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Recherche

Domaines de recherche

Analyse de données haute dimension
Apprentissage statistique
Biostatistical methods
General statistical methods

Ce champ ne comporte pas de données en ce moment.

Biostatistical methods
General statistical methods
High dimensional data analysis
Statistical learning

Unités de recherche

Ce champ ne comporte pas de données en ce moment.

Publications

9 de 7

2025

Adaptive estimation of irregular mean and covariance functions

Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

Bernoulli

Article de revue

Journal article

2025

FDApy: a Python package for functional data

Steven Golovkine

Steven Golovkine

Journal of Open Source Software

Article de revue

Journal article

2025

Analysing kinematic data from recreational runners using functional data analysis

Edward Gunning, Steven Golovkine, Andrew J. Simpkin, Aoife Burke, Sarah Dillon, Shane Gore, et al.

Edward Gunning, Steven Golovkine, Andrew J. Simpkin, Aoife Burke, Sarah Dillon, Shane Gore, et al.

Computational Statistics

Article de revue

Journal article

2025

On the estimation of the number of components in multivariate functional principal component analysis

Steven Golovkine, Edward Gunning, Andrew J. Simpkin, Norma Bargary

Steven Golovkine, Edward Gunning, Andrew J. Simpkin, Norma Bargary

Communications in Statistics - Simulation and Computation

Article de revue

Journal article

2023

Menstrual cycle and hormonal contraceptive phases’ effect on elite rowers’ training, performance and wellness

Juliana Antero, Steven Golovkine, Louis Niffoi, Alice Meignié, Tom Chassard, Quentin Delarochelambert, et al.

Juliana Antero, Steven Golovkine, Louis Niffoi, Alice Meignié, Tom Chassard, Quentin Delarochelambert, et al.

Frontiers in Physiology

Article de revue

Journal article

2022

Learning the smoothness of noisy curves with application to online curve estimation

Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

Electronic Journal of Statistics

Article de revue

Journal article

2022

Clustering multivariate functional data using unsupervised binary trees

Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea

Computational Statistics & Data Analysis

Article de revue

Journal article

Ce champ ne comporte pas de données en ce moment.

Champs d’intérêts 

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Projets de recherche subventionnés

En cours

Ce champ ne comporte pas de données en ce moment.

Chaires de recherche

Passés

Ce champ ne comporte pas de données en ce moment.

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