Package for Sampling from Copulae: clayton
Alexis Boulin
2022
Trade-off between deep learning for species identification and inference about predator-prey co-occurrence
Olivier Gimenez, Maëlis Kervellec, Jean-Baptiste Fanjul, Anna Chaine, Lucile Marescot, Yoann Bollet and Christophe Duchamp
In the Pipeline
Manuscripts conditionally accepted, whose editorial and scientific reproducibility are being validated.
Examples and Mock Contributions
These are examples that help authors submitting to the journal by demonstrating formatting features.
2008
Visualizing Data using t-SNE (mock contributon)
Laurens van der Maaten and Geoffrey Hinton
Visualizing Data using t-SNE (mock contributon)
Laurens van der Maaten and Geoffrey Hinton