output
20072026
most citedEstimation of extended mixed models using latent classes and latent processes: the R package lcmm

1.1k citations

50 papers

cs.DL2026★ 1 cited

Overcoming Barriers to Computational Reproducibility

Roman Hornung, László Németh, Oleksandr Zadorozhny +13

Computational reproducibility, the possibility for independent researchers to exactly reproduce published empirical results, is fundamental to science. Despite its importance, the…

stat.ME2025

Empirical comparison of win ratio and joint frailty models for recurrent event endpoints with applications in oncology and cardiology

Adrien Orué, Derek Dinart, Laurent Billot +2

Composite endpoints that combine recurrent non-fatal events with a terminal event are increasingly used in randomized clinical trials, yet conventional time-to-first event analyses…

cs.CY2025

Auditing Sex/Gender Disparities in Emergency Triage with LLM-based Paired Comparisons

Ariel Guerra-Adames, Marta Avalos-Fernandez, Océane Dorémus +3

We present a domain-agnostic paired-comparison approach that uses Large Language Models (LLMs) to quantify sex/gender-related asymmetries in documented clinical decision-making. Th…

stat.ML2025

Constrained Pareto Set Identification with Bandit Feedback

Cyrille Kone, Emilie Kaufmann, Laura Richert

In this paper, we address the problem of identifying the Pareto Set under feasibility constraints in a multivariate bandit setting. Specifically, given a -armed bandit with unkn…

cs.CE2025★ 5 cited

4D-CTA Image and geometry dataset for kinematic analysis of abdominal aortic aneurysms

Mostafa Jamshidian, Adam Wittek, Saeideh Sekhavat +10

This article presents a dataset used in the article "Kinematics of Abdominal Aortic Aneurysms", published in the Journal of Biomechanics. The dataset is publicly available for down…

stat.AP2025

Including an infrequently measured time-dependent error-prone covariate in survival analyses: a simulation-based comparison of methods

Viviane Philipps, Laurence Freedman, Veronika Deffner +4

Epidemiologic studies often evaluate the association between an exposure and an event risk. When time-varying, exposure updates usually occur at discrete visits although changes ar…