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Christophe Ley
Christophe Ley
Professor of Applied Statistics at University of Luxembourg
Verified email at uni.lu - Homepage
Title
Cited by
Cited by
Year
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
31822013
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
2942018
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
1912019
Modern directional statistics
C Ley, T Verdebout
Chapman and Hall/CRC, 2017
1792017
Stein’s method for comparison of univariate distributions
C Ley, G Reinert, Y Swan
156*2017
On families of distributions with shape parameters
MC Jones
International Statistical Review 83 (2), 175-192, 2015
902015
Stein’s density approach and information inequalities
C Ley, Y Swan
Electron. Comm. Probab 18 (7), 1-14, 2013
722013
Skew-symmetric distributions and Fisher information–a tale of two densities
M Hallin, C Ley
582012
A tractable, parsimonious and flexible model for cylindrical data, with applications
T Abe, C Ley
Econometrics and Statistics 4, 91-104, 2017
552017
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
51*2019
Applied directional statistics: modern methods and case studies
C Ley, T Verdebout
CRC Press, 2018
472018
On the singularity of multivariate skew-symmetric models
C Ley, D Paindaveine
Journal of Multivariate Analysis 101 (6), 1434-1444, 2010
472010
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
462021
Characterizations of GIG laws: A survey
AE Koudou, C Ley
432014
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
422019
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
412018
Local Pinsker inequalities via Stein's discrete density approach
C Ley, Y Swan
IEEE Transactions on Information Theory 59 (9), 5584-5591, 2013
40*2013
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, 167-175, 2018
372018
Distances between nested densities and a measure of the impact of the prior in Bayesian statistics
C Ley, G Reinert, Y Swan
372017
Skew-symmetric distributions and Fisher information: the double sin of the skew-normal
M Hallin, C Ley
342014
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