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Davy Paindaveine
Davy Paindaveine
Professor of Statistics, Université libre de Bruxelles
Verified email at ulb.ac.be
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Cited by
Year
MULTIVARIATE QUANTILES AND MULTIPLE-OUTPUT REGRESSION QUANTILES: FROM L ₁ OPTIMIZATION TO HALFSPACE DEPTH [with Discussion and Rejoinder]
M Hallin, D Paindaveine, M Šiman, Y Wei, R Serfling, Y Zuo, L Kong, ...
The Annals of Statistics, 635-703, 2010
2512010
Optimal tests for multivariate location based on interdirections and pseudo-Mahalanobis ranks
M Hallin, D Paindaveine
The Annals of Statistics 30 (4), 1103-1133, 2002
1532002
Semiparametrically efficient rank-based inference for shape. I. Optimal rank-based tests for sphericity
M Hallin, D Paindaveine
1502006
Probit transformation for nonparametric kernel estimation of the copula density
G Geenens, A Charpentier, D Paindaveine
1032017
A canonical definition of shape
D Paindaveine
Statistics & probability letters 78 (14), 2240-2247, 2008
982008
From depth to local depth: a focus on centrality
D Paindaveine, G Van Bever
Journal of the American Statistical Association 108 (503), 1105-1119, 2013
952013
Semiparametrically efficient rank-based inference for shape. II. Optimal R-estimation of shape
M Hallin, H Oja, D Paindaveine
902006
Computing multiple-output regression quantile regions
D Paindaveine, M Šiman
Computational Statistics & Data Analysis 56 (4), 840-853, 2012
732012
Optimal rank-based testing for principal components
M Hallin, D Paindaveine, T Verdebout
732010
Semiparametrically efficient inference based on signed ranks in symmetric independent component models
P Ilmonen, D Paindaveine
662011
On directional multiple-output quantile regression
D Paindaveine, M Šiman
Journal of Multivariate Analysis 102 (2), 193-212, 2011
662011
Affine-invariant aligned rank tests for the multivariate general linear model with VARMA errors
M Hallin, D Paindaveine
Journal of Multivariate Analysis 93 (1), 122-163, 2005
62*2005
Optimal procedures based on interdirections and pseudo-Mahalanobis ranks for testing multivariate elliptic white noise against ARMA dependence
M Hallin, D Paindaveine
Bernoulli, 787-815, 2002
622002
Rank-based optimal tests of the adequacy of an elliptic VARMA model
M Hallin, D Paindaveine
592004
On high-dimensional sign tests
D Paindaveine, T Verdebout
522016
On the singularity of multivariate skew-symmetric models
C Ley, D Paindaveine
Journal of Multivariate Analysis 101 (6), 1434-1444, 2010
502010
Nonparametrically consistent depth-based classifiers
D Paindaveine, G Van Bever
Bernoulli, 62-82, 2015
462015
On optimal tests for rotational symmetry against new classes of hyperspherical distributions
E García-Portugués, D Paindaveine, T Verdebout
Journal of the American Statistical Association 115 (532), 1873-1887, 2020
442020
Local bilinear multiple-output quantile/depth regression
M Hallin, Z Lu, D Paindaveine, M Šiman
442015
Optimal signed-rank tests based on hyperplanes
H Oja, D Paindaveine
Journal of Statistical Planning and Inference 135 (2), 300-323, 2005
432005
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Articles 1–20