Christophe Ley

Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median

Christophe Leys, Christophe Ley, Olivier Klein et al. · Journal of Experimental Social Psychology · 2013 · 4K citations · Full text

Computing, Data Science, Data Mining +12

Detecting multivariate outliers: Use a robust variant of the Mahalanobis distance

Christophe Leys, Olivier Klein, Yves Dominicy et al. · Journal of Experimental Social Psychology · 2017 · 497 citations · Full text

Computing, Biostatistics, Time Series Analysis +13

How to Classify, Detect, and Manage Univariate and Multivariate Outliers, With Emphasis on Pre-Registration

Christophe Leys, Marie Delacre, Youri L. Mora et al. · International Review of Social Psychology · 2019 · 308 citations · Full text

Natural Sciences, Data Science, Data Analytics +16

Stein's density approach and information inequalities

Christophe Ley, Yvik Swan · Electronic Communications in Probability · 2013 · 74 citations · Full text

Natural Sciences, Mathematics, Information Theory +11

New methods to assess wind resources in terms of wind speed, load, power and direction

G. K. Gugliani, Arnab Sarkar, Christophe Ley et al. · Renewable Energy · 2018 · 69 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +16