Meet our experts in

#statistics

Publications

• Ranking Handball Teams from Statistical Strength Estimation
  Felice, Florian in Computational Statistics (2024)


• Data-adaptive structural change-point detection via isolation
  Andreas Anastasiou; Sophia Loizidou in arXiv preprint arXiv:2404.19344 (2024)


• TailCoR: A new and simple metric for tail correlations that disentangles the linear and nonlinear dependencies that cause extreme co-movements
  Babić, Sladana; Ley, Christophe; Ricci, Lorenzo; Veredas, David in Plos one (2023)


• Statistics Meets Sports: What We Can Learn from Sports Data
  Dominicy, Yves; Ley, Christophe in Cambridge Scholars Publishing (2023)


• Stein's Method Meets Computational Statistics: A Review of Some Recent Developments
  Andreas Anastasiou; Barp, Alessandro; Xavier Briol, François; Ebner, Bruno; Gaunt, Robert E.; Ghaderinezhad, Fatemeh; Gorham, Jackson; Gretton, Arthur; Ley, Christophe; Liu, Qiang; Mackey, Lester; Oates, Chris J.; Reinert, Gesine; Swan, Yvik in Statistical Science (2023)


• Machine learning and conventional statistics: making sense of the differences
  Ley, Christophe; Martin, R. Kyle; Pareek, Ayoosh; Groll, Andreas; Seil, Romain; Tischer, Thomas in Knee Surgery, Sports Traumatology, Arthroscopy (2022)


• From Pareto to Weibull - A Constructive Review of Distributions on $\mathbb{R}^+$
  Sinner, Corinne; Dominicy, Yves; Trufin, Julien; Waterschoot, Wout; Weber, Patrick; Ley, Christophe in International Statistical Review (2022)


• The Wasserstein Impact Measure (WIM): A practical tool for quantifying prior impact in Bayesian statistics
  in Computational Statistics and Data Analysis (2022)


• Sine-skewed toroidal distributions and their application in protein bioinformatics
  Ameijeiras-Alonso, Jose; Ley, Christophe in Biostatistics (2022)


• Scalable Econometrics on Big Data -- The Logistic Regression on Spark
  Ouattara, Aurélien; Bulté, Matthieu; Lin, Wan-Ju; Scholl, Philipp; Veit, Benedikt; Zakias, Christos; Felice, Florian; Virlogeux, Julien; Dikos, George in arXiv preprint arXiv:2106.10341 (2021)


• Detecting multivariate outliers: Use a robust variant of the Mahalanobis distance
  Leys, Christophe; Klein, Olivier; Dominicy, Yves; Ley, Christophe in Journal of experimental social psychology (2018)


• Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median
  Leys, Christophe; Ley, Christophe; Klein, Olivier; Bernard, Philippe; Licata, Laurent in Journal of experimental social psychology (2013)