Christophe Ley

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Yvik SwanUniversité libre de BruxellesCorreu electrònic verificat a ulb.be
Christophe LeysProfesseur analyse des données université libre de bruxellesCorreu electrònic verificat a ulb.ac.be
Thomas VerdeboutProfessor, Université libre de BruxellesCorreu electrònic verificat a ulb.ac.be
Yves DominicyBanque et Caisse d'Epargne de l'Etat, LuxembourgCorreu electrònic verificat a bcee.lu
Davy PaindaveineProfessor of Statistics, Université libre de BruxellesCorreu electrònic verificat a ulb.ac.be
Olivier KleinUniversité Libre de BruxellesCorreu electrònic verificat a ulb.ac.be
Thomas TischerUniversitymedicine RostockCorreu electrònic verificat a med.uni-rostock.de
Andreas GrollProfessor der Statistik, Technische Universität DortmundCorreu electrònic verificat a math.lmu.de
Laurent LicataUniversité libre de Bruxelles (ULB)Correu electrònic verificat a ulb.be
Fatemeh GhaderinezhadPh.D. in StatisticsCorreu electrònic verificat a ugent.be
Marc HallinUniversité libre de BruxellesCorreu electrònic verificat a ulb.ac.be
Gesine ReinertProfessor of Statistics, University of Oxford Correu electrònic verificat a stats.ox.ac.uk
Ayoosh PareekOrthopaedic SurgeonCorreu electrònic verificat a hss.edu
Gunther SchaubergerTechnical University of MunichCorreu electrònic verificat a tum.de
Luciana De Michelis MendonçaUFMGCorreu electrònic verificat a ufmg.br
Daniel LakensAssociate Professor, Eindhoven University of TechnologyCorreu electrònic verificat a tue.nl
Marie DelacreUniversité Libre de BruxellesCorreu electrònic verificat a ulb.be
Slađana BabićPhD Student at Ghent UniversityCorreu electrònic verificat a ugent.be
Andreas AnastasiouAssistant Professor of Statistics, University of CyprusCorreu electrònic verificat a ucy.ac.cy
Alexander SkupinLuxembourg Centre for Systems Biomedicine, University LuxembourgCorreu electrònic verificat a uni.lu

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Christophe Ley

Professor of Applied Statistics at University of Luxembourg

Correu electrònic verificat a uni.lu - Pàgina d'inici

Statistics Data Science Directional statistics Sports science Sports medicine


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median C Leys, C Ley, O Klein, P Bernard, L Licata Journal of experimental social psychology 49 (4), 764-766, 2013	4413	2013
Detecting multivariate outliers: Use a robust variant of the Mahalanobis distance C Leys, O Klein, Y Dominicy, C Ley Journal of experimental social psychology 74, 150-156, 2018	586	2018
How to classify, detect, and manage univariate and multivariate outliers, with emphasis on pre-registration C Leys, M Delacre, YL Mora, D Lakens, C Ley International Review of Social Psychology 32 (1), 2019	430	2019
Modern directional statistics C Ley, T Verdebout Chapman and Hall/CRC, 2017	269	2017
Machine learning methods in sport injury prediction and prevention: a systematic review H Van Eetvelde, LD Mendonça, C Ley, R Seil, T Tischer Journal of experimental orthopaedics 8, 1-15, 2021	246	2021
Stein’s method for comparison of univariate distributions C Ley, G Reinert, Y Swan	181*	2017
Machine learning and conventional statistics: making sense of the differences C Ley, RK Martin, A Pareek, A Groll, R Seil, T Tischer Knee Surgery, Sports Traumatology, Arthroscopy 30 (3), 753-757, 2022	144	2022
On families of distributions with shape parameters MC Jones International Statistical Review 83 (2), 175-192, 2015	122	2015
A hybrid random forest to predict soccer matches in international tournaments A Groll, C Ley, G Schauberger, H Van Eetvelde Journal of quantitative analysis in sports 15 (4), 271-287, 2019	96*	2019
Stein’s density approach and information inequalities C Ley, Y Swan Electron. Comm. Probab 18 (7), 1-14, 2013	89	2013
Stein’s method meets computational statistics: A review of some recent developments A Anastasiou, A Barp, FX Briol, B Ebner, RE Gaunt, F Ghaderinezhad, ... Statistical Science 38 (1), 120-139, 2023	82	2023
Applied directional statistics: modern methods and case studies C Ley, T Verdebout CRC Press, 2018	80	2018
Ranking soccer teams on the basis of their current strength: A comparison of maximum likelihood approaches C Ley, TV Wiele, HV Eetvelde Statistical Modelling 19 (1), 55-73, 2019	69	2019
Skew-symmetric distributions and Fisher information–a tale of two densities M Hallin, C Ley	69	2012
New methods to assess wind resources in terms of wind speed, load, power and direction GK Gugliani, A Sarkar, C Ley, S Mandal Renewable Energy 129, 168-182, 2018	65	2018
A tractable, parsimonious and flexible model for cylindrical data, with applications T Abe, C Ley Econometrics and Statistics 4, 91-104, 2017	63	2017
Artificial intelligence and machine learning: an introduction for orthopaedic surgeons RK Martin, C Ley, A Pareek, A Groll, T Tischer, R Seil Knee Surgery, Sports Traumatology, Arthroscopy 30 (2), 361-364, 2022	57	2022
What makes data science different? A discussion involving statistics2. 0 and computational sciences C Ley, SPA Bordas International Journal of Data Science and Analytics 6 (3), 167-175, 2018	55	2018
Characterizations of GIG laws: A survey AE Koudou, C Ley	55	2014
On the singularity of multivariate skew-symmetric models C Ley, D Paindaveine Journal of Multivariate Analysis 101 (6), 1434-1444, 2010	53	2010

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